id sid tid token lemma pos ijassa-407 1 1 advances advance NOUN ijassa-407 1 2 in in ADP ijassa-407 1 3 systems system NOUN ijassa-407 1 4 science science NOUN ijassa-407 1 5 and and CCONJ ijassa-407 1 6 applications application NOUN ijassa-407 1 7 ( ( PUNCT ijassa-407 1 8 2014 2014 NUM ijassa-407 1 9 ) ) PUNCT ijassa-407 1 10 vol.14 vol.14 NOUN ijassa-407 1 11 no.1 no.1 VERB ijassa-407 1 12 36 36 NUM ijassa-407 1 13 - - SYM ijassa-407 1 14 49 49 NUM ijassa-407 1 15 an an DET ijassa-407 1 16 agent agent NOUN ijassa-407 1 17 - - PUNCT ijassa-407 1 18 based base VERB ijassa-407 1 19 distributed distribute VERB ijassa-407 1 20 process process NOUN ijassa-407 1 21 planning planning NOUN ijassa-407 1 22 and and CCONJ ijassa-407 1 23 scheduling scheduling NOUN ijassa-407 1 24 system system NOUN ijassa-407 1 25 y.f y.f PROPN ijassa-407 1 26 . . PUNCT ijassa-407 2 1 wang wang PROPN ijassa-407 2 2 , , PUNCT ijassa-407 2 3 y.f y.f PROPN ijassa-407 2 4 . . PROPN ijassa-407 2 5 zhang zhang PROPN ijassa-407 2 6 and and CCONJ ijassa-407 2 7 j.y.h j.y.h PROPN ijassa-407 2 8 . . PROPN ijassa-407 2 9 fuh fuh PROPN ijassa-407 2 10 department department PROPN ijassa-407 2 11 of of ADP ijassa-407 2 12 mechanical mechanical ADJ ijassa-407 2 13 engineering engineering NOUN ijassa-407 2 14 , , PUNCT ijassa-407 2 15 national national PROPN ijassa-407 2 16 university university PROPN ijassa-407 2 17 of of ADP ijassa-407 2 18 singapore singapore PROPN ijassa-407 2 19 , , PUNCT ijassa-407 2 20 abstract abstract ADJ ijassa-407 2 21 this this DET ijassa-407 2 22 paper paper NOUN ijassa-407 2 23 reports report VERB ijassa-407 2 24 an an DET ijassa-407 2 25 agent agent NOUN ijassa-407 2 26 - - PUNCT ijassa-407 2 27 based base VERB ijassa-407 2 28 approach approach NOUN ijassa-407 2 29 to to PART ijassa-407 2 30 develop develop VERB ijassa-407 2 31 a a DET ijassa-407 2 32 distributed distribute VERB ijassa-407 2 33 process process NOUN ijassa-407 2 34 planning planning NOUN ijassa-407 2 35 and and CCONJ ijassa-407 2 36 scheduling scheduling NOUN ijassa-407 2 37 system system NOUN ijassa-407 2 38 to to PART ijassa-407 2 39 allow allow VERB ijassa-407 2 40 geographically geographically ADV ijassa-407 2 41 dispersed disperse VERB ijassa-407 2 42 entities entity NOUN ijassa-407 2 43 to to PART ijassa-407 2 44 work work VERB ijassa-407 2 45 cooperatively cooperatively ADV ijassa-407 2 46 towards towards ADP ijassa-407 2 47 the the DET ijassa-407 2 48 global global ADJ ijassa-407 2 49 goals goal NOUN ijassa-407 2 50 . . PUNCT ijassa-407 3 1 the the DET ijassa-407 3 2 system system NOUN ijassa-407 3 3 comprises comprise VERB ijassa-407 3 4 several several ADJ ijassa-407 3 5 intelligent intelligent ADJ ijassa-407 3 6 functional functional ADJ ijassa-407 3 7 agents agent NOUN ijassa-407 3 8 , , PUNCT ijassa-407 3 9 each each PRON ijassa-407 3 10 performing perform VERB ijassa-407 3 11 a a DET ijassa-407 3 12 specific specific ADJ ijassa-407 3 13 task task NOUN ijassa-407 3 14 while while SCONJ ijassa-407 3 15 accomplishing accomplish VERB ijassa-407 3 16 the the DET ijassa-407 3 17 global global ADJ ijassa-407 3 18 tasks task NOUN ijassa-407 3 19 through through ADP ijassa-407 3 20 the the DET ijassa-407 3 21 corporation corporation NOUN ijassa-407 3 22 with with ADP ijassa-407 3 23 other other ADJ ijassa-407 3 24 agents agent NOUN ijassa-407 3 25 . . PUNCT ijassa-407 4 1 for for ADP ijassa-407 4 2 a a DET ijassa-407 4 3 schedule schedule NOUN ijassa-407 4 4 with with ADP ijassa-407 4 5 an an DET ijassa-407 4 6 unsatisfactory unsatisfactory ADJ ijassa-407 4 7 performance performance NOUN ijassa-407 4 8 measure measure NOUN ijassa-407 4 9 , , PUNCT ijassa-407 4 10 a a DET ijassa-407 4 11 facilitator facilitator NOUN ijassa-407 4 12 agent agent NOUN ijassa-407 4 13 is be AUX ijassa-407 4 14 able able ADJ ijassa-407 4 15 to to PART ijassa-407 4 16 automatically automatically ADV ijassa-407 4 17 generate generate VERB ijassa-407 4 18 instructions instruction NOUN ijassa-407 4 19 , , PUNCT ijassa-407 4 20 which which PRON ijassa-407 4 21 is be AUX ijassa-407 4 22 fed feed VERB ijassa-407 4 23 back back ADV ijassa-407 4 24 to to ADP ijassa-407 4 25 the the DET ijassa-407 4 26 corresponding corresponding ADJ ijassa-407 4 27 process process NOUN ijassa-407 4 28 planning planning NOUN ijassa-407 4 29 agent agent NOUN ijassa-407 4 30 ( ( PUNCT ijassa-407 4 31 ppa ppa PROPN ijassa-407 4 32 ) ) PUNCT ijassa-407 4 33 for for ADP ijassa-407 4 34 updating update VERB ijassa-407 4 35 the the DET ijassa-407 4 36 solution solution NOUN ijassa-407 4 37 space space NOUN ijassa-407 4 38 . . PUNCT ijassa-407 5 1 the the DET ijassa-407 5 2 ppa ppa PROPN ijassa-407 5 3 then then ADV ijassa-407 5 4 employs employ VERB ijassa-407 5 5 an an DET ijassa-407 5 6 optimization optimization NOUN ijassa-407 5 7 algorithm algorithm NOUN ijassa-407 5 8 to to PART ijassa-407 5 9 find find VERB ijassa-407 5 10 a a DET ijassa-407 5 11 new new ADJ ijassa-407 5 12 optimal optimal ADJ ijassa-407 5 13 plan plan NOUN ijassa-407 5 14 . . PUNCT ijassa-407 6 1 this this DET ijassa-407 6 2 new new ADJ ijassa-407 6 3 plan plan NOUN ijassa-407 6 4 , , PUNCT ijassa-407 6 5 together together ADV ijassa-407 6 6 with with ADP ijassa-407 6 7 the the DET ijassa-407 6 8 unchanged unchanged ADJ ijassa-407 6 9 plans plan NOUN ijassa-407 6 10 , , PUNCT ijassa-407 6 11 will will AUX ijassa-407 6 12 come come VERB ijassa-407 6 13 out out ADP ijassa-407 6 14 a a DET ijassa-407 6 15 new new ADJ ijassa-407 6 16 schedule schedule NOUN ijassa-407 6 17 in in ADP ijassa-407 6 18 the the DET ijassa-407 6 19 scheduling scheduling NOUN ijassa-407 6 20 agent agent NOUN ijassa-407 6 21 . . PUNCT ijassa-407 7 1 the the DET ijassa-407 7 2 coordination coordination NOUN ijassa-407 7 3 process process NOUN ijassa-407 7 4 continues continue VERB ijassa-407 7 5 until until SCONJ ijassa-407 7 6 a a DET ijassa-407 7 7 satisfactory satisfactory ADJ ijassa-407 7 8 process process NOUN ijassa-407 7 9 plans plan NOUN ijassa-407 7 10 / / SYM ijassa-407 7 11 schedule schedule NOUN ijassa-407 7 12 solution solution NOUN ijassa-407 7 13 is be AUX ijassa-407 7 14 derived derive VERB ijassa-407 7 15 . . PUNCT ijassa-407 8 1 in in ADP ijassa-407 8 2 this this DET ijassa-407 8 3 way way NOUN ijassa-407 8 4 , , PUNCT ijassa-407 8 5 the the DET ijassa-407 8 6 schedule schedule NOUN ijassa-407 8 7 is be AUX ijassa-407 8 8 improved improve VERB ijassa-407 8 9 while while SCONJ ijassa-407 8 10 the the DET ijassa-407 8 11 process process NOUN ijassa-407 8 12 plans plan VERB ijassa-407 8 13 still still ADV ijassa-407 8 14 possess possess VERB ijassa-407 8 15 high high ADJ ijassa-407 8 16 quality quality NOUN ijassa-407 8 17 in in ADP ijassa-407 8 18 terms term NOUN ijassa-407 8 19 of of ADP ijassa-407 8 20 the the DET ijassa-407 8 21 process process NOUN ijassa-407 8 22 planning planning NOUN ijassa-407 8 23 objective objective NOUN ijassa-407 8 24 . . PUNCT ijassa-407 9 1 to to PART ijassa-407 9 2 ensure ensure VERB ijassa-407 9 3 effective effective ADJ ijassa-407 9 4 coordination coordination NOUN ijassa-407 9 5 and and CCONJ ijassa-407 9 6 communication communication NOUN ijassa-407 9 7 for for ADP ijassa-407 9 8 the the DET ijassa-407 9 9 involved involved ADJ ijassa-407 9 10 agents agent NOUN ijassa-407 9 11 , , PUNCT ijassa-407 9 12 the the DET ijassa-407 9 13 system system NOUN ijassa-407 9 14 implementation implementation NOUN ijassa-407 9 15 employs employ VERB ijassa-407 9 16 the the DET ijassa-407 9 17 architecture architecture NOUN ijassa-407 9 18 based base VERB ijassa-407 9 19 on on ADP ijassa-407 9 20 a a DET ijassa-407 9 21 multi multi ADJ ijassa-407 9 22 - - ADJ ijassa-407 9 23 tier tier ADJ ijassa-407 9 24 application application NOUN ijassa-407 9 25 model model NOUN ijassa-407 9 26 and and CCONJ ijassa-407 9 27 an an DET ijassa-407 9 28 agent agent NOUN ijassa-407 9 29 development development NOUN ijassa-407 9 30 framework framework NOUN ijassa-407 9 31 . . PUNCT ijassa-407 10 1 keywords keyword NOUN ijassa-407 10 2 process process NOUN ijassa-407 10 3 planning planning NOUN ijassa-407 10 4 , , PUNCT ijassa-407 10 5 scheduling scheduling NOUN ijassa-407 10 6 , , PUNCT ijassa-407 10 7 agent agent NOUN ijassa-407 10 8 . . PUNCT ijassa-407 11 1 1 1 NUM ijassa-407 11 2 introduction introduction NOUN ijassa-407 11 3 effective effective ADJ ijassa-407 11 4 process process NOUN ijassa-407 11 5 planning planning NOUN ijassa-407 11 6 and and CCONJ ijassa-407 11 7 scheduling scheduling NOUN ijassa-407 11 8 is be AUX ijassa-407 11 9 increasingly increasingly ADV ijassa-407 11 10 becoming become VERB ijassa-407 11 11 a a DET ijassa-407 11 12 core core NOUN ijassa-407 11 13 component component NOUN ijassa-407 11 14 of of ADP ijassa-407 11 15 the the DET ijassa-407 11 16 manufacturing manufacturing NOUN ijassa-407 11 17 system system NOUN ijassa-407 11 18 . . PUNCT ijassa-407 12 1 process process NOUN ijassa-407 12 2 planning planning NOUN ijassa-407 12 3 is be AUX ijassa-407 12 4 the the DET ijassa-407 12 5 task task NOUN ijassa-407 12 6 of of ADP ijassa-407 12 7 transforming transform VERB ijassa-407 12 8 a a DET ijassa-407 12 9 product product NOUN ijassa-407 12 10 design design NOUN ijassa-407 12 11 into into ADP ijassa-407 12 12 a a DET ijassa-407 12 13 set set NOUN ijassa-407 12 14 of of ADP ijassa-407 12 15 instructions instruction NOUN ijassa-407 12 16 in in ADP ijassa-407 12 17 sequence sequence NOUN ijassa-407 12 18 while while SCONJ ijassa-407 12 19 scheduling scheduling NOUN ijassa-407 12 20 is be AUX ijassa-407 12 21 the the DET ijassa-407 12 22 task task NOUN ijassa-407 12 23 of of ADP ijassa-407 12 24 allocating allocate VERB ijassa-407 12 25 resources resource NOUN ijassa-407 12 26 over over ADP ijassa-407 12 27 time time NOUN ijassa-407 12 28 to to PART ijassa-407 12 29 perform perform VERB ijassa-407 12 30 a a DET ijassa-407 12 31 collection collection NOUN ijassa-407 12 32 of of ADP ijassa-407 12 33 activities activity NOUN ijassa-407 12 34 . . PUNCT ijassa-407 13 1 traditionally traditionally ADV ijassa-407 13 2 , , PUNCT ijassa-407 13 3 they they PRON ijassa-407 13 4 are be AUX ijassa-407 13 5 treated treat VERB ijassa-407 13 6 as as ADP ijassa-407 13 7 two two NUM ijassa-407 13 8 separate separate ADJ ijassa-407 13 9 tasks task NOUN ijassa-407 13 10 , , PUNCT ijassa-407 13 11 between between ADP ijassa-407 13 12 which which PRON ijassa-407 13 13 the the DET ijassa-407 13 14 generated generate VERB ijassa-407 13 15 gap gap NOUN ijassa-407 13 16 will will AUX ijassa-407 13 17 cause cause VERB ijassa-407 13 18 several several ADJ ijassa-407 13 19 problems problem NOUN ijassa-407 13 20 . . PUNCT ijassa-407 14 1 firstly firstly ADV ijassa-407 14 2 , , PUNCT ijassa-407 14 3 since since SCONJ ijassa-407 14 4 the the DET ijassa-407 14 5 process process NOUN ijassa-407 14 6 planning planning NOUN ijassa-407 14 7 is be AUX ijassa-407 14 8 usually usually ADV ijassa-407 14 9 done do VERB ijassa-407 14 10 before before SCONJ ijassa-407 14 11 the the DET ijassa-407 14 12 process process NOUN ijassa-407 14 13 plan plan NOUN ijassa-407 14 14 is be AUX ijassa-407 14 15 executed execute VERB ijassa-407 14 16 , , PUNCT ijassa-407 14 17 the the DET ijassa-407 14 18 process process NOUN ijassa-407 14 19 plan plan NOUN ijassa-407 14 20 may may AUX ijassa-407 14 21 not not PART ijassa-407 14 22 be be AUX ijassa-407 14 23 applicable applicable ADJ ijassa-407 14 24 when when SCONJ ijassa-407 14 25 the the DET ijassa-407 14 26 job job NOUN ijassa-407 14 27 is be AUX ijassa-407 14 28 dispatched dispatch VERB ijassa-407 14 29 in in ADP ijassa-407 14 30 an an DET ijassa-407 14 31 overall overall ADJ ijassa-407 14 32 schedule schedule NOUN ijassa-407 14 33 due due ADP ijassa-407 14 34 to to ADP ijassa-407 14 35 change change NOUN ijassa-407 14 36 of of ADP ijassa-407 14 37 resource resource NOUN ijassa-407 14 38 availability availability NOUN ijassa-407 14 39 . . PUNCT ijassa-407 15 1 secondly secondly ADV ijassa-407 15 2 , , PUNCT ijassa-407 15 3 in in ADP ijassa-407 15 4 process process NOUN ijassa-407 15 5 planning planning NOUN ijassa-407 15 6 , , PUNCT ijassa-407 15 7 it it PRON ijassa-407 15 8 is be AUX ijassa-407 15 9 often often ADV ijassa-407 15 10 not not PART ijassa-407 15 11 possible possible ADJ ijassa-407 15 12 to to PART ijassa-407 15 13 use use VERB ijassa-407 15 14 the the DET ijassa-407 15 15 knowledge knowledge NOUN ijassa-407 15 16 of of ADP ijassa-407 15 17 the the DET ijassa-407 15 18 actual actual ADJ ijassa-407 15 19 situation situation NOUN ijassa-407 15 20 in in ADP ijassa-407 15 21 the the DET ijassa-407 15 22 shop shop NOUN ijassa-407 15 23 floor floor NOUN ijassa-407 15 24 condition condition NOUN ijassa-407 15 25 , , PUNCT ijassa-407 15 26 thus thus ADV ijassa-407 15 27 resulting result VERB ijassa-407 15 28 in in ADP ijassa-407 15 29 the the DET ijassa-407 15 30 lower low ADJ ijassa-407 15 31 overall overall ADJ ijassa-407 15 32 resource resource NOUN ijassa-407 15 33 utilization utilization NOUN ijassa-407 15 34 and and CCONJ ijassa-407 15 35 poor poor ADJ ijassa-407 15 36 on on ADP ijassa-407 15 37 - - PUNCT ijassa-407 15 38 time time NOUN ijassa-407 15 39 delivery delivery NOUN ijassa-407 15 40 performance performance NOUN ijassa-407 15 41 . . PUNCT ijassa-407 16 1 moreover moreover ADV ijassa-407 16 2 , , PUNCT ijassa-407 16 3 the the DET ijassa-407 16 4 dynamic dynamic ADJ ijassa-407 16 5 shop shop NOUN ijassa-407 16 6 floor floor NOUN ijassa-407 16 7 is be AUX ijassa-407 16 8 full full ADJ ijassa-407 16 9 of of ADP ijassa-407 16 10 different different ADJ ijassa-407 16 11 kinds kind NOUN ijassa-407 16 12 of of ADP ijassa-407 16 13 disruptions disruption NOUN ijassa-407 16 14 , , PUNCT ijassa-407 16 15 which which PRON ijassa-407 16 16 will will AUX ijassa-407 16 17 easily easily ADV ijassa-407 16 18 disturb disturb VERB ijassa-407 16 19 the the DET ijassa-407 16 20 process process NOUN ijassa-407 16 21 plans plan NOUN ijassa-407 16 22 and and CCONJ ijassa-407 16 23 schedule schedule NOUN ijassa-407 16 24 being be AUX ijassa-407 16 25 executed execute VERB ijassa-407 16 26 infeasible infeasible ADJ ijassa-407 16 27 . . PUNCT ijassa-407 17 1 thus thus ADV ijassa-407 17 2 , , PUNCT ijassa-407 17 3 in in ADP ijassa-407 17 4 order order NOUN ijassa-407 17 5 to to PART ijassa-407 17 6 maintain maintain VERB ijassa-407 17 7 the the DET ijassa-407 17 8 optimum optimum NOUN ijassa-407 17 9 and and CCONJ ijassa-407 17 10 feasibility feasibility NOUN ijassa-407 17 11 of of ADP ijassa-407 17 12 the the DET ijassa-407 17 13 process process NOUN ijassa-407 17 14 plans plan NOUN ijassa-407 17 15 and and CCONJ ijassa-407 17 16 schedule schedule NOUN ijassa-407 17 17 , , PUNCT ijassa-407 17 18 the the DET ijassa-407 17 19 collaboration collaboration NOUN ijassa-407 17 20 between between ADP ijassa-407 17 21 the the DET ijassa-407 17 22 process process NOUN ijassa-407 17 23 planning planning NOUN ijassa-407 17 24 and and CCONJ ijassa-407 17 25 scheduling scheduling NOUN ijassa-407 17 26 becomes become VERB ijassa-407 17 27 more more ADV ijassa-407 17 28 and and CCONJ ijassa-407 17 29 more more ADV ijassa-407 17 30 necessary necessary ADJ ijassa-407 17 31 . . PUNCT ijassa-407 18 1 on on ADP ijassa-407 18 2 the the DET ijassa-407 18 3 advances advance NOUN ijassa-407 18 4 in in ADP ijassa-407 18 5 systems system NOUN ijassa-407 18 6 science science NOUN ijassa-407 18 7 and and CCONJ ijassa-407 18 8 applications application NOUN ijassa-407 18 9 ( ( PUNCT ijassa-407 18 10 2014 2014 NUM ijassa-407 18 11 ) ) PUNCT ijassa-407 18 12 vol.14 vol.14 NOUN ijassa-407 18 13 no.1 no.1 X ijassa-407 18 14 37 37 NUM ijassa-407 18 15 other other ADJ ijassa-407 18 16 hand hand NOUN ijassa-407 18 17 , , PUNCT ijassa-407 18 18 industrial industrial ADJ ijassa-407 18 19 growth growth NOUN ijassa-407 18 20 is be AUX ijassa-407 18 21 increasingly increasingly ADV ijassa-407 18 22 dependent dependent ADJ ijassa-407 18 23 on on ADP ijassa-407 18 24 situations situation NOUN ijassa-407 18 25 where where SCONJ ijassa-407 18 26 large large ADJ ijassa-407 18 27 businesses business NOUN ijassa-407 18 28 are be AUX ijassa-407 18 29 distributed distribute VERB ijassa-407 18 30 . . PUNCT ijassa-407 19 1 to to PART ijassa-407 19 2 account account VERB ijassa-407 19 3 for for ADP ijassa-407 19 4 these these DET ijassa-407 19 5 requirements requirement NOUN ijassa-407 19 6 , , PUNCT ijassa-407 19 7 it it PRON ijassa-407 19 8 is be AUX ijassa-407 19 9 possible possible ADJ ijassa-407 19 10 to to PART ijassa-407 19 11 be be AUX ijassa-407 19 12 realized realize VERB ijassa-407 19 13 by by ADP ijassa-407 19 14 the the DET ijassa-407 19 15 agent agent NOUN ijassa-407 19 16 technology technology NOUN ijassa-407 19 17 . . PUNCT ijassa-407 20 1 agent agent NOUN ijassa-407 20 2 technology technology NOUN ijassa-407 20 3 derived derive VERB ijassa-407 20 4 from from ADP ijassa-407 20 5 distributed distribute VERB ijassa-407 20 6 artificial artificial ADJ ijassa-407 20 7 intelligence intelligence NOUN ijassa-407 20 8 is be AUX ijassa-407 20 9 increasingly increasingly ADV ijassa-407 20 10 being be AUX ijassa-407 20 11 recognized recognize VERB ijassa-407 20 12 as as ADP ijassa-407 20 13 a a DET ijassa-407 20 14 promising promising ADJ ijassa-407 20 15 paradigm paradigm NOUN ijassa-407 20 16 for for ADP ijassa-407 20 17 collaborative collaborative ADJ ijassa-407 20 18 manufacturing manufacturing NOUN ijassa-407 20 19 systems system NOUN ijassa-407 20 20 . . PUNCT ijassa-407 21 1 the the DET ijassa-407 21 2 term term NOUN ijassa-407 21 3 “ " PUNCT ijassa-407 21 4 agen agen PROPN ijassa-407 21 5 ” " PUNCT ijassa-407 21 6 has have AUX ijassa-407 21 7 been be AUX ijassa-407 21 8 defined define VERB ijassa-407 21 9 as“a as“a NUM ijassa-407 21 10 computer computer NOUN ijassa-407 21 11 system system NOUN ijassa-407 21 12 situated situate VERB ijassa-407 21 13 in in ADP ijassa-407 21 14 some some DET ijassa-407 21 15 environment environment NOUN ijassa-407 21 16 and and CCONJ ijassa-407 21 17 capable capable ADJ ijassa-407 21 18 of of ADP ijassa-407 21 19 autonomous autonomous ADJ ijassa-407 21 20 action action NOUN ijassa-407 21 21 in in ADP ijassa-407 21 22 this this DET ijassa-407 21 23 environment environment NOUN ijassa-407 21 24 , , PUNCT ijassa-407 21 25 in in ADP ijassa-407 21 26 order order NOUN ijassa-407 21 27 to to PART ijassa-407 21 28 meet meet VERB ijassa-407 21 29 its its PRON ijassa-407 21 30 design design NOUN ijassa-407 21 31 objectives”[1],with objectives”[1],with ADP ijassa-407 21 32 the the DET ijassa-407 21 33 properties property NOUN ijassa-407 21 34 of of ADP ijassa-407 21 35 autonomy autonomy NOUN ijassa-407 21 36 , , PUNCT ijassa-407 21 37 social social ADJ ijassa-407 21 38 ability ability NOUN ijassa-407 21 39 , , PUNCT ijassa-407 21 40 reactivity reactivity NOUN ijassa-407 21 41 , , PUNCT ijassa-407 21 42 and and CCONJ ijassa-407 21 43 pro pro ADJ ijassa-407 21 44 - - ADJ ijassa-407 21 45 activeness activeness ADJ ijassa-407 21 46 [ [ X ijassa-407 21 47 2 2 NUM ijassa-407 21 48 ] ] PUNCT ijassa-407 21 49 . . PUNCT ijassa-407 22 1 a a DET ijassa-407 22 2 group group NOUN ijassa-407 22 3 of of ADP ijassa-407 22 4 such such ADJ ijassa-407 22 5 agents agent NOUN ijassa-407 22 6 form form VERB ijassa-407 22 7 a a DET ijassa-407 22 8 multi multi ADJ ijassa-407 22 9 - - ADJ ijassa-407 22 10 agent agent ADJ ijassa-407 22 11 system system NOUN ijassa-407 22 12 ( ( PUNCT ijassa-407 22 13 mas mas PROPN ijassa-407 22 14 ) ) PUNCT ijassa-407 22 15 , , PUNCT ijassa-407 22 16 where where SCONJ ijassa-407 22 17 the the DET ijassa-407 22 18 participated participate VERB ijassa-407 22 19 agents agent NOUN ijassa-407 22 20 can can AUX ijassa-407 22 21 communicate communicate VERB ijassa-407 22 22 , , PUNCT ijassa-407 22 23 cooperate cooperate VERB ijassa-407 22 24 , , PUNCT ijassa-407 22 25 and and CCONJ ijassa-407 22 26 interact interact VERB ijassa-407 22 27 with with ADP ijassa-407 22 28 each each DET ijassa-407 22 29 other other ADJ ijassa-407 22 30 to to PART ijassa-407 22 31 achieve achieve VERB ijassa-407 22 32 their their PRON ijassa-407 22 33 individual individual ADJ ijassa-407 22 34 objectives objective NOUN ijassa-407 22 35 as as ADV ijassa-407 22 36 well well ADV ijassa-407 22 37 as as ADP ijassa-407 22 38 global global ADJ ijassa-407 22 39 goals goal NOUN ijassa-407 22 40 of of ADP ijassa-407 22 41 the the DET ijassa-407 22 42 system system NOUN ijassa-407 22 43 [ [ X ijassa-407 22 44 2 2 NUM ijassa-407 22 45 ] ] PUNCT ijassa-407 22 46 . . PUNCT ijassa-407 23 1 other other ADJ ijassa-407 23 2 advantages advantage NOUN ijassa-407 23 3 of of ADP ijassa-407 23 4 the the DET ijassa-407 23 5 agent agent NOUN ijassa-407 23 6 - - PUNCT ijassa-407 23 7 based base VERB ijassa-407 23 8 system system NOUN ijassa-407 23 9 include include VERB ijassa-407 23 10 scalability scalability NOUN ijassa-407 23 11 , , PUNCT ijassa-407 23 12 modularity modularity NOUN ijassa-407 23 13 and and CCONJ ijassa-407 23 14 re re NOUN ijassa-407 23 15 - - NOUN ijassa-407 23 16 configurability configurability NOUN ijassa-407 23 17 . . PUNCT ijassa-407 24 1 in in ADP ijassa-407 24 2 this this DET ijassa-407 24 3 paper paper NOUN ijassa-407 24 4 , , PUNCT ijassa-407 24 5 we we PRON ijassa-407 24 6 present present VERB ijassa-407 24 7 an an DET ijassa-407 24 8 agent agent NOUN ijassa-407 24 9 - - PUNCT ijassa-407 24 10 based base VERB ijassa-407 24 11 distributed distribute VERB ijassa-407 24 12 process process NOUN ijassa-407 24 13 planning planning NOUN ijassa-407 24 14 and and CCONJ ijassa-407 24 15 scheduling scheduling NOUN ijassa-407 24 16 system system NOUN ijassa-407 24 17 ( ( PUNCT ijassa-407 24 18 adpps adpps NOUN ijassa-407 24 19 ) ) PUNCT ijassa-407 24 20 , , PUNCT ijassa-407 24 21 which which PRON ijassa-407 24 22 consists consist VERB ijassa-407 24 23 of of ADP ijassa-407 24 24 several several ADJ ijassa-407 24 25 functional functional ADJ ijassa-407 24 26 agents agent NOUN ijassa-407 24 27 . . PUNCT ijassa-407 25 1 each each DET ijassa-407 25 2 agent agent NOUN ijassa-407 25 3 is be AUX ijassa-407 25 4 able able ADJ ijassa-407 25 5 to to PART ijassa-407 25 6 conquer conquer VERB ijassa-407 25 7 its its PRON ijassa-407 25 8 individual individual ADJ ijassa-407 25 9 local local ADJ ijassa-407 25 10 problems problem NOUN ijassa-407 25 11 while while SCONJ ijassa-407 25 12 accomplishing accomplish VERB ijassa-407 25 13 the the DET ijassa-407 25 14 global global ADJ ijassa-407 25 15 tasks task NOUN ijassa-407 25 16 through through ADP ijassa-407 25 17 the the DET ijassa-407 25 18 corporation corporation NOUN ijassa-407 25 19 with with ADP ijassa-407 25 20 other other ADJ ijassa-407 25 21 agents agent NOUN ijassa-407 25 22 . . PUNCT ijassa-407 26 1 the the DET ijassa-407 26 2 overall overall ADJ ijassa-407 26 3 aim aim NOUN ijassa-407 26 4 is be AUX ijassa-407 26 5 to to PART ijassa-407 26 6 improve improve VERB ijassa-407 26 7 the the DET ijassa-407 26 8 performance performance NOUN ijassa-407 26 9 of of ADP ijassa-407 26 10 the the DET ijassa-407 26 11 schedule schedule NOUN ijassa-407 26 12 while while SCONJ ijassa-407 26 13 minimum minimum NOUN ijassa-407 26 14 process process NOUN ijassa-407 26 15 planning planning NOUN ijassa-407 26 16 cost cost NOUN ijassa-407 26 17 is be AUX ijassa-407 26 18 also also ADV ijassa-407 26 19 desirable desirable ADJ ijassa-407 26 20 . . PUNCT ijassa-407 27 1 with with ADP ijassa-407 27 2 the the DET ijassa-407 27 3 help help NOUN ijassa-407 27 4 of of ADP ijassa-407 27 5 an an DET ijassa-407 27 6 optimization optimization NOUN ijassa-407 27 7 algorithm algorithm NOUN ijassa-407 27 8 , , PUNCT ijassa-407 27 9 the the DET ijassa-407 27 10 process process NOUN ijassa-407 27 11 planning planning NOUN ijassa-407 27 12 agent agent NOUN ijassa-407 27 13 is be AUX ijassa-407 27 14 able able ADJ ijassa-407 27 15 to to PART ijassa-407 27 16 generate generate VERB ijassa-407 27 17 a a DET ijassa-407 27 18 high high ADJ ijassa-407 27 19 quality quality NOUN ijassa-407 27 20 of of ADP ijassa-407 27 21 process process NOUN ijassa-407 27 22 plan plan NOUN ijassa-407 27 23 for for ADP ijassa-407 27 24 the the DET ijassa-407 27 25 designed design VERB ijassa-407 27 26 part part NOUN ijassa-407 27 27 according accord VERB ijassa-407 27 28 to to ADP ijassa-407 27 29 the the DET ijassa-407 27 30 predefined predefine VERB ijassa-407 27 31 objective objective ADJ ijassa-407 27 32 functions function NOUN ijassa-407 27 33 . . PUNCT ijassa-407 28 1 the the DET ijassa-407 28 2 scheduling scheduling NOUN ijassa-407 28 3 agent agent NOUN ijassa-407 28 4 is be AUX ijassa-407 28 5 capable capable ADJ ijassa-407 28 6 of of ADP ijassa-407 28 7 generating generate VERB ijassa-407 28 8 a a DET ijassa-407 28 9 schedule schedule NOUN ijassa-407 28 10 based base VERB ijassa-407 28 11 on on ADP ijassa-407 28 12 the the DET ijassa-407 28 13 involved involved ADJ ijassa-407 28 14 process process NOUN ijassa-407 28 15 plans plan NOUN ijassa-407 28 16 and and CCONJ ijassa-407 28 17 the the DET ijassa-407 28 18 available available ADJ ijassa-407 28 19 resources resource NOUN ijassa-407 28 20 in in ADP ijassa-407 28 21 the the DET ijassa-407 28 22 shop shop NOUN ijassa-407 28 23 floor floor NOUN ijassa-407 28 24 . . PUNCT ijassa-407 29 1 the the DET ijassa-407 29 2 facilitator facilitator NOUN ijassa-407 29 3 agent agent NOUN ijassa-407 29 4 plays play VERB ijassa-407 29 5 a a DET ijassa-407 29 6 coordination coordination NOUN ijassa-407 29 7 role role NOUN ijassa-407 29 8 among among ADP ijassa-407 29 9 the the DET ijassa-407 29 10 different different ADJ ijassa-407 29 11 agents agent NOUN ijassa-407 29 12 to to PART ijassa-407 29 13 iteratively iteratively ADV ijassa-407 29 14 achieve achieve VERB ijassa-407 29 15 the the DET ijassa-407 29 16 global global ADJ ijassa-407 29 17 objectives objective NOUN ijassa-407 29 18 . . PUNCT ijassa-407 30 1 such such DET ijassa-407 30 2 a a DET ijassa-407 30 3 system system NOUN ijassa-407 30 4 is be AUX ijassa-407 30 5 capable capable ADJ ijassa-407 30 6 of of ADP ijassa-407 30 7 balancing balance VERB ijassa-407 30 8 the the DET ijassa-407 30 9 machine machine NOUN ijassa-407 30 10 utilization utilization NOUN ijassa-407 30 11 and and CCONJ ijassa-407 30 12 reducing reduce VERB ijassa-407 30 13 the the DET ijassa-407 30 14 tardy tardy ADJ ijassa-407 30 15 jobs job NOUN ijassa-407 30 16 for for ADP ijassa-407 30 17 the the DET ijassa-407 30 18 production production NOUN ijassa-407 30 19 of of ADP ijassa-407 30 20 prismatic prismatic ADJ ijassa-407 30 21 parts part NOUN ijassa-407 30 22 [ [ X ijassa-407 30 23 3,4 3,4 NUM ijassa-407 30 24 ] ] PUNCT ijassa-407 30 25 . . PUNCT ijassa-407 31 1 in in ADP ijassa-407 31 2 addition addition NOUN ijassa-407 31 3 , , PUNCT ijassa-407 31 4 it it PRON ijassa-407 31 5 also also ADV ijassa-407 31 6 has have VERB ijassa-407 31 7 the the DET ijassa-407 31 8 capability capability NOUN ijassa-407 31 9 to to PART ijassa-407 31 10 deal deal VERB ijassa-407 31 11 with with ADP ijassa-407 31 12 machine machine NOUN ijassa-407 31 13 breakdown breakdown NOUN ijassa-407 31 14 scenario scenario NOUN ijassa-407 31 15 that that PRON ijassa-407 31 16 commonly commonly ADV ijassa-407 31 17 occurs occur VERB ijassa-407 31 18 in in ADP ijassa-407 31 19 the the DET ijassa-407 31 20 production production NOUN ijassa-407 31 21 [ [ X ijassa-407 31 22 5 5 NUM ijassa-407 31 23 ] ] PUNCT ijassa-407 31 24 . . PUNCT ijassa-407 32 1 2 2 NUM ijassa-407 32 2 related relate VERB ijassa-407 32 3 work work NOUN ijassa-407 32 4 since since SCONJ ijassa-407 32 5 the the DET ijassa-407 32 6 early early ADJ ijassa-407 32 7 1990s 1990 NOUN ijassa-407 32 8 , , PUNCT ijassa-407 32 9 agent agent NOUN ijassa-407 32 10 technology technology NOUN ijassa-407 32 11 has have AUX ijassa-407 32 12 been be AUX ijassa-407 32 13 applied apply VERB ijassa-407 32 14 to to PART ijassa-407 32 15 develop develop VERB ijassa-407 32 16 the the DET ijassa-407 32 17 intelligent intelligent ADJ ijassa-407 32 18 manufacturing manufacturing NOUN ijassa-407 32 19 system system NOUN ijassa-407 32 20 by by ADP ijassa-407 32 21 negotiation negotiation NOUN ijassa-407 32 22 , , PUNCT ijassa-407 32 23 coordination coordination NOUN ijassa-407 32 24 , , PUNCT ijassa-407 32 25 and and CCONJ ijassa-407 32 26 cooperation cooperation NOUN ijassa-407 32 27 . . PUNCT ijassa-407 33 1 due due ADP ijassa-407 33 2 to to ADP ijassa-407 33 3 the the DET ijassa-407 33 4 page page NOUN ijassa-407 33 5 limitation limitation NOUN ijassa-407 33 6 , , PUNCT ijassa-407 33 7 only only ADV ijassa-407 33 8 some some DET ijassa-407 33 9 typical typical ADJ ijassa-407 33 10 examples example NOUN ijassa-407 33 11 in in ADP ijassa-407 33 12 distributed distribute VERB ijassa-407 33 13 collaborative collaborative ADJ ijassa-407 33 14 systems system NOUN ijassa-407 33 15 are be AUX ijassa-407 33 16 investigated investigate VERB ijassa-407 33 17 . . PUNCT ijassa-407 34 1 shade shade NOUN ijassa-407 35 1 [ [ X ijassa-407 35 2 6 6 NUM ijassa-407 35 3 ] ] PUNCT ijassa-407 35 4 proposed propose VERB ijassa-407 35 5 the the DET ijassa-407 35 6 information information NOUN ijassa-407 35 7 sharing sharing NOUN ijassa-407 35 8 and and CCONJ ijassa-407 35 9 decision decision NOUN ijassa-407 35 10 coordination coordination NOUN ijassa-407 35 11 approach approach NOUN ijassa-407 35 12 for for ADP ijassa-407 35 13 integrated integrate VERB ijassa-407 35 14 collaborative collaborative ADJ ijassa-407 35 15 manufacturing manufacturing NOUN ijassa-407 35 16 . . PUNCT ijassa-407 36 1 ciimplex ciimplex ADJ ijassa-407 36 2 [ [ X ijassa-407 36 3 7 7 NUM ijassa-407 36 4 ] ] PUNCT ijassa-407 36 5 presented present VERB ijassa-407 36 6 an an DET ijassa-407 36 7 agent agent NOUN ijassa-407 36 8 - - PUNCT ijassa-407 36 9 based base VERB ijassa-407 36 10 system system NOUN ijassa-407 36 11 for for ADP ijassa-407 36 12 intelligent intelligent ADJ ijassa-407 36 13 enterprise enterprise NOUN ijassa-407 36 14 integration integration NOUN ijassa-407 36 15 for for ADP ijassa-407 36 16 manufacturing manufacturing NOUN ijassa-407 36 17 planning planning NOUN ijassa-407 36 18 and and CCONJ ijassa-407 36 19 execution execution NOUN ijassa-407 36 20 . . PUNCT ijassa-407 37 1 metamorph metamorph PROPN ijassa-407 37 2 ii ii PROPN ijassa-407 38 1 [ [ X ijassa-407 38 2 8 8 NUM ijassa-407 38 3 ] ] PUNCT ijassa-407 38 4 developed develop VERB ijassa-407 38 5 a a DET ijassa-407 38 6 hybrid hybrid ADJ ijassa-407 38 7 agentbased agentbase VERB ijassa-407 38 8 mediator mediator NOUN ijassa-407 38 9 - - PUNCT ijassa-407 38 10 centric centric ADJ ijassa-407 38 11 architecture architecture NOUN ijassa-407 38 12 to to PART ijassa-407 38 13 integrate integrate VERB ijassa-407 38 14 process process NOUN ijassa-407 38 15 planning planning NOUN ijassa-407 38 16 and and CCONJ ijassa-407 38 17 scheduling scheduling NOUN ijassa-407 38 18 through through ADP ijassa-407 38 19 the the DET ijassa-407 38 20 higher high ADJ ijassa-407 38 21 level level NOUN ijassa-407 38 22 coordination coordination NOUN ijassa-407 38 23 within within ADP ijassa-407 38 24 a a DET ijassa-407 38 25 supply supply NOUN ijassa-407 38 26 chain chain NOUN ijassa-407 38 27 network network NOUN ijassa-407 38 28 . . PUNCT ijassa-407 39 1 jia jia PROPN ijassa-407 39 2 et et PROPN ijassa-407 39 3 al al PROPN ijassa-407 39 4 . . PUNCT ijassa-407 40 1 [ [ X ijassa-407 40 2 9 9 NUM ijassa-407 40 3 ] ] PUNCT ijassa-407 40 4 demonstrated demonstrate VERB ijassa-407 40 5 an an DET ijassa-407 40 6 agent agent NOUN ijassa-407 40 7 based base VERB ijassa-407 40 8 system system NOUN ijassa-407 40 9 for for ADP ijassa-407 40 10 coordinated coordinated ADJ ijassa-407 40 11 product product NOUN ijassa-407 40 12 development development NOUN ijassa-407 40 13 and and CCONJ ijassa-407 40 14 manufacture manufacture NOUN ijassa-407 40 15 . . PUNCT ijassa-407 41 1 wong wong PROPN ijassa-407 41 2 et et PROPN ijassa-407 41 3 al al PROPN ijassa-407 41 4 . . PUNCT ijassa-407 42 1 [ [ X ijassa-407 42 2 10 10 NUM ijassa-407 42 3 ] ] PUNCT ijassa-407 42 4 implemented implement VERB ijassa-407 42 5 a a DET ijassa-407 42 6 hybrid hybrid NOUN ijassa-407 42 7 - - PUNCT ijassa-407 42 8 based base VERB ijassa-407 42 9 multi multi ADJ ijassa-407 42 10 - - ADJ ijassa-407 42 11 agent agent ADJ ijassa-407 42 12 system system NOUN ijassa-407 42 13 38 38 NUM ijassa-407 42 14 y.f y.f PROPN ijassa-407 42 15 . . PUNCT ijassa-407 43 1 wang wang PROPN ijassa-407 43 2 : : PUNCT ijassa-407 43 3 an an DET ijassa-407 43 4 agent agent NOUN ijassa-407 43 5 - - PUNCT ijassa-407 43 6 based base VERB ijassa-407 43 7 distributed distribute VERB ijassa-407 43 8 process process NOUN ijassa-407 43 9 planning planning NOUN ijassa-407 43 10 and and CCONJ ijassa-407 43 11 scheduling scheduling NOUN ijassa-407 43 12 system system NOUN ijassa-407 43 13 for for ADP ijassa-407 43 14 integrating integrate VERB ijassa-407 43 15 process process NOUN ijassa-407 43 16 planning plan VERB ijassa-407 43 17 with with ADP ijassa-407 43 18 scheduling scheduling NOUN ijassa-407 43 19 in in ADP ijassa-407 43 20 job job NOUN ijassa-407 43 21 shops shop NOUN ijassa-407 43 22 , , PUNCT ijassa-407 43 23 where where SCONJ ijassa-407 43 24 each each PRON ijassa-407 43 25 of of ADP ijassa-407 43 26 the the DET ijassa-407 43 27 jobs job NOUN ijassa-407 43 28 and and CCONJ ijassa-407 43 29 machines machine NOUN ijassa-407 43 30 is be AUX ijassa-407 43 31 modeled model VERB ijassa-407 43 32 as as ADP ijassa-407 43 33 a a DET ijassa-407 43 34 local local ADJ ijassa-407 43 35 agent agent NOUN ijassa-407 43 36 . . PUNCT ijassa-407 44 1 one one NUM ijassa-407 44 2 limitation limitation NOUN ijassa-407 44 3 for for ADP ijassa-407 44 4 this this DET ijassa-407 44 5 approach approach NOUN ijassa-407 44 6 is be AUX ijassa-407 44 7 that that SCONJ ijassa-407 44 8 with with ADP ijassa-407 44 9 the the DET ijassa-407 44 10 increasing increase VERB ijassa-407 44 11 number number NOUN ijassa-407 44 12 of of ADP ijassa-407 44 13 resources resource NOUN ijassa-407 44 14 in in ADP ijassa-407 44 15 reality reality NOUN ijassa-407 44 16 , , PUNCT ijassa-407 44 17 the the DET ijassa-407 44 18 amount amount NOUN ijassa-407 44 19 of of ADP ijassa-407 44 20 agents agent NOUN ijassa-407 44 21 will will AUX ijassa-407 44 22 also also ADV ijassa-407 44 23 increase increase VERB ijassa-407 44 24 , , PUNCT ijassa-407 44 25 leading lead VERB ijassa-407 44 26 to to ADP ijassa-407 44 27 the the DET ijassa-407 44 28 overhead overhead ADJ ijassa-407 44 29 communication communication NOUN ijassa-407 44 30 . . PUNCT ijassa-407 45 1 the the DET ijassa-407 45 2 functional functional ADJ ijassa-407 45 3 decomposition decomposition NOUN ijassa-407 45 4 approach approach NOUN ijassa-407 45 5 adopted adopt VERB ijassa-407 45 6 in in ADP ijassa-407 45 7 our our PRON ijassa-407 45 8 work work NOUN ijassa-407 45 9 can can AUX ijassa-407 45 10 overcome overcome VERB ijassa-407 45 11 this this DET ijassa-407 45 12 problem problem NOUN ijassa-407 45 13 , , PUNCT ijassa-407 45 14 where where SCONJ ijassa-407 45 15 each each DET ijassa-407 45 16 manufacturing manufacturing NOUN ijassa-407 45 17 activity activity NOUN ijassa-407 45 18 is be AUX ijassa-407 45 19 encapsulated encapsulate VERB ijassa-407 45 20 as as ADP ijassa-407 45 21 an an DET ijassa-407 45 22 intelligent intelligent ADJ ijassa-407 45 23 and and CCONJ ijassa-407 45 24 autonomous autonomous ADJ ijassa-407 45 25 agent agent NOUN ijassa-407 45 26 . . PUNCT ijassa-407 46 1 such such DET ijassa-407 46 2 an an DET ijassa-407 46 3 agent agent NOUN ijassa-407 46 4 - - PUNCT ijassa-407 46 5 based base VERB ijassa-407 46 6 encapsulation encapsulation NOUN ijassa-407 46 7 approach approach NOUN ijassa-407 46 8 can can AUX ijassa-407 46 9 greatly greatly ADV ijassa-407 46 10 improve improve VERB ijassa-407 46 11 the the DET ijassa-407 46 12 integration integration NOUN ijassa-407 46 13 of of ADP ijassa-407 46 14 heterogeneous heterogeneous ADJ ijassa-407 46 15 software software NOUN ijassa-407 46 16 components component NOUN ijassa-407 46 17 , , PUNCT ijassa-407 46 18 which which PRON ijassa-407 46 19 also also ADV ijassa-407 46 20 facilitates facilitate VERB ijassa-407 46 21 the the DET ijassa-407 46 22 coordination coordination NOUN ijassa-407 46 23 and and CCONJ ijassa-407 46 24 cooperation cooperation NOUN ijassa-407 46 25 among among ADP ijassa-407 46 26 geographically geographically ADV ijassa-407 46 27 dispersed disperse VERB ijassa-407 46 28 departments department NOUN ijassa-407 46 29 . . PUNCT ijassa-407 47 1 3 3 NUM ijassa-407 47 2 a a DET ijassa-407 47 3 proposed propose VERB ijassa-407 47 4 agent agent NOUN ijassa-407 47 5 - - PUNCT ijassa-407 47 6 based base VERB ijassa-407 47 7 distributed distribute VERB ijassa-407 47 8 process process NOUN ijassa-407 47 9 planning planning NOUN ijassa-407 47 10 and and CCONJ ijassa-407 47 11 scheduling scheduling NOUN ijassa-407 47 12 system system NOUN ijassa-407 47 13 3.1 3.1 NUM ijassa-407 47 14 system system NOUN ijassa-407 47 15 overview overview VERB ijassa-407 47 16 fig.1 fig.1 PROPN ijassa-407 47 17 lpm lpm NOUN ijassa-407 47 18 system system NOUN ijassa-407 47 19 layout layout NOUN ijassa-407 47 20 . . PUNCT ijassa-407 48 1 fig.1 fig.1 PROPN ijassa-407 48 2 presents present VERB ijassa-407 48 3 the the DET ijassa-407 48 4 framework framework NOUN ijassa-407 48 5 for for ADP ijassa-407 48 6 the the DET ijassa-407 48 7 agent agent NOUN ijassa-407 48 8 - - PUNCT ijassa-407 48 9 based base VERB ijassa-407 48 10 distributed distribute VERB ijassa-407 48 11 process process NOUN ijassa-407 48 12 planning planning NOUN ijassa-407 48 13 and and CCONJ ijassa-407 48 14 scheduling scheduling NOUN ijassa-407 48 15 system system NOUN ijassa-407 48 16 , , PUNCT ijassa-407 48 17 which which PRON ijassa-407 48 18 consists consist VERB ijassa-407 48 19 of of ADP ijassa-407 48 20 six six NUM ijassa-407 48 21 kinds kind NOUN ijassa-407 48 22 of of ADP ijassa-407 48 23 agents agent NOUN ijassa-407 48 24 : : PUNCT ijassa-407 48 25 resource resource NOUN ijassa-407 48 26 agent agent NOUN ijassa-407 48 27 ( ( PUNCT ijassa-407 48 28 ra ra PROPN ijassa-407 48 29 ) ) PUNCT ijassa-407 48 30 , , PUNCT ijassa-407 48 31 production production NOUN ijassa-407 48 32 monitor monitor NOUN ijassa-407 48 33 agent agent NOUN ijassa-407 48 34 ( ( PUNCT ijassa-407 48 35 pma pma PROPN ijassa-407 48 36 ) ) PUNCT ijassa-407 48 37 , , PUNCT ijassa-407 48 38 process process NOUN ijassa-407 48 39 identification identification NOUN ijassa-407 48 40 agent agent NOUN ijassa-407 48 41 ( ( PUNCT ijassa-407 48 42 pia pia PROPN ijassa-407 48 43 ) ) PUNCT ijassa-407 48 44 , , PUNCT ijassa-407 48 45 process process NOUN ijassa-407 48 46 planning planning NOUN ijassa-407 48 47 agent agent NOUN ijassa-407 48 48 ( ( PUNCT ijassa-407 48 49 ppa ppa PROPN ijassa-407 48 50 ) ) PUNCT ijassa-407 48 51 , , PUNCT ijassa-407 48 52 scheduling scheduling NOUN ijassa-407 48 53 agent agent NOUN ijassa-407 48 54 ( ( PUNCT ijassa-407 48 55 sa sa PROPN ijassa-407 48 56 ) ) PUNCT ijassa-407 48 57 , , PUNCT ijassa-407 48 58 and and CCONJ ijassa-407 48 59 facilitator facilitator NOUN ijassa-407 48 60 agent agent NOUN ijassa-407 48 61 ( ( PUNCT ijassa-407 48 62 fa fa NOUN ijassa-407 48 63 ) ) PUNCT ijassa-407 48 64 . . PUNCT ijassa-407 49 1 these these DET ijassa-407 49 2 functional functional ADJ ijassa-407 49 3 agents agent NOUN ijassa-407 49 4 can can AUX ijassa-407 49 5 be be AUX ijassa-407 49 6 configured configure VERB ijassa-407 49 7 in in ADP ijassa-407 49 8 different different ADJ ijassa-407 49 9 computers computer NOUN ijassa-407 49 10 located locate VERB ijassa-407 49 11 in in ADP ijassa-407 49 12 geographically geographically ADV ijassa-407 49 13 different different ADJ ijassa-407 49 14 places place NOUN ijassa-407 49 15 . . PUNCT ijassa-407 50 1 all all DET ijassa-407 50 2 the the DET ijassa-407 50 3 agents agent NOUN ijassa-407 50 4 cooperate cooperate VERB ijassa-407 50 5 with with ADP ijassa-407 50 6 each each DET ijassa-407 50 7 other other ADJ ijassa-407 50 8 to to PART ijassa-407 50 9 achieve achieve VERB ijassa-407 50 10 a a DET ijassa-407 50 11 common common ADJ ijassa-407 50 12 goal goal NOUN ijassa-407 50 13 through through ADP ijassa-407 50 14 the the DET ijassa-407 50 15 internet internet NOUN ijassa-407 50 16 . . PUNCT ijassa-407 51 1 in in ADP ijassa-407 51 2 recent recent ADJ ijassa-407 51 3 years year NOUN ijassa-407 51 4 , , PUNCT ijassa-407 51 5 extensible extensible ADJ ijassa-407 51 6 markup markup NOUN ijassa-407 51 7 language language NOUN ijassa-407 51 8 advances advance NOUN ijassa-407 51 9 in in ADP ijassa-407 51 10 systems system NOUN ijassa-407 51 11 science science NOUN ijassa-407 51 12 and and CCONJ ijassa-407 51 13 applications application NOUN ijassa-407 51 14 ( ( PUNCT ijassa-407 51 15 2014 2014 NUM ijassa-407 51 16 ) ) PUNCT ijassa-407 51 17 vol.14 vol.14 NOUN ijassa-407 51 18 no.1 no.1 X ijassa-407 51 19 39 39 NUM ijassa-407 51 20 ( ( PUNCT ijassa-407 51 21 xml xml NOUN ijassa-407 51 22 ) ) PUNCT ijassa-407 51 23 has have AUX ijassa-407 51 24 become become VERB ijassa-407 51 25 an an DET ijassa-407 51 26 increasingly increasingly ADV ijassa-407 51 27 accepted accept VERB ijassa-407 51 28 language language NOUN ijassa-407 51 29 for for ADP ijassa-407 51 30 internet internet NOUN ijassa-407 51 31 - - PUNCT ijassa-407 51 32 based base VERB ijassa-407 51 33 applications application NOUN ijassa-407 51 34 , , PUNCT ijassa-407 51 35 which which PRON ijassa-407 51 36 provides provide VERB ijassa-407 51 37 the the DET ijassa-407 51 38 benefit benefit NOUN ijassa-407 51 39 of of ADP ijassa-407 51 40 neutral neutral ADJ ijassa-407 51 41 data datum NOUN ijassa-407 51 42 representation representation NOUN ijassa-407 51 43 . . PUNCT ijassa-407 52 1 in in ADP ijassa-407 52 2 compliance compliance NOUN ijassa-407 52 3 with with ADP ijassa-407 52 4 this this DET ijassa-407 52 5 trend trend NOUN ijassa-407 52 6 , , PUNCT ijassa-407 52 7 xml xml NOUN ijassa-407 52 8 technology technology NOUN ijassa-407 52 9 is be AUX ijassa-407 52 10 used use VERB ijassa-407 52 11 to to PART ijassa-407 52 12 encapsulate encapsulate VERB ijassa-407 52 13 , , PUNCT ijassa-407 52 14 extract extract NOUN ijassa-407 52 15 , , PUNCT ijassa-407 52 16 and and CCONJ ijassa-407 52 17 transfer transfer VERB ijassa-407 52 18 the the DET ijassa-407 52 19 knowledge knowledge NOUN ijassa-407 52 20 among among ADP ijassa-407 52 21 the the DET ijassa-407 52 22 participated participate VERB ijassa-407 52 23 agents agent NOUN ijassa-407 52 24 . . PUNCT ijassa-407 53 1 the the DET ijassa-407 53 2 functionality functionality NOUN ijassa-407 53 3 of of ADP ijassa-407 53 4 each each DET ijassa-407 53 5 agent agent NOUN ijassa-407 53 6 is be AUX ijassa-407 53 7 described describe VERB ijassa-407 53 8 in in ADP ijassa-407 53 9 the the DET ijassa-407 53 10 following follow VERB ijassa-407 53 11 sections section NOUN ijassa-407 53 12 . . PUNCT ijassa-407 54 1 3.1.1 3.1.1 NUM ijassa-407 54 2 resource resource NOUN ijassa-407 54 3 agent agent NOUN ijassa-407 54 4 ( ( PUNCT ijassa-407 54 5 ra ra NOUN ijassa-407 54 6 ) ) PUNCT ijassa-407 54 7 the the DET ijassa-407 54 8 ra ra PROPN ijassa-407 54 9 plays play VERB ijassa-407 54 10 a a DET ijassa-407 54 11 fundamental fundamental ADJ ijassa-407 54 12 role role NOUN ijassa-407 54 13 in in ADP ijassa-407 54 14 the the DET ijassa-407 54 15 distributed distribute VERB ijassa-407 54 16 manufacturing manufacturing NOUN ijassa-407 54 17 system system NOUN ijassa-407 54 18 , , PUNCT ijassa-407 54 19 which which PRON ijassa-407 54 20 is be AUX ijassa-407 54 21 able able ADJ ijassa-407 54 22 to to PART ijassa-407 54 23 retrieve retrieve VERB ijassa-407 54 24 the the DET ijassa-407 54 25 resource resource NOUN ijassa-407 54 26 data datum NOUN ijassa-407 54 27 for for ADP ijassa-407 54 28 the the DET ijassa-407 54 29 other other ADJ ijassa-407 54 30 agents agent NOUN ijassa-407 54 31 according accord VERB ijassa-407 54 32 to to ADP ijassa-407 54 33 their their PRON ijassa-407 54 34 demands demand NOUN ijassa-407 54 35 . . PUNCT ijassa-407 55 1 it it PRON ijassa-407 55 2 is be AUX ijassa-407 55 3 also also ADV ijassa-407 55 4 responsible responsible ADJ ijassa-407 55 5 for for ADP ijassa-407 55 6 managing manage VERB ijassa-407 55 7 the the DET ijassa-407 55 8 resource resource NOUN ijassa-407 55 9 information information NOUN ijassa-407 55 10 in in ADP ijassa-407 55 11 the the DET ijassa-407 55 12 shop shop NOUN ijassa-407 55 13 floor floor NOUN ijassa-407 55 14 , , PUNCT ijassa-407 55 15 including include VERB ijassa-407 55 16 the the DET ijassa-407 55 17 specification specification NOUN ijassa-407 55 18 of of ADP ijassa-407 55 19 machines machine NOUN ijassa-407 55 20 and and CCONJ ijassa-407 55 21 tools tool NOUN ijassa-407 55 22 such such ADJ ijassa-407 55 23 as as ADP ijassa-407 55 24 maximum maximum ADJ ijassa-407 55 25 size size NOUN ijassa-407 55 26 , , PUNCT ijassa-407 55 27 achievable achievable ADJ ijassa-407 55 28 accuracy accuracy NOUN ijassa-407 55 29 , , PUNCT ijassa-407 55 30 and and CCONJ ijassa-407 55 31 surface surface NOUN ijassa-407 55 32 finish finish NOUN ijassa-407 55 33 , , PUNCT ijassa-407 55 34 etc etc X ijassa-407 55 35 . . X ijassa-407 55 36 , , PUNCT ijassa-407 55 37 as as ADV ijassa-407 55 38 well well ADV ijassa-407 55 39 as as ADP ijassa-407 55 40 their their PRON ijassa-407 55 41 manufacturing manufacturing NOUN ijassa-407 55 42 capabilities capability NOUN ijassa-407 55 43 . . PUNCT ijassa-407 56 1 in in ADP ijassa-407 56 2 order order NOUN ijassa-407 56 3 to to PART ijassa-407 56 4 ensure ensure VERB ijassa-407 56 5 the the DET ijassa-407 56 6 data datum NOUN ijassa-407 56 7 consistency consistency NOUN ijassa-407 56 8 , , PUNCT ijassa-407 56 9 the the DET ijassa-407 56 10 resource resource NOUN ijassa-407 56 11 information information NOUN ijassa-407 56 12 is be AUX ijassa-407 56 13 dynamically dynamically ADV ijassa-407 56 14 updated update VERB ijassa-407 56 15 . . PUNCT ijassa-407 57 1 when when SCONJ ijassa-407 57 2 a a DET ijassa-407 57 3 machine machine NOUN ijassa-407 57 4 breaks break VERB ijassa-407 57 5 down down ADP ijassa-407 57 6 , , PUNCT ijassa-407 57 7 the the DET ijassa-407 57 8 ra ra PROPN ijassa-407 57 9 updates update VERB ijassa-407 57 10 its its PRON ijassa-407 57 11 status status NOUN ijassa-407 57 12 to to PART ijassa-407 57 13 be be AUX ijassa-407 57 14 unavailable unavailable ADJ ijassa-407 57 15 . . PUNCT ijassa-407 58 1 similarly similarly ADV ijassa-407 58 2 , , PUNCT ijassa-407 58 3 when when SCONJ ijassa-407 58 4 it it PRON ijassa-407 58 5 gets get AUX ijassa-407 58 6 recovered recover VERB ijassa-407 58 7 , , PUNCT ijassa-407 58 8 its its PRON ijassa-407 58 9 status status NOUN ijassa-407 58 10 turns turn VERB ijassa-407 58 11 to to PART ijassa-407 58 12 be be AUX ijassa-407 58 13 available available ADJ ijassa-407 58 14 again again ADV ijassa-407 58 15 . . PUNCT ijassa-407 59 1 by by ADP ijassa-407 59 2 connecting connect VERB ijassa-407 59 3 to to ADP ijassa-407 59 4 each each DET ijassa-407 59 5 resource resource NOUN ijassa-407 59 6 entity entity NOUN ijassa-407 59 7 in in ADP ijassa-407 59 8 the the DET ijassa-407 59 9 production production NOUN ijassa-407 59 10 , , PUNCT ijassa-407 59 11 ra ra PROPN ijassa-407 59 12 sends send VERB ijassa-407 59 13 the the DET ijassa-407 59 14 working work VERB ijassa-407 59 15 status status NOUN ijassa-407 59 16 of of ADP ijassa-407 59 17 the the DET ijassa-407 59 18 current current ADJ ijassa-407 59 19 resources resource NOUN ijassa-407 59 20 to to ADP ijassa-407 59 21 the the DET ijassa-407 59 22 production production NOUN ijassa-407 59 23 monitor monitor NOUN ijassa-407 59 24 agent agent NOUN ijassa-407 59 25 so so SCONJ ijassa-407 59 26 as as SCONJ ijassa-407 59 27 to to PART ijassa-407 59 28 react react VERB ijassa-407 59 29 the the DET ijassa-407 59 30 unexpected unexpected ADJ ijassa-407 59 31 disruptions disruption NOUN ijassa-407 59 32 . . PUNCT ijassa-407 60 1 3.1.2 3.1.2 NUM ijassa-407 60 2 process process NOUN ijassa-407 60 3 identification identification NOUN ijassa-407 60 4 agent agent NOUN ijassa-407 60 5 ( ( PUNCT ijassa-407 60 6 pia pia PROPN ijassa-407 60 7 ) ) PUNCT ijassa-407 60 8 the the DET ijassa-407 60 9 pia pia PROPN ijassa-407 60 10 is be AUX ijassa-407 60 11 used use VERB ijassa-407 60 12 to to PART ijassa-407 60 13 identify identify VERB ijassa-407 60 14 the the DET ijassa-407 60 15 process process NOUN ijassa-407 60 16 information information NOUN ijassa-407 60 17 for for ADP ijassa-407 60 18 an an DET ijassa-407 60 19 input input NOUN ijassa-407 60 20 part part NOUN ijassa-407 60 21 and and CCONJ ijassa-407 60 22 the the DET ijassa-407 60 23 stock stock NOUN ijassa-407 60 24 used use VERB ijassa-407 60 25 . . PUNCT ijassa-407 61 1 it it PRON ijassa-407 61 2 follows follow VERB ijassa-407 61 3 two two NUM ijassa-407 61 4 steps step NOUN ijassa-407 61 5 . . PUNCT ijassa-407 62 1 firstly firstly ADV ijassa-407 62 2 , , PUNCT ijassa-407 62 3 a a DET ijassa-407 62 4 feature feature NOUN ijassa-407 62 5 extraction extraction NOUN ijassa-407 62 6 algorithm algorithm NOUN ijassa-407 62 7 [ [ X ijassa-407 62 8 11 11 NUM ijassa-407 62 9 ] ] PUNCT ijassa-407 62 10 is be AUX ijassa-407 62 11 used use VERB ijassa-407 62 12 to to PART ijassa-407 62 13 partition partition VERB ijassa-407 62 14 the the DET ijassa-407 62 15 delta delta NOUN ijassa-407 62 16 volume volume NOUN ijassa-407 62 17 ( ( PUNCT ijassa-407 62 18 difference difference NOUN ijassa-407 62 19 between between ADP ijassa-407 62 20 the the DET ijassa-407 62 21 stock stock NOUN ijassa-407 62 22 and and CCONJ ijassa-407 62 23 part part NOUN ijassa-407 62 24 ) ) PUNCT ijassa-407 62 25 into into ADP ijassa-407 62 26 a a DET ijassa-407 62 27 set set NOUN ijassa-407 62 28 of of ADP ijassa-407 62 29 volumetric volumetric NOUN ijassa-407 62 30 features feature NOUN ijassa-407 62 31 ( ( PUNCT ijassa-407 62 32 vfs vfs NOUN ijassa-407 62 33 ) ) PUNCT ijassa-407 62 34 , , PUNCT ijassa-407 62 35 each each PRON ijassa-407 62 36 of of ADP ijassa-407 62 37 which which PRON ijassa-407 62 38 can can AUX ijassa-407 62 39 be be AUX ijassa-407 62 40 removed remove VERB ijassa-407 62 41 by by ADP ijassa-407 62 42 a a DET ijassa-407 62 43 set set NOUN ijassa-407 62 44 of of ADP ijassa-407 62 45 operations operation NOUN ijassa-407 62 46 ( ( PUNCT ijassa-407 62 47 e.g. e.g. ADV ijassa-407 62 48 a a DET ijassa-407 62 49 cylinder cylinder NOUN ijassa-407 62 50 can can AUX ijassa-407 62 51 be be AUX ijassa-407 62 52 removed remove VERB ijassa-407 62 53 by by ADP ijassa-407 62 54 central central ADJ ijassa-407 62 55 drilling drilling NOUN ijassa-407 62 56 + + CCONJ ijassa-407 62 57 drilling drilling NOUN ijassa-407 62 58 ) ) PUNCT ijassa-407 62 59 along along ADP ijassa-407 62 60 one one NUM ijassa-407 62 61 or or CCONJ ijassa-407 62 62 several several ADJ ijassa-407 62 63 tool tool NOUN ijassa-407 62 64 approach approach NOUN ijassa-407 62 65 directions direction NOUN ijassa-407 62 66 ( ( PUNCT ijassa-407 62 67 tads tad NOUN ijassa-407 62 68 ) ) PUNCT ijassa-407 62 69 . . PUNCT ijassa-407 63 1 secondly secondly ADV ijassa-407 63 2 , , PUNCT ijassa-407 63 3 after after ADP ijassa-407 63 4 vf vf PROPN ijassa-407 63 5 extraction extraction NOUN ijassa-407 63 6 , , PUNCT ijassa-407 63 7 the the DET ijassa-407 63 8 process process NOUN ijassa-407 63 9 information information NOUN ijassa-407 63 10 for for ADP ijassa-407 63 11 all all DET ijassa-407 63 12 vfs vfs NOUN ijassa-407 63 13 is be AUX ijassa-407 63 14 identified identify VERB ijassa-407 63 15 based base VERB ijassa-407 63 16 on on ADP ijassa-407 63 17 the the DET ijassa-407 63 18 available available ADJ ijassa-407 63 19 machining machining NOUN ijassa-407 63 20 resources resource NOUN ijassa-407 63 21 managed manage VERB ijassa-407 63 22 by by ADP ijassa-407 63 23 the the DET ijassa-407 63 24 ra ra PROPN ijassa-407 63 25 . . PUNCT ijassa-407 64 1 for for ADP ijassa-407 64 2 each each DET ijassa-407 64 3 vf vf NOUN ijassa-407 64 4 , , PUNCT ijassa-407 64 5 all all DET ijassa-407 64 6 the the DET ijassa-407 64 7 operation operation NOUN ijassa-407 64 8 types type NOUN ijassa-407 64 9 ( ( PUNCT ijassa-407 64 10 opts opt NOUN ijassa-407 64 11 ) ) PUNCT ijassa-407 64 12 are be AUX ijassa-407 64 13 determined determine VERB ijassa-407 64 14 based base VERB ijassa-407 64 15 on on ADP ijassa-407 64 16 the the DET ijassa-407 64 17 feature feature NOUN ijassa-407 64 18 type type NOUN ijassa-407 64 19 and and CCONJ ijassa-407 64 20 the the DET ijassa-407 64 21 technological technological ADJ ijassa-407 64 22 requirements requirement NOUN ijassa-407 64 23 ( ( PUNCT ijassa-407 64 24 tolerance tolerance NOUN ijassa-407 64 25 and and CCONJ ijassa-407 64 26 surface surface NOUN ijassa-407 64 27 finish finish NOUN ijassa-407 64 28 ) ) PUNCT ijassa-407 64 29 . . PUNCT ijassa-407 65 1 for for ADP ijassa-407 65 2 instance instance NOUN ijassa-407 65 3 , , PUNCT ijassa-407 65 4 to to PART ijassa-407 65 5 remove remove VERB ijassa-407 65 6 a a DET ijassa-407 65 7 cylinder cylinder NOUN ijassa-407 65 8 with with ADP ijassa-407 65 9 certain certain ADJ ijassa-407 65 10 accuracy accuracy NOUN ijassa-407 65 11 requirement requirement NOUN ijassa-407 65 12 , , PUNCT ijassa-407 65 13 either either CCONJ ijassa-407 65 14 “ " PUNCT ijassa-407 65 15 central central ADJ ijassa-407 65 16 drilling drilling NOUN ijassa-407 65 17 + + CCONJ ijassa-407 65 18 drilling drill VERB ijassa-407 65 19 + + CCONJ ijassa-407 65 20 boring bore VERB ijassa-407 65 21 ” " PUNCT ijassa-407 65 22 or or CCONJ ijassa-407 65 23 “ " PUNCT ijassa-407 65 24 drilling drill VERB ijassa-407 65 25 + + CCONJ ijassa-407 65 26 milling milling NOUN ijassa-407 65 27 ” " PUNCT ijassa-407 65 28 can can AUX ijassa-407 65 29 be be AUX ijassa-407 65 30 selected select VERB ijassa-407 65 31 . . PUNCT ijassa-407 66 1 therefore therefore ADV ijassa-407 66 2 , , PUNCT ijassa-407 66 3 each each DET ijassa-407 66 4 vf vf X ijassa-407 66 5 could could AUX ijassa-407 66 6 lead lead VERB ijassa-407 66 7 to to ADP ijassa-407 66 8 several several ADJ ijassa-407 66 9 sets set NOUN ijassa-407 66 10 of of ADP ijassa-407 66 11 opts opt NOUN ijassa-407 66 12 and and CCONJ ijassa-407 66 13 each each PRON ijassa-407 66 14 may may AUX ijassa-407 66 15 have have VERB ijassa-407 66 16 different different ADJ ijassa-407 66 17 number number NOUN ijassa-407 66 18 of of ADP ijassa-407 66 19 opts opt NOUN ijassa-407 66 20 . . PUNCT ijassa-407 67 1 to to PART ijassa-407 67 2 make make VERB ijassa-407 67 3 every every DET ijassa-407 67 4 opt opt NOUN ijassa-407 67 5 set set VERB ijassa-407 67 6 for for ADP ijassa-407 67 7 a a DET ijassa-407 67 8 vf vf X ijassa-407 67 9 having have VERB ijassa-407 67 10 the the DET ijassa-407 67 11 same same ADJ ijassa-407 67 12 number number NOUN ijassa-407 67 13 of of ADP ijassa-407 67 14 opts opt NOUN ijassa-407 67 15 , , PUNCT ijassa-407 67 16 the the DET ijassa-407 67 17 concept concept NOUN ijassa-407 67 18 of of ADP ijassa-407 67 19 dummy dummy ADJ ijassa-407 67 20 opt opt NOUN ijassa-407 67 21 is be AUX ijassa-407 67 22 introduced introduce VERB ijassa-407 67 23 , , PUNCT ijassa-407 67 24 which which PRON ijassa-407 67 25 incurs incur VERB ijassa-407 67 26 no no DET ijassa-407 67 27 manufacturing manufacturing NOUN ijassa-407 67 28 cost cost NOUN ijassa-407 67 29 and and CCONJ ijassa-407 67 30 imposes impose VERB ijassa-407 67 31 no no DET ijassa-407 67 32 precedence precedence NOUN ijassa-407 67 33 relationships relationship NOUN ijassa-407 67 34 with with ADP ijassa-407 67 35 other other ADJ ijassa-407 67 36 opts opt NOUN ijassa-407 67 37 . . PUNCT ijassa-407 68 1 up up ADP ijassa-407 68 2 to to ADP ijassa-407 68 3 this this DET ijassa-407 68 4 point point NOUN ijassa-407 68 5 , , PUNCT ijassa-407 68 6 each each DET ijassa-407 68 7 vf vf X ijassa-407 68 8 corresponds correspond VERB ijassa-407 68 9 to to ADP ijassa-407 68 10 a a DET ijassa-407 68 11 number number NOUN ijassa-407 68 12 of of ADP ijassa-407 68 13 opt opt NOUN ijassa-407 68 14 sets set NOUN ijassa-407 68 15 , , PUNCT ijassa-407 68 16 each each PRON ijassa-407 68 17 having have VERB ijassa-407 68 18 the the DET ijassa-407 68 19 same same ADJ ijassa-407 68 20 number number NOUN ijassa-407 68 21 of of ADP ijassa-407 68 22 opts opt NOUN ijassa-407 68 23 . . PUNCT ijassa-407 69 1 for for ADP ijassa-407 69 2 each each DET ijassa-407 69 3 opt opt NOUN ijassa-407 69 4 , , PUNCT ijassa-407 69 5 all all DET ijassa-407 69 6 the the DET ijassa-407 69 7 feasible feasible ADJ ijassa-407 69 8 operation operation NOUN ijassa-407 69 9 methods method NOUN ijassa-407 69 10 ( ( PUNCT ijassa-407 69 11 opms opms PROPN ijassa-407 69 12 ) ) PUNCT ijassa-407 69 13 are be AUX ijassa-407 69 14 formed form VERB ijassa-407 69 15 by by ADP ijassa-407 69 16 the the DET ijassa-407 69 17 combination combination NOUN ijassa-407 69 18 of of ADP ijassa-407 69 19 specific specific ADJ ijassa-407 69 20 machine machine NOUN ijassa-407 69 21 ( ( PUNCT ijassa-407 69 22 m m NOUN ijassa-407 69 23 ) ) PUNCT ijassa-407 69 24 , , PUNCT ijassa-407 69 25 cutter cutter NOUN ijassa-407 69 26 ( ( PUNCT ijassa-407 69 27 t t PROPN ijassa-407 69 28 ) ) PUNCT ijassa-407 69 29 , , PUNCT ijassa-407 69 30 and and CCONJ ijassa-407 69 31 tool tool NOUN ijassa-407 69 32 approach approach NOUN ijassa-407 69 33 direction direction NOUN ijassa-407 69 34 ( ( PUNCT ijassa-407 69 35 tad tad NOUN ijassa-407 69 36 ) ) PUNCT ijassa-407 69 37 . . PUNCT ijassa-407 70 1 furthermore furthermore ADV ijassa-407 70 2 , , PUNCT ijassa-407 70 3 the the DET ijassa-407 70 4 precedence precedence NOUN ijassa-407 70 5 relationship relationship NOUN ijassa-407 70 6 between between ADP ijassa-407 70 7 different different ADJ ijassa-407 70 8 opts opt NOUN ijassa-407 70 9 is be AUX ijassa-407 70 10 also also ADV ijassa-407 70 11 generated generate VERB ijassa-407 70 12 based base VERB ijassa-407 70 13 on on ADP ijassa-407 70 14 fixture fixture ADJ ijassa-407 70 15 constraints constraint NOUN ijassa-407 70 16 , , PUNCT ijassa-407 70 17 datum datum NOUN ijassa-407 70 18 dependence dependence NOUN ijassa-407 70 19 , , PUNCT ijassa-407 70 20 and and CCONJ ijassa-407 70 21 knowledge knowledge NOUN ijassa-407 70 22 of of ADP ijassa-407 70 23 good good ADJ ijassa-407 70 24 manufacturing manufacturing NOUN ijassa-407 70 25 practice practice NOUN ijassa-407 70 26 . . PUNCT ijassa-407 71 1 fig.2 fig.2 PROPN ijassa-407 71 2 presents present VERB ijassa-407 71 3 the the DET ijassa-407 71 4 hierarchical hierarchical ADJ ijassa-407 71 5 representation representation NOUN ijassa-407 71 6 of of ADP ijassa-407 71 7 the the DET ijassa-407 71 8 generated generate VERB ijassa-407 71 9 process process NOUN ijassa-407 71 10 information information NOUN ijassa-407 71 11 . . PUNCT ijassa-407 72 1 in in ADP ijassa-407 72 2 order order NOUN ijassa-407 72 3 to to PART ijassa-407 72 4 transfer transfer VERB ijassa-407 72 5 this this DET ijassa-407 72 6 pro40 pro40 NOUN ijassa-407 72 7 y.f y.f PROPN ijassa-407 72 8 . . PUNCT ijassa-407 72 9 wang wang PROPN ijassa-407 72 10 : : PUNCT ijassa-407 72 11 an an DET ijassa-407 72 12 agent agent NOUN ijassa-407 72 13 - - PUNCT ijassa-407 72 14 based base VERB ijassa-407 72 15 distributed distribute VERB ijassa-407 72 16 process process NOUN ijassa-407 72 17 planning planning NOUN ijassa-407 72 18 and and CCONJ ijassa-407 72 19 scheduling scheduling NOUN ijassa-407 72 20 system system NOUN ijassa-407 72 21 cess cess ADJ ijassa-407 72 22 information information NOUN ijassa-407 72 23 using use VERB ijassa-407 72 24 xml xml NOUN ijassa-407 72 25 file file NOUN ijassa-407 72 26 , , PUNCT ijassa-407 72 27 we we PRON ijassa-407 72 28 define define VERB ijassa-407 72 29 the the DET ijassa-407 72 30 following follow VERB ijassa-407 72 31 xml xml NOUN ijassa-407 72 32 format format NOUN ijassa-407 72 33 according accord VERB ijassa-407 72 34 to to ADP ijassa-407 72 35 the the DET ijassa-407 72 36 presented present VERB ijassa-407 72 37 hierarchical hierarchical ADJ ijassa-407 72 38 representation representation NOUN ijassa-407 72 39 : : PUNCT ijassa-407 72 40 < < X ijassa-407 72 41 ? ? X ijassa-407 72 42 xml xml NOUN ijassa-407 72 43 version= version= NUM ijassa-407 72 44 ‘ ' PUNCT ijassa-407 72 45 ‘ ' PUNCT ijassa-407 72 46 1 1 NUM ijassa-407 72 47 .0 .0 NUM ijassa-407 72 48 ’ ' PUNCT ijassa-407 72 49 ’ ' PUNCT ijassa-407 72 50 ? ? PUNCT ijassa-407 72 51 > > X ijassa-407 73 1 < < X ijassa-407 73 2 part part NOUN ijassa-407 73 3 pa pa PROPN ijassa-407 73 4 r r NOUN ijassa-407 73 5 t t NOUN ijassa-407 73 6 i i NOUN ijassa-407 73 7 d d NOUN ijassa-407 73 8 = = PUNCT ijassa-407 73 9 ‘ ' PUNCT ijassa-407 73 10 ‘ ' PUNCT ijassa-407 73 11 part part NOUN ijassa-407 73 12 32 32 NUM ijassa-407 73 13 ’ ' PUNCT ijassa-407 73 14 ’ ' PUNCT ijassa-407 73 15 > > X ijassa-407 73 16 < < X ijassa-407 73 17 vo vo X ijassa-407 73 18 l l PROPN ijassa-407 73 19 ume ume PROPN ijassa-407 74 1 t t PROPN ijassa-407 74 2 r r NOUN ijassa-407 75 1 i i NOUN ijassa-407 75 2 c c NOUN ijassa-407 75 3 f f PROPN ijassa-407 75 4 e e PROPN ijassa-407 75 5 a a X ijassa-407 75 6 tu tu X ijassa-407 75 7 r r NOUN ijassa-407 75 8 e e PROPN ijassa-407 75 9 f f PROPN ijassa-407 75 10 e e PROPN ijassa-407 75 11 a a PROPN ijassa-407 75 12 t t NOUN ijassa-407 75 13 u u NOUN ijassa-407 75 14 r r NOUN ijassa-407 75 15 e e NOUN ijassa-407 76 1 i i NOUN ijassa-407 76 2 d d NOUN ijassa-407 76 3 = = PRON ijassa-407 76 4 ‘ ' PUNCT ijassa-407 76 5 ‘ ' PUNCT ijassa-407 76 6 vf vf X ijassa-407 76 7 7 7 NUM ijassa-407 76 8 ’ ' PUNCT ijassa-407 76 9 ’ ' PUNCT ijassa-407 76 10 > > X ijassa-407 77 1 < < X ijassa-407 77 2 ope ope NOUN ijassa-407 77 3 ra ra PROPN ijassa-407 77 4 t t PROPN ijassa-407 77 5 i i PRON ijassa-407 77 6 on on ADP ijassa-407 77 7 type type NOUN ijassa-407 77 8 op op NOUN ijassa-407 77 9 t t PROPN ijassa-407 78 1 i i NOUN ijassa-407 78 2 d d NOUN ijassa-407 78 3 = = PRON ijassa-407 78 4 ‘ ' PUNCT ijassa-407 78 5 ‘ ' PUNCT ijassa-407 78 6 opt opt VERB ijassa-407 78 7 7 7 NUM ijassa-407 78 8 ’ ' PUNCT ijassa-407 78 9 ’ ' PUNCT ijassa-407 78 10 > > X ijassa-407 79 1 < < X ijassa-407 79 2 machines machine NOUN ijassa-407 79 3 > > X ijassa-407 79 4 m1,m2,m3,m4,m5 > X ijassa-407 79 6 < < X ijassa-407 79 7 t t X ijassa-407 79 8 o o X ijassa-407 79 9 o o X ijassa-407 79 10 l l NOUN ijassa-407 79 11 s s X ijassa-407 79 12 > > X ijassa-407 79 13 t14 > X ijassa-407 79 20 < < X ijassa-407 79 21 tads>+z tads>+z NOUN ijassa-407 79 22 , , PUNCT ijassa-407 79 23 −z > X ijassa-407 79 26 < < X ijassa-407 79 27 pr pr X ijassa-407 79 28 ede ede PROPN ijassa-407 79 29 c c PROPN ijassa-407 79 30 e e PROPN ijassa-407 79 31 s s PROPN ijassa-407 79 32 s s X ijassa-407 79 33 o o NOUN ijassa-407 79 34 r r NOUN ijassa-407 79 35 s> > X ijassa-407 79 47 < < X ijassa-407 79 48 / / SYM ijassa-407 79 49 ope ope NOUN ijassa-407 80 1 ra ra PROPN ijassa-407 80 2 t t PROPN ijassa-407 80 3 i i PRON ijassa-407 80 4 on on ADP ijassa-407 80 5 type type NOUN ijassa-407 80 6 > > X ijassa-407 80 7 < < X ijassa-407 80 8 ope ope NOUN ijassa-407 80 9 ra ra PROPN ijassa-407 80 10 t t PROPN ijassa-407 80 11 i i PRON ijassa-407 80 12 on on ADP ijassa-407 80 13 type type NOUN ijassa-407 80 14 op op NOUN ijassa-407 80 15 t t NOUN ijassa-407 81 1 id=”opt id=”opt PROPN ijassa-407 81 2 8 8 NUM ijassa-407 81 3 ” " PUNCT ijassa-407 81 4 > > X ijassa-407 81 5 < < X ijassa-407 81 6 machines machine NOUN ijassa-407 81 7 > > X ijassa-407 81 8 m1,m2,m3,m4,m5 > X ijassa-407 81 10 < < X ijassa-407 81 11 t t X ijassa-407 81 12 o o X ijassa-407 81 13 o o X ijassa-407 81 14 l l NOUN ijassa-407 81 15 s s X ijassa-407 81 16 > > X ijassa-407 81 17 t11 > X ijassa-407 81 24 < < X ijassa-407 81 25 tads>+z tads>+z NOUN ijassa-407 81 26 , , PUNCT ijassa-407 81 27 −z > X ijassa-407 81 30 < < X ijassa-407 81 31 pr pr X ijassa-407 81 32 ede ede PROPN ijassa-407 81 33 c c PROPN ijassa-407 81 34 e e PROPN ijassa-407 81 35 s s PROPN ijassa-407 81 36 s s NOUN ijassa-407 81 37 o o NOUN ijassa-407 81 38 r r NOUN ijassa-407 81 39 s s PROPN ijassa-407 81 40 > > X ijassa-407 81 41 opt opt NOUN ijassa-407 81 42 7 > X ijassa-407 81 54 < < X ijassa-407 81 55 / / SYM ijassa-407 81 56 ope ope NOUN ijassa-407 82 1 ra ra PROPN ijassa-407 82 2 t t PROPN ijassa-407 83 1 i i PRON ijassa-407 83 2 on on ADP ijassa-407 83 3 type type NOUN ijassa-407 83 4 > > X ijassa-407 83 5 < < X ijassa-407 83 6 / / SYM ijassa-407 83 7 vo vo PROPN ijassa-407 83 8 l l PROPN ijassa-407 83 9 ume ume PROPN ijassa-407 84 1 t t PROPN ijassa-407 84 2 r r NOUN ijassa-407 85 1 i i NOUN ijassa-407 85 2 c c NOUN ijassa-407 85 3 f f PROPN ijassa-407 85 4 e e PROPN ijassa-407 85 5 a a X ijassa-407 85 6 tu tu PROPN ijassa-407 85 7 r r NOUN ijassa-407 85 8 e e PROPN ijassa-407 85 9 > > X ijassa-407 85 10 < < X ijassa-407 85 11 vo vo X ijassa-407 85 12 l l PROPN ijassa-407 85 13 ume ume PROPN ijassa-407 86 1 t t PROPN ijassa-407 86 2 r r NOUN ijassa-407 87 1 i i NOUN ijassa-407 87 2 c c NOUN ijassa-407 87 3 f f PROPN ijassa-407 87 4 e e PROPN ijassa-407 87 5 a a X ijassa-407 87 6 tu tu PROPN ijassa-407 87 7 r r NOUN ijassa-407 87 8 e e PROPN ijassa-407 87 9 > > X ijassa-407 87 10 < < X ijassa-407 87 11 / / SYM ijassa-407 87 12 vo vo PROPN ijassa-407 87 13 l l PROPN ijassa-407 87 14 ume ume PROPN ijassa-407 88 1 t t PROPN ijassa-407 88 2 r r NOUN ijassa-407 89 1 i i NOUN ijassa-407 89 2 c c NOUN ijassa-407 89 3 f f PROPN ijassa-407 89 4 e e PROPN ijassa-407 89 5 a a X ijassa-407 89 6 tu tu PROPN ijassa-407 89 7 r r NOUN ijassa-407 89 8 e e PROPN ijassa-407 89 9 > > X ijassa-407 89 10 < < X ijassa-407 89 11 / / SYM ijassa-407 89 12 part part NOUN ijassa-407 89 13 > > X ijassa-407 89 14 fig.2 fig.2 PROPN ijassa-407 89 15 the the DET ijassa-407 89 16 hierarchical hierarchical ADJ ijassa-407 89 17 representation representation NOUN ijassa-407 89 18 of of ADP ijassa-407 89 19 process process NOUN ijassa-407 89 20 information information NOUN ijassa-407 89 21 based base VERB ijassa-407 89 22 on on ADP ijassa-407 89 23 an an DET ijassa-407 89 24 input input NOUN ijassa-407 89 25 part part NOUN ijassa-407 89 26 and and CCONJ ijassa-407 89 27 stock stock NOUN ijassa-407 89 28 used use VERB ijassa-407 89 29 . . PUNCT ijassa-407 90 1 advances advance NOUN ijassa-407 90 2 in in ADP ijassa-407 90 3 systems system NOUN ijassa-407 90 4 science science NOUN ijassa-407 90 5 and and CCONJ ijassa-407 90 6 applications application NOUN ijassa-407 90 7 ( ( PUNCT ijassa-407 90 8 2014 2014 NUM ijassa-407 90 9 ) ) PUNCT ijassa-407 90 10 vol.14 vol.14 NOUN ijassa-407 90 11 no.1 no.1 VERB ijassa-407 90 12 41 41 NUM ijassa-407 90 13 3.1.3 3.1.3 NUM ijassa-407 90 14 production production NOUN ijassa-407 90 15 monitor monitor NOUN ijassa-407 90 16 agent agent NOUN ijassa-407 90 17 ( ( PUNCT ijassa-407 90 18 pma pma PROPN ijassa-407 90 19 ) ) PUNCT ijassa-407 90 20 due due ADP ijassa-407 90 21 to to ADP ijassa-407 90 22 the the DET ijassa-407 90 23 dynamic dynamic ADJ ijassa-407 90 24 and and CCONJ ijassa-407 90 25 stochastic stochastic ADJ ijassa-407 90 26 characteristic characteristic NOUN ijassa-407 90 27 in in ADP ijassa-407 90 28 nature nature NOUN ijassa-407 90 29 , , PUNCT ijassa-407 90 30 a a DET ijassa-407 90 31 job job NOUN ijassa-407 90 32 shop shop NOUN ijassa-407 90 33 production production NOUN ijassa-407 90 34 always always ADV ijassa-407 90 35 faces face VERB ijassa-407 90 36 different different ADJ ijassa-407 90 37 kinds kind NOUN ijassa-407 90 38 of of ADP ijassa-407 90 39 uncertainties uncertainty NOUN ijassa-407 90 40 ( ( PUNCT ijassa-407 90 41 e.g. e.g. ADV ijassa-407 90 42 machine machine NOUN ijassa-407 90 43 breakdown breakdown NOUN ijassa-407 90 44 and and CCONJ ijassa-407 90 45 rush rush NOUN ijassa-407 90 46 order order NOUN ijassa-407 90 47 ) ) PUNCT ijassa-407 90 48 , , PUNCT ijassa-407 90 49 leading lead VERB ijassa-407 90 50 to to ADP ijassa-407 90 51 a a DET ijassa-407 90 52 predictive predictive ADJ ijassa-407 90 53 schedule schedule NOUN ijassa-407 90 54 not not PART ijassa-407 90 55 applicable applicable ADJ ijassa-407 90 56 . . PUNCT ijassa-407 91 1 thus thus ADV ijassa-407 91 2 , , PUNCT ijassa-407 91 3 in in ADP ijassa-407 91 4 order order NOUN ijassa-407 91 5 to to PART ijassa-407 91 6 minimize minimize VERB ijassa-407 91 7 the the DET ijassa-407 91 8 impact impact NOUN ijassa-407 91 9 of of ADP ijassa-407 91 10 the the DET ijassa-407 91 11 disruption disruption NOUN ijassa-407 91 12 on on ADP ijassa-407 91 13 the the DET ijassa-407 91 14 production production NOUN ijassa-407 91 15 , , PUNCT ijassa-407 91 16 we we PRON ijassa-407 91 17 need need VERB ijassa-407 91 18 to to PART ijassa-407 91 19 quickly quickly ADV ijassa-407 91 20 react react VERB ijassa-407 91 21 to to ADP ijassa-407 91 22 these these DET ijassa-407 91 23 disturbances disturbance NOUN ijassa-407 91 24 and and CCONJ ijassa-407 91 25 revise revise VERB ijassa-407 91 26 the the DET ijassa-407 91 27 schedule schedule NOUN ijassa-407 91 28 in in ADP ijassa-407 91 29 a a DET ijassa-407 91 30 cost cost NOUN ijassa-407 91 31 - - PUNCT ijassa-407 91 32 effective effective ADJ ijassa-407 91 33 manner manner NOUN ijassa-407 91 34 . . PUNCT ijassa-407 92 1 the the DET ijassa-407 92 2 task task NOUN ijassa-407 92 3 of of ADP ijassa-407 92 4 pma pma PROPN ijassa-407 92 5 is be AUX ijassa-407 92 6 to to PART ijassa-407 92 7 monitor monitor VERB ijassa-407 92 8 any any DET ijassa-407 92 9 disruption disruption NOUN ijassa-407 92 10 occurred occur VERB ijassa-407 92 11 in in ADP ijassa-407 92 12 the the DET ijassa-407 92 13 production production NOUN ijassa-407 92 14 . . PUNCT ijassa-407 93 1 once once ADV ijassa-407 93 2 a a DET ijassa-407 93 3 disruption disruption NOUN ijassa-407 93 4 is be AUX ijassa-407 93 5 detected detect VERB ijassa-407 93 6 , , PUNCT ijassa-407 93 7 a a DET ijassa-407 93 8 pre pre ADJ ijassa-407 93 9 - - ADJ ijassa-407 93 10 processing processing ADJ ijassa-407 93 11 procedure procedure NOUN ijassa-407 93 12 is be AUX ijassa-407 93 13 triggered trigger VERB ijassa-407 93 14 to to AUX ijassa-407 93 15 pre pre VERB ijassa-407 93 16 - - VERB ijassa-407 93 17 process process VERB ijassa-407 93 18 the the DET ijassa-407 93 19 disruption disruption NOUN ijassa-407 93 20 so so SCONJ ijassa-407 93 21 that that SCONJ ijassa-407 93 22 the the DET ijassa-407 93 23 rescheduling reschedule VERB ijassa-407 93 24 procedure procedure NOUN ijassa-407 93 25 can can AUX ijassa-407 93 26 further far ADV ijassa-407 93 27 handle handle VERB ijassa-407 93 28 it it PRON ijassa-407 93 29 . . PUNCT ijassa-407 94 1 generally generally ADV ijassa-407 94 2 , , PUNCT ijassa-407 94 3 with with ADP ijassa-407 94 4 respect respect NOUN ijassa-407 94 5 to to ADP ijassa-407 94 6 the the DET ijassa-407 94 7 different different ADJ ijassa-407 94 8 disruptions disruption NOUN ijassa-407 94 9 , , PUNCT ijassa-407 94 10 the the DET ijassa-407 94 11 pre pre ADJ ijassa-407 94 12 - - ADJ ijassa-407 94 13 processing processing ADJ ijassa-407 94 14 procedure procedure NOUN ijassa-407 94 15 will will AUX ijassa-407 94 16 perform perform VERB ijassa-407 94 17 in in ADP ijassa-407 94 18 different different ADJ ijassa-407 94 19 ways way NOUN ijassa-407 94 20 . . PUNCT ijassa-407 95 1 for for ADP ijassa-407 95 2 instance instance NOUN ijassa-407 95 3 , , PUNCT ijassa-407 95 4 when when SCONJ ijassa-407 95 5 a a DET ijassa-407 95 6 rush rush NOUN ijassa-407 95 7 order order NOUN ijassa-407 95 8 comes come VERB ijassa-407 95 9 , , PUNCT ijassa-407 95 10 it it PRON ijassa-407 95 11 will will AUX ijassa-407 95 12 inform inform VERB ijassa-407 95 13 the the DET ijassa-407 95 14 ppa ppa PROPN ijassa-407 95 15 to to PART ijassa-407 95 16 generate generate VERB ijassa-407 95 17 a a DET ijassa-407 95 18 feasible feasible ADJ ijassa-407 95 19 process process NOUN ijassa-407 95 20 plan plan NOUN ijassa-407 95 21 for for ADP ijassa-407 95 22 the the DET ijassa-407 95 23 input input NOUN ijassa-407 95 24 part part NOUN ijassa-407 95 25 based base VERB ijassa-407 95 26 on on ADP ijassa-407 95 27 the the DET ijassa-407 95 28 current current ADJ ijassa-407 95 29 available available ADJ ijassa-407 95 30 machines machine NOUN ijassa-407 95 31 . . PUNCT ijassa-407 96 1 when when SCONJ ijassa-407 96 2 a a DET ijassa-407 96 3 machine machine NOUN ijassa-407 96 4 breaks break VERB ijassa-407 96 5 down down ADP ijassa-407 96 6 , , PUNCT ijassa-407 96 7 it it PRON ijassa-407 96 8 will will AUX ijassa-407 96 9 identify identify VERB ijassa-407 96 10 the the DET ijassa-407 96 11 affected affected ADJ ijassa-407 96 12 jobs job NOUN ijassa-407 96 13 , , PUNCT ijassa-407 96 14 which which PRON ijassa-407 96 15 are be AUX ijassa-407 96 16 to to PART ijassa-407 96 17 be be AUX ijassa-407 96 18 processed process VERB ijassa-407 96 19 on on ADP ijassa-407 96 20 this this DET ijassa-407 96 21 breakdown breakdown ADJ ijassa-407 96 22 machine machine NOUN ijassa-407 96 23 , , PUNCT ijassa-407 96 24 and and CCONJ ijassa-407 96 25 then then ADV ijassa-407 96 26 inform inform VERB ijassa-407 96 27 the the DET ijassa-407 96 28 ppa ppa PROPN ijassa-407 96 29 to to PART ijassa-407 96 30 generate generate VERB ijassa-407 96 31 new new ADJ ijassa-407 96 32 process process NOUN ijassa-407 96 33 plans plan NOUN ijassa-407 96 34 for for ADP ijassa-407 96 35 them they PRON ijassa-407 96 36 . . PUNCT ijassa-407 97 1 note note VERB ijassa-407 97 2 that that SCONJ ijassa-407 97 3 the the DET ijassa-407 97 4 stability stability NOUN ijassa-407 97 5 of of ADP ijassa-407 97 6 the the DET ijassa-407 97 7 schedule schedule NOUN ijassa-407 97 8 will will AUX ijassa-407 97 9 be be AUX ijassa-407 97 10 maintained maintain VERB ijassa-407 97 11 and and CCONJ ijassa-407 97 12 measured measure VERB ijassa-407 97 13 in in ADP ijassa-407 97 14 terms term NOUN ijassa-407 97 15 of of ADP ijassa-407 97 16 the the DET ijassa-407 97 17 sequence sequence NOUN ijassa-407 97 18 deviation deviation NOUN ijassa-407 97 19 when when SCONJ ijassa-407 97 20 revising revise VERB ijassa-407 97 21 the the DET ijassa-407 97 22 disturbed disturbed ADJ ijassa-407 97 23 schedule schedule NOUN ijassa-407 97 24 . . PUNCT ijassa-407 98 1 3.1.4 3.1.4 NUM ijassa-407 98 2 process process NOUN ijassa-407 98 3 planning planning NOUN ijassa-407 98 4 agent agent NOUN ijassa-407 98 5 ( ( PUNCT ijassa-407 98 6 ppa ppa PROPN ijassa-407 98 7 ) ) PUNCT ijassa-407 98 8 the the DET ijassa-407 98 9 ppa ppa PROPN ijassa-407 98 10 is be AUX ijassa-407 98 11 used use VERB ijassa-407 98 12 to to PART ijassa-407 98 13 obtain obtain VERB ijassa-407 98 14 a a DET ijassa-407 98 15 high high ADJ ijassa-407 98 16 quality quality NOUN ijassa-407 98 17 of of ADP ijassa-407 98 18 process process NOUN ijassa-407 98 19 plan plan NOUN ijassa-407 98 20 for for ADP ijassa-407 98 21 a a DET ijassa-407 98 22 part part NOUN ijassa-407 98 23 , , PUNCT ijassa-407 98 24 with with ADP ijassa-407 98 25 its its PRON ijassa-407 98 26 input input NOUN ijassa-407 98 27 process process NOUN ijassa-407 98 28 information information NOUN ijassa-407 98 29 from from ADP ijassa-407 98 30 the the DET ijassa-407 98 31 pia pia NOUN ijassa-407 98 32 . . PUNCT ijassa-407 99 1 the the DET ijassa-407 99 2 objective objective NOUN ijassa-407 99 3 of of ADP ijassa-407 99 4 ppa ppa PROPN ijassa-407 99 5 is be AUX ijassa-407 99 6 to to PART ijassa-407 99 7 select select VERB ijassa-407 99 8 a a DET ijassa-407 99 9 set set NOUN ijassa-407 99 10 of of ADP ijassa-407 99 11 opms opm NOUN ijassa-407 99 12 for for ADP ijassa-407 99 13 each each DET ijassa-407 99 14 vf vf NOUN ijassa-407 99 15 and and CCONJ ijassa-407 99 16 place place VERB ijassa-407 99 17 them they PRON ijassa-407 99 18 into into ADP ijassa-407 99 19 an an DET ijassa-407 99 20 ordered order VERB ijassa-407 99 21 sequence sequence NOUN ijassa-407 99 22 such such ADJ ijassa-407 99 23 that that SCONJ ijassa-407 99 24 the the DET ijassa-407 99 25 sequence sequence NOUN ijassa-407 99 26 satisfies satisfy VERB ijassa-407 99 27 the the DET ijassa-407 99 28 precedence precedence NOUN ijassa-407 99 29 constraints constraint NOUN ijassa-407 99 30 and and CCONJ ijassa-407 99 31 process process NOUN ijassa-407 99 32 plan plan NOUN ijassa-407 99 33 achieves achieve VERB ijassa-407 99 34 the the DET ijassa-407 99 35 predefined predefine VERB ijassa-407 99 36 objective objective ADJ ijassa-407 99 37 function function NOUN ijassa-407 99 38 . . PUNCT ijassa-407 100 1 obviously obviously ADV ijassa-407 100 2 , , PUNCT ijassa-407 100 3 process process NOUN ijassa-407 100 4 planning planning NOUN ijassa-407 100 5 problem problem NOUN ijassa-407 100 6 is be AUX ijassa-407 100 7 a a DET ijassa-407 100 8 combinatorial combinatorial ADJ ijassa-407 100 9 optimization optimization NOUN ijassa-407 100 10 problem problem NOUN ijassa-407 100 11 . . PUNCT ijassa-407 101 1 typically typically ADV ijassa-407 101 2 , , PUNCT ijassa-407 101 3 the the DET ijassa-407 101 4 criteria criterion NOUN ijassa-407 101 5 for for ADP ijassa-407 101 6 process process NOUN ijassa-407 101 7 plan plan NOUN ijassa-407 101 8 evaluation evaluation NOUN ijassa-407 101 9 include include VERB ijassa-407 101 10 minimum minimum ADJ ijassa-407 101 11 number number NOUN ijassa-407 101 12 of of ADP ijassa-407 101 13 setups setup NOUN ijassa-407 101 14 , , PUNCT ijassa-407 101 15 shortest short ADJ ijassa-407 101 16 processing processing NOUN ijassa-407 101 17 time time NOUN ijassa-407 101 18 , , PUNCT ijassa-407 101 19 minimum minimum ADJ ijassa-407 101 20 manufacturing manufacturing NOUN ijassa-407 101 21 cost cost NOUN ijassa-407 101 22 , , PUNCT ijassa-407 101 23 etc etc X ijassa-407 101 24 . . X ijassa-407 101 25 from from ADP ijassa-407 101 26 the the DET ijassa-407 101 27 economic economic ADJ ijassa-407 101 28 point point NOUN ijassa-407 101 29 of of ADP ijassa-407 101 30 view view NOUN ijassa-407 101 31 , , PUNCT ijassa-407 101 32 the the DET ijassa-407 101 33 minimum minimum ADJ ijassa-407 101 34 manufacturing manufacturing NOUN ijassa-407 101 35 cost cost NOUN ijassa-407 101 36 is be AUX ijassa-407 101 37 taken take VERB ijassa-407 101 38 as as ADP ijassa-407 101 39 the the DET ijassa-407 101 40 objective objective ADJ ijassa-407 101 41 function function NOUN ijassa-407 101 42 in in ADP ijassa-407 101 43 this this DET ijassa-407 101 44 work work NOUN ijassa-407 101 45 , , PUNCT ijassa-407 101 46 which which PRON ijassa-407 101 47 can can AUX ijassa-407 101 48 be be AUX ijassa-407 101 49 considered consider VERB ijassa-407 101 50 from from ADP ijassa-407 101 51 the the DET ijassa-407 101 52 following follow VERB ijassa-407 101 53 five five NUM ijassa-407 101 54 cost cost NOUN ijassa-407 101 55 aspects aspect NOUN ijassa-407 101 56 . . PUNCT ijassa-407 102 1 ( ( PUNCT ijassa-407 102 2 1 1 X ijassa-407 102 3 ) ) PUNCT ijassa-407 102 4 machine machine NOUN ijassa-407 102 5 cost cost NOUN ijassa-407 102 6 ( ( PUNCT ijassa-407 102 7 mc mc PROPN ijassa-407 102 8 ) ) PUNCT ijassa-407 102 9 mc mc PROPN ijassa-407 102 10 = = SYM ijassa-407 102 11 n∑ n∑ PROPN ijassa-407 102 12 i=1 i=1 PROPN ijassa-407 103 1 mcii mcii PROPN ijassa-407 103 2 ( ( PUNCT ijassa-407 103 3 1 1 NUM ijassa-407 103 4 ) ) PUNCT ijassa-407 103 5 where where SCONJ ijassa-407 103 6 n n PRON ijassa-407 103 7 is be AUX ijassa-407 103 8 the the DET ijassa-407 103 9 total total ADJ ijassa-407 103 10 number number NOUN ijassa-407 103 11 of of ADP ijassa-407 103 12 opts opt NOUN ijassa-407 103 13 and and CCONJ ijassa-407 103 14 mcii mcii NOUN ijassa-407 103 15 is be AUX ijassa-407 103 16 the the DET ijassa-407 103 17 cost cost NOUN ijassa-407 103 18 index index NOUN ijassa-407 103 19 for for ADP ijassa-407 103 20 the the DET ijassa-407 103 21 machine machine NOUN ijassa-407 103 22 used use VERB ijassa-407 103 23 to to PART ijassa-407 103 24 perform perform VERB ijassa-407 103 25 opti opti PROPN ijassa-407 103 26 , , PUNCT ijassa-407 103 27 which which PRON ijassa-407 103 28 is be AUX ijassa-407 103 29 a a DET ijassa-407 103 30 constant constant ADJ ijassa-407 103 31 for for ADP ijassa-407 103 32 a a DET ijassa-407 103 33 particular particular ADJ ijassa-407 103 34 machine machine NOUN ijassa-407 103 35 . . PUNCT ijassa-407 104 1 ( ( PUNCT ijassa-407 104 2 2 2 X ijassa-407 104 3 ) ) PUNCT ijassa-407 104 4 tool tool NOUN ijassa-407 104 5 cost cost NOUN ijassa-407 104 6 ( ( PUNCT ijassa-407 104 7 tc tc NOUN ijassa-407 104 8 ) ) PUNCT ijassa-407 104 9 tc tc NOUN ijassa-407 105 1 = = PUNCT ijassa-407 106 1 n∑ n∑ PROPN ijassa-407 107 1 i=1 i=1 PROPN ijassa-407 108 1 tcii tcii PROPN ijassa-407 108 2 ( ( PUNCT ijassa-407 108 3 2 2 NUM ijassa-407 108 4 ) ) PUNCT ijassa-407 108 5 where where SCONJ ijassa-407 108 6 tcii tcii NOUN ijassa-407 108 7 is be AUX ijassa-407 108 8 the the DET ijassa-407 108 9 tool tool NOUN ijassa-407 108 10 cost cost NOUN ijassa-407 108 11 index index NOUN ijassa-407 108 12 for for ADP ijassa-407 108 13 the the DET ijassa-407 108 14 tool tool NOUN ijassa-407 108 15 used use VERB ijassa-407 108 16 to to PART ijassa-407 108 17 perform perform VERB ijassa-407 108 18 opti opti PROPN ijassa-407 108 19 , , PUNCT ijassa-407 108 20 which which PRON ijassa-407 108 21 is be AUX ijassa-407 108 22 a a DET ijassa-407 108 23 constant constant ADJ ijassa-407 108 24 for for ADP ijassa-407 108 25 a a DET ijassa-407 108 26 particular particular ADJ ijassa-407 108 27 tool tool NOUN ijassa-407 108 28 . . PUNCT ijassa-407 109 1 42 42 NUM ijassa-407 109 2 y.f y.f PROPN ijassa-407 109 3 . . PUNCT ijassa-407 110 1 wang wang PROPN ijassa-407 110 2 : : PUNCT ijassa-407 110 3 an an DET ijassa-407 110 4 agent agent NOUN ijassa-407 110 5 - - PUNCT ijassa-407 110 6 based base VERB ijassa-407 110 7 distributed distribute VERB ijassa-407 110 8 process process NOUN ijassa-407 110 9 planning planning NOUN ijassa-407 110 10 and and CCONJ ijassa-407 110 11 scheduling scheduling NOUN ijassa-407 110 12 system system NOUN ijassa-407 110 13 ( ( PUNCT ijassa-407 110 14 3 3 X ijassa-407 110 15 ) ) PUNCT ijassa-407 110 16 machine machine NOUN ijassa-407 110 17 change change NOUN ijassa-407 110 18 cost cost NOUN ijassa-407 110 19 ( ( PUNCT ijassa-407 110 20 mcc mcc NOUN ijassa-407 110 21 ): ): PUNCT ijassa-407 110 22 a a DET ijassa-407 110 23 machine machine NOUN ijassa-407 110 24 change change NOUN ijassa-407 110 25 cost cost NOUN ijassa-407 110 26 is be AUX ijassa-407 110 27 required require VERB ijassa-407 110 28 when when SCONJ ijassa-407 110 29 two two NUM ijassa-407 110 30 adjacent adjacent ADJ ijassa-407 110 31 opts opt NOUN ijassa-407 110 32 are be AUX ijassa-407 110 33 performed perform VERB ijassa-407 110 34 on on ADP ijassa-407 110 35 different different ADJ ijassa-407 110 36 machines machine NOUN ijassa-407 110 37 . . PUNCT ijassa-407 111 1 mcc mcc PROPN ijassa-407 111 2 = = PROPN ijassa-407 111 3 mcci mcci PROPN ijassa-407 111 4 n−1∑ n−1∑ PROPN ijassa-407 111 5 i=1 i=1 PROPN ijassa-407 111 6 ( ( PUNCT ijassa-407 111 7 1− 1− NUM ijassa-407 111 8 ω(mi+1,mi ω(mi+1,mi NOUN ijassa-407 111 9 ) ) PUNCT ijassa-407 111 10 ) ) PUNCT ijassa-407 112 1 ( ( PUNCT ijassa-407 112 2 3 3 X ijassa-407 112 3 ) ) PUNCT ijassa-407 112 4 ω(x ω(x NOUN ijassa-407 112 5 , , PUNCT ijassa-407 112 6 y y NOUN ijassa-407 112 7 ) ) PUNCT ijassa-407 112 8 = = PRON ijassa-407 112 9 { { PUNCT ijassa-407 112 10 1 1 NUM ijassa-407 113 1 if if SCONJ ijassa-407 113 2 x x NOUN ijassa-407 113 3 = = SYM ijassa-407 113 4 y y PROPN ijassa-407 113 5 0 0 NUM ijassa-407 113 6 otherwise otherwise ADV ijassa-407 113 7 ( ( PUNCT ijassa-407 113 8 4 4 X ijassa-407 113 9 ) ) PUNCT ijassa-407 113 10 where where SCONJ ijassa-407 113 11 mcci mcci PROPN ijassa-407 113 12 is be AUX ijassa-407 113 13 the the DET ijassa-407 113 14 machine machine NOUN ijassa-407 113 15 change change NOUN ijassa-407 113 16 cost cost NOUN ijassa-407 113 17 index index NOUN ijassa-407 113 18 and and CCONJ ijassa-407 113 19 mi mi PROPN ijassa-407 113 20 is be AUX ijassa-407 113 21 the the DET ijassa-407 113 22 identity identity NOUN ijassa-407 113 23 of of ADP ijassa-407 113 24 the the DET ijassa-407 113 25 machine machine NOUN ijassa-407 113 26 used use VERB ijassa-407 113 27 to to PART ijassa-407 113 28 perform perform VERB ijassa-407 113 29 opti opti PROPN ijassa-407 113 30 . . PUNCT ijassa-407 114 1 ( ( PUNCT ijassa-407 114 2 4 4 X ijassa-407 114 3 ) ) PUNCT ijassa-407 114 4 set set NOUN ijassa-407 114 5 - - PUNCT ijassa-407 114 6 up up ADP ijassa-407 114 7 change change NOUN ijassa-407 114 8 cost cost NOUN ijassa-407 114 9 ( ( PUNCT ijassa-407 114 10 scc scc NOUN ijassa-407 114 11 ): ): PUNCT ijassa-407 114 12 a a DET ijassa-407 114 13 setup setup NOUN ijassa-407 114 14 change change NOUN ijassa-407 114 15 cost cost NOUN ijassa-407 114 16 is be AUX ijassa-407 114 17 required require VERB ijassa-407 114 18 when when SCONJ ijassa-407 114 19 two two NUM ijassa-407 114 20 adjacent adjacent ADJ ijassa-407 114 21 opts opt NOUN ijassa-407 114 22 performed perform VERB ijassa-407 114 23 on on ADP ijassa-407 114 24 the the DET ijassa-407 114 25 same same ADJ ijassa-407 114 26 machine machine NOUN ijassa-407 114 27 have have VERB ijassa-407 114 28 different different ADJ ijassa-407 114 29 tads tad NOUN ijassa-407 114 30 . . PUNCT ijassa-407 115 1 scc scc PROPN ijassa-407 115 2 = = PUNCT ijassa-407 115 3 scci scci PROPN ijassa-407 115 4 n−1∑ n−1∑ NOUN ijassa-407 115 5 i=1 i=1 PROPN ijassa-407 116 1 ω(mi+1,mi)(1− ω(mi+1,mi)(1− ADJ ijassa-407 116 2 ω(tadi+1 ω(tadi+1 NOUN ijassa-407 116 3 , , PUNCT ijassa-407 116 4 tadi tadi NOUN ijassa-407 116 5 ) ) PUNCT ijassa-407 116 6 ) ) PUNCT ijassa-407 117 1 ( ( PUNCT ijassa-407 117 2 5 5 X ijassa-407 117 3 ) ) PUNCT ijassa-407 117 4 where where SCONJ ijassa-407 117 5 scci scci NOUN ijassa-407 117 6 is be AUX ijassa-407 117 7 the the DET ijassa-407 117 8 setup setup NOUN ijassa-407 117 9 change change NOUN ijassa-407 117 10 cost cost NOUN ijassa-407 117 11 index index NOUN ijassa-407 117 12 . . PUNCT ijassa-407 118 1 ( ( PUNCT ijassa-407 118 2 5 5 X ijassa-407 118 3 ) ) PUNCT ijassa-407 118 4 tool tool NOUN ijassa-407 118 5 change change NOUN ijassa-407 118 6 cost cost NOUN ijassa-407 118 7 ( ( PUNCT ijassa-407 118 8 tcc tcc NUM ijassa-407 118 9 ): ): PUNCT ijassa-407 118 10 a a DET ijassa-407 118 11 tool tool NOUN ijassa-407 118 12 change change NOUN ijassa-407 118 13 cost cost NOUN ijassa-407 118 14 is be AUX ijassa-407 118 15 required require VERB ijassa-407 118 16 when when SCONJ ijassa-407 118 17 two two NUM ijassa-407 118 18 adjacent adjacent ADJ ijassa-407 118 19 opts opt NOUN ijassa-407 118 20 performed perform VERB ijassa-407 118 21 on on ADP ijassa-407 118 22 the the DET ijassa-407 118 23 same same ADJ ijassa-407 118 24 machine machine NOUN ijassa-407 118 25 use use VERB ijassa-407 118 26 different different ADJ ijassa-407 118 27 tools tool NOUN ijassa-407 119 1 tcc tcc NOUN ijassa-407 119 2 = = SYM ijassa-407 119 3 tcci tcci NOUN ijassa-407 119 4 n−1∑ n−1∑ PROPN ijassa-407 119 5 i=1 i=1 PROPN ijassa-407 120 1 ω(mi+1,mi)(1− ω(mi+1,mi)(1− PROPN ijassa-407 120 2 ω(ti+1 ω(ti+1 NOUN ijassa-407 120 3 , , PUNCT ijassa-407 120 4 ti ti NOUN ijassa-407 120 5 ) ) PUNCT ijassa-407 120 6 ) ) PUNCT ijassa-407 121 1 ( ( PUNCT ijassa-407 121 2 6 6 X ijassa-407 121 3 ) ) PUNCT ijassa-407 121 4 where where SCONJ ijassa-407 121 5 tcci tcci NOUN ijassa-407 121 6 is be AUX ijassa-407 121 7 the the DET ijassa-407 121 8 tool tool NOUN ijassa-407 121 9 change change NOUN ijassa-407 121 10 cost cost NOUN ijassa-407 121 11 index index NOUN ijassa-407 121 12 . . PUNCT ijassa-407 122 1 the the DET ijassa-407 122 2 above above ADJ ijassa-407 122 3 five five NUM ijassa-407 122 4 cost cost NOUN ijassa-407 122 5 items item NOUN ijassa-407 122 6 can can AUX ijassa-407 122 7 be be AUX ijassa-407 122 8 taken take VERB ijassa-407 122 9 either either CCONJ ijassa-407 122 10 individually individually ADV ijassa-407 122 11 or or CCONJ ijassa-407 122 12 collectively collectively ADV ijassa-407 122 13 as as ADP ijassa-407 122 14 a a DET ijassa-407 122 15 cost cost NOUN ijassa-407 122 16 compound compound NOUN ijassa-407 122 17 based base VERB ijassa-407 122 18 on on ADP ijassa-407 122 19 the the DET ijassa-407 122 20 actual actual ADJ ijassa-407 122 21 requirement requirement NOUN ijassa-407 122 22 and and CCONJ ijassa-407 122 23 data datum NOUN ijassa-407 122 24 availability availability NOUN ijassa-407 122 25 of of ADP ijassa-407 122 26 the the DET ijassa-407 122 27 job job NOUN ijassa-407 122 28 shop shop NOUN ijassa-407 122 29 . . PUNCT ijassa-407 123 1 in in ADP ijassa-407 123 2 this this DET ijassa-407 123 3 paper paper NOUN ijassa-407 123 4 , , PUNCT ijassa-407 123 5 all all DET ijassa-407 123 6 these these DET ijassa-407 123 7 five five NUM ijassa-407 123 8 items item NOUN ijassa-407 123 9 are be AUX ijassa-407 123 10 considered consider VERB ijassa-407 123 11 in in ADP ijassa-407 123 12 the the DET ijassa-407 123 13 objective objective ADJ ijassa-407 123 14 function function NOUN ijassa-407 123 15 , , PUNCT ijassa-407 123 16 i.e. i.e. X ijassa-407 123 17 , , PUNCT ijassa-407 123 18 the the DET ijassa-407 123 19 total total ADJ ijassa-407 123 20 manufacturing manufacturing NOUN ijassa-407 123 21 cost cost NOUN ijassa-407 123 22 ( ( PUNCT ijassa-407 123 23 tmc tmc PROPN ijassa-407 123 24 ): ): PUNCT ijassa-407 123 25 tcm tcm PROPN ijassa-407 123 26 = = PUNCT ijassa-407 124 1 mc mc PROPN ijassa-407 125 1 + + CCONJ ijassa-407 125 2 tc tc PROPN ijassa-407 125 3 + + PROPN ijassa-407 125 4 mcc mcc NOUN ijassa-407 125 5 + + CCONJ ijassa-407 125 6 scc scc PROPN ijassa-407 125 7 + + CCONJ ijassa-407 125 8 tcc tcc PROPN ijassa-407 125 9 ( ( PUNCT ijassa-407 125 10 7 7 X ijassa-407 125 11 ) ) PUNCT ijassa-407 125 12 two two NUM ijassa-407 125 13 steps step NOUN ijassa-407 125 14 are be AUX ijassa-407 125 15 followed follow VERB ijassa-407 125 16 to to PART ijassa-407 125 17 find find VERB ijassa-407 125 18 an an DET ijassa-407 125 19 optimal optimal ADJ ijassa-407 125 20 process process NOUN ijassa-407 125 21 plan plan NOUN ijassa-407 125 22 . . PUNCT ijassa-407 126 1 the the DET ijassa-407 126 2 first first ADJ ijassa-407 126 3 step step NOUN ijassa-407 126 4 is be AUX ijassa-407 126 5 to to PART ijassa-407 126 6 generate generate VERB ijassa-407 126 7 the the DET ijassa-407 126 8 process process NOUN ijassa-407 126 9 plan plan NOUN ijassa-407 126 10 solution solution NOUN ijassa-407 126 11 space space NOUN ijassa-407 126 12 of of ADP ijassa-407 126 13 the the DET ijassa-407 126 14 input input NOUN ijassa-407 126 15 part part NOUN ijassa-407 126 16 , , PUNCT ijassa-407 126 17 formed form VERB ijassa-407 126 18 by by ADP ijassa-407 126 19 all all DET ijassa-407 126 20 feasible feasible ADJ ijassa-407 126 21 opms opm NOUN ijassa-407 126 22 that that PRON ijassa-407 126 23 can can AUX ijassa-407 126 24 be be AUX ijassa-407 126 25 used use VERB ijassa-407 126 26 for for ADP ijassa-407 126 27 the the DET ijassa-407 126 28 fabrication fabrication NOUN ijassa-407 126 29 of of ADP ijassa-407 126 30 the the DET ijassa-407 126 31 part part NOUN ijassa-407 126 32 subject subject ADJ ijassa-407 126 33 to to ADP ijassa-407 126 34 the the DET ijassa-407 126 35 precedence precedence NOUN ijassa-407 126 36 relationship relationship NOUN ijassa-407 126 37 . . PUNCT ijassa-407 127 1 the the DET ijassa-407 127 2 second second ADJ ijassa-407 127 3 step step NOUN ijassa-407 127 4 is be AUX ijassa-407 127 5 to to PART ijassa-407 127 6 find find VERB ijassa-407 127 7 the the DET ijassa-407 127 8 best good ADJ ijassa-407 127 9 solution solution NOUN ijassa-407 127 10 based base VERB ijassa-407 127 11 on on ADP ijassa-407 127 12 a a DET ijassa-407 127 13 given give VERB ijassa-407 127 14 optimization optimization NOUN ijassa-407 127 15 objective objective NOUN ijassa-407 127 16 , , PUNCT ijassa-407 127 17 i.e. i.e. X ijassa-407 127 18 , , PUNCT ijassa-407 127 19 minimum minimum ADJ ijassa-407 127 20 manufacture manufacture NOUN ijassa-407 127 21 cost cost NOUN ijassa-407 127 22 , , PUNCT ijassa-407 127 23 as as SCONJ ijassa-407 127 24 formulated formulate VERB ijassa-407 127 25 in in ADP ijassa-407 127 26 eq.(7 eq.(7 NOUN ijassa-407 127 27 ) ) PUNCT ijassa-407 127 28 . . PUNCT ijassa-407 128 1 due due ADP ijassa-407 128 2 to to ADP ijassa-407 128 3 its its PRON ijassa-407 128 4 vast vast ADJ ijassa-407 128 5 solution solution NOUN ijassa-407 128 6 space space NOUN ijassa-407 128 7 , , PUNCT ijassa-407 128 8 it it PRON ijassa-407 128 9 is be AUX ijassa-407 128 10 difficult difficult ADJ ijassa-407 128 11 to to PART ijassa-407 128 12 find find VERB ijassa-407 128 13 the the DET ijassa-407 128 14 optimal optimal ADJ ijassa-407 128 15 solution solution NOUN ijassa-407 128 16 for for ADP ijassa-407 128 17 this this DET ijassa-407 128 18 combination combination NOUN ijassa-407 128 19 problem problem NOUN ijassa-407 128 20 in in ADP ijassa-407 128 21 a a DET ijassa-407 128 22 reasonable reasonable ADJ ijassa-407 128 23 amount amount NOUN ijassa-407 128 24 of of ADP ijassa-407 128 25 time time NOUN ijassa-407 128 26 . . PUNCT ijassa-407 129 1 two two NUM ijassa-407 129 2 optimization optimization NOUN ijassa-407 129 3 methods method NOUN ijassa-407 129 4 based base VERB ijassa-407 129 5 on on ADP ijassa-407 129 6 genetic genetic ADJ ijassa-407 129 7 algorithm algorithm NOUN ijassa-407 129 8 ( ( PUNCT ijassa-407 129 9 ga ga NOUN ijassa-407 129 10 ) ) PUNCT ijassa-407 129 11 and and CCONJ ijassa-407 129 12 simulated simulate VERB ijassa-407 129 13 annealing anneal VERB ijassa-407 129 14 algorithm algorithm NOUN ijassa-407 129 15 ( ( PUNCT ijassa-407 129 16 saa saa PROPN ijassa-407 129 17 ) ) PUNCT ijassa-407 129 18 , , PUNCT ijassa-407 129 19 respectively respectively ADV ijassa-407 129 20 , , PUNCT ijassa-407 129 21 have have AUX ijassa-407 129 22 been be AUX ijassa-407 129 23 developed develop VERB ijassa-407 129 24 to to PART ijassa-407 129 25 resolve resolve VERB ijassa-407 129 26 this this DET ijassa-407 129 27 intractable intractable ADJ ijassa-407 129 28 problem problem NOUN ijassa-407 129 29 and and CCONJ ijassa-407 129 30 promising promising ADJ ijassa-407 129 31 results result NOUN ijassa-407 129 32 were be AUX ijassa-407 129 33 reported report VERB ijassa-407 129 34 [ [ X ijassa-407 129 35 12 12 NUM ijassa-407 129 36 - - SYM ijassa-407 129 37 13 13 NUM ijassa-407 129 38 ] ] PUNCT ijassa-407 129 39 . . PUNCT ijassa-407 130 1 recently recently ADV ijassa-407 130 2 , , PUNCT ijassa-407 130 3 we we PRON ijassa-407 130 4 have have AUX ijassa-407 130 5 developed develop VERB ijassa-407 130 6 an an DET ijassa-407 130 7 alternative alternative ADJ ijassa-407 130 8 algorithm algorithm NOUN ijassa-407 130 9 advances advance NOUN ijassa-407 130 10 in in ADP ijassa-407 130 11 systems system NOUN ijassa-407 130 12 science science NOUN ijassa-407 130 13 and and CCONJ ijassa-407 130 14 applications application NOUN ijassa-407 130 15 ( ( PUNCT ijassa-407 130 16 2014 2014 NUM ijassa-407 130 17 ) ) PUNCT ijassa-407 131 1 vol.14 vol.14 NOUN ijassa-407 131 2 no.1 no.1 X ijassa-407 131 3 43 43 NUM ijassa-407 131 4 based base VERB ijassa-407 131 5 on on ADP ijassa-407 131 6 particle particle NOUN ijassa-407 131 7 swarm swarm NOUN ijassa-407 131 8 optimization optimization NOUN ijassa-407 131 9 [ [ X ijassa-407 131 10 14 14 NUM ijassa-407 131 11 ] ] PUNCT ijassa-407 131 12 . . PUNCT ijassa-407 132 1 particle particle NOUN ijassa-407 132 2 swarm swarm NOUN ijassa-407 132 3 optimization optimization NOUN ijassa-407 132 4 ( ( PUNCT ijassa-407 132 5 pso pso NOUN ijassa-407 132 6 ) ) PUNCT ijassa-407 132 7 , , PUNCT ijassa-407 132 8 being be AUX ijassa-407 132 9 one one NUM ijassa-407 132 10 of of ADP ijassa-407 132 11 evolutionary evolutionary ADJ ijassa-407 132 12 computation computation NOUN ijassa-407 132 13 approaches approach NOUN ijassa-407 132 14 , , PUNCT ijassa-407 132 15 was be AUX ijassa-407 132 16 firstly firstly ADV ijassa-407 132 17 proposed propose VERB ijassa-407 132 18 by by ADP ijassa-407 132 19 kennedy kennedy PROPN ijassa-407 132 20 and and CCONJ ijassa-407 132 21 eberhart eberhart NOUN ijassa-407 133 1 [ [ X ijassa-407 133 2 15 15 NUM ijassa-407 133 3 ] ] PUNCT ijassa-407 133 4 . . PUNCT ijassa-407 134 1 it it PRON ijassa-407 134 2 is be AUX ijassa-407 134 3 a a DET ijassa-407 134 4 class class NOUN ijassa-407 134 5 of of ADP ijassa-407 134 6 population population NOUN ijassa-407 134 7 - - PUNCT ijassa-407 134 8 based base VERB ijassa-407 134 9 optimization optimization NOUN ijassa-407 134 10 algorithm algorithm NOUN ijassa-407 134 11 that that PRON ijassa-407 134 12 imitates imitate VERB ijassa-407 134 13 the the DET ijassa-407 134 14 social social ADJ ijassa-407 134 15 swarm swarm NOUN ijassa-407 134 16 behaviours behaviour NOUN ijassa-407 134 17 . . PUNCT ijassa-407 135 1 members member NOUN ijassa-407 135 2 in in ADP ijassa-407 135 3 the the DET ijassa-407 135 4 population population NOUN ijassa-407 135 5 interact interact VERB ijassa-407 135 6 with with ADP ijassa-407 135 7 one one NUM ijassa-407 135 8 another another DET ijassa-407 135 9 by by ADP ijassa-407 135 10 learning learn VERB ijassa-407 135 11 from from ADP ijassa-407 135 12 their their PRON ijassa-407 135 13 own own ADJ ijassa-407 135 14 experience experience NOUN ijassa-407 135 15 and and CCONJ ijassa-407 135 16 gradually gradually ADV ijassa-407 135 17 individuals individual NOUN ijassa-407 135 18 move move VERB ijassa-407 135 19 into into ADP ijassa-407 135 20 better well ADJ ijassa-407 135 21 regions region NOUN ijassa-407 135 22 of of ADP ijassa-407 135 23 the the DET ijassa-407 135 24 problem problem NOUN ijassa-407 135 25 space space NOUN ijassa-407 135 26 . . PUNCT ijassa-407 136 1 the the DET ijassa-407 136 2 attractive attractive ADJ ijassa-407 136 3 features feature NOUN ijassa-407 136 4 of of ADP ijassa-407 136 5 pso pso NOUN ijassa-407 136 6 include include VERB ijassa-407 136 7 inexpensive inexpensive ADJ ijassa-407 136 8 computation computation NOUN ijassa-407 136 9 , , PUNCT ijassa-407 136 10 individual individual ADJ ijassa-407 136 11 improvement improvement NOUN ijassa-407 136 12 , , PUNCT ijassa-407 136 13 and and CCONJ ijassa-407 136 14 the the DET ijassa-407 136 15 ability ability NOUN ijassa-407 136 16 of of ADP ijassa-407 136 17 effective effective ADJ ijassa-407 136 18 exploration exploration NOUN ijassa-407 136 19 and and CCONJ ijassa-407 136 20 exploitation exploitation NOUN ijassa-407 136 21 search search NOUN ijassa-407 136 22 . . PUNCT ijassa-407 137 1 due due ADP ijassa-407 137 2 to to ADP ijassa-407 137 3 the the DET ijassa-407 137 4 characteristic characteristic NOUN ijassa-407 137 5 of of ADP ijassa-407 137 6 discrete discrete ADJ ijassa-407 137 7 process process NOUN ijassa-407 137 8 planning planning NOUN ijassa-407 137 9 solution solution NOUN ijassa-407 137 10 space space NOUN ijassa-407 137 11 and and CCONJ ijassa-407 137 12 the the DET ijassa-407 137 13 continuous continuous ADJ ijassa-407 137 14 nature nature NOUN ijassa-407 137 15 of of ADP ijassa-407 137 16 the the DET ijassa-407 137 17 original original ADJ ijassa-407 137 18 pso pso NOUN ijassa-407 137 19 , , PUNCT ijassa-407 137 20 a a DET ijassa-407 137 21 novel novel ADJ ijassa-407 137 22 solution solution NOUN ijassa-407 137 23 representation representation NOUN ijassa-407 137 24 scheme scheme NOUN ijassa-407 137 25 is be AUX ijassa-407 137 26 introduced introduce VERB ijassa-407 137 27 for for ADP ijassa-407 137 28 the the DET ijassa-407 137 29 application application NOUN ijassa-407 137 30 of of ADP ijassa-407 137 31 pso pso NOUN ijassa-407 137 32 in in ADP ijassa-407 137 33 solving solve VERB ijassa-407 137 34 the the DET ijassa-407 137 35 process process NOUN ijassa-407 137 36 planning planning NOUN ijassa-407 137 37 problem problem NOUN ijassa-407 137 38 . . PUNCT ijassa-407 138 1 moreover moreover ADV ijassa-407 138 2 , , PUNCT ijassa-407 138 3 a a DET ijassa-407 138 4 local local ADJ ijassa-407 138 5 search search NOUN ijassa-407 138 6 algorithm algorithm NOUN ijassa-407 138 7 is be AUX ijassa-407 138 8 incorporated incorporate VERB ijassa-407 138 9 and and CCONJ ijassa-407 138 10 interweaved interweave VERB ijassa-407 138 11 with with ADP ijassa-407 138 12 pso pso NOUN ijassa-407 138 13 evolution evolution NOUN ijassa-407 138 14 to to PART ijassa-407 138 15 improve improve VERB ijassa-407 138 16 the the DET ijassa-407 138 17 best good ADJ ijassa-407 138 18 solution solution NOUN ijassa-407 138 19 in in ADP ijassa-407 138 20 each each DET ijassa-407 138 21 generation generation NOUN ijassa-407 138 22 . . PUNCT ijassa-407 139 1 the the DET ijassa-407 139 2 numerical numerical ADJ ijassa-407 139 3 experiments experiment NOUN ijassa-407 139 4 and and CCONJ ijassa-407 139 5 analysis analysis NOUN ijassa-407 139 6 have have AUX ijassa-407 139 7 demonstrated demonstrate VERB ijassa-407 139 8 that that SCONJ ijassa-407 139 9 the the DET ijassa-407 139 10 proposed propose VERB ijassa-407 139 11 algorithm algorithm NOUN ijassa-407 139 12 ( ( PUNCT ijassa-407 139 13 pso pso NOUN ijassa-407 139 14 - - PUNCT ijassa-407 139 15 ls ls PROPN ijassa-407 139 16 ) ) PUNCT ijassa-407 139 17 is be AUX ijassa-407 139 18 capable capable ADJ ijassa-407 139 19 of of ADP ijassa-407 139 20 gaining gain VERB ijassa-407 139 21 a a DET ijassa-407 139 22 good good ADJ ijassa-407 139 23 quality quality NOUN ijassa-407 139 24 of of ADP ijassa-407 139 25 solution solution NOUN ijassa-407 139 26 in in ADP ijassa-407 139 27 an an DET ijassa-407 139 28 efficient efficient ADJ ijassa-407 139 29 way way NOUN ijassa-407 139 30 . . PUNCT ijassa-407 140 1 one one NUM ijassa-407 140 2 example example NOUN ijassa-407 140 3 optimal optimal ADJ ijassa-407 140 4 process process NOUN ijassa-407 140 5 plan plan NOUN ijassa-407 140 6 in in ADP ijassa-407 140 7 terms term NOUN ijassa-407 140 8 of of ADP ijassa-407 140 9 xml xml NOUN ijassa-407 140 10 format format NOUN ijassa-407 140 11 is be AUX ijassa-407 140 12 shown show VERB ijassa-407 140 13 below below ADP ijassa-407 140 14 : : PUNCT ijassa-407 140 15 < < X ijassa-407 140 16 ? ? X ijassa-407 140 17 xml xml NOUN ijassa-407 140 18 version= version= NUM ijassa-407 140 19 ‘ ' PUNCT ijassa-407 140 20 ‘ ' PUNCT ijassa-407 140 21 1 1 NUM ijassa-407 140 22 .0 .0 NUM ijassa-407 140 23 ’ ' PUNCT ijassa-407 140 24 ’ ' PUNCT ijassa-407 140 25 ? ? PUNCT ijassa-407 140 26 > > X ijassa-407 141 1 < < X ijassa-407 141 2 part part NOUN ijassa-407 141 3 pa pa PROPN ijassa-407 141 4 r r NOUN ijassa-407 141 5 t t NOUN ijassa-407 141 6 i i NOUN ijassa-407 141 7 d d NOUN ijassa-407 141 8 = = PUNCT ijassa-407 141 9 ‘ ' PUNCT ijassa-407 141 10 ‘ ' PUNCT ijassa-407 141 11 part part NOUN ijassa-407 141 12 32 32 NUM ijassa-407 141 13 ’ ' PUNCT ijassa-407 141 14 ’ ' PUNCT ijassa-407 141 15 > > X ijassa-407 142 1 < < X ijassa-407 142 2 ope ope NOUN ijassa-407 142 3 ra ra PROPN ijassa-407 142 4 t t PROPN ijassa-407 142 5 i i PRON ijassa-407 142 6 on on ADP ijassa-407 142 7 type type NOUN ijassa-407 142 8 op op NOUN ijassa-407 142 9 t t NOUN ijassa-407 142 10 id=”opt id=”opt PROPN ijassa-407 142 11 18 18 NUM ijassa-407 142 12 ” " PUNCT ijassa-407 142 13 > > X ijassa-407 142 14 < < X ijassa-407 142 15 sequence>11 > X ijassa-407 142 18 < < X ijassa-407 142 19 opm opm PROPN ijassa-407 142 20 > > X ijassa-407 142 21 m1,t1,+x > X ijassa-407 142 23 < < X ijassa-407 142 24 / / SYM ijassa-407 142 25 ope ope NOUN ijassa-407 143 1 ra ra PROPN ijassa-407 143 2 t t PROPN ijassa-407 144 1 i i PRON ijassa-407 144 2 on on ADP ijassa-407 144 3 type type NOUN ijassa-407 144 4 > > X ijassa-407 144 5 < < X ijassa-407 144 6 ope ope NOUN ijassa-407 144 7 ra ra PROPN ijassa-407 144 8 t t PROPN ijassa-407 144 9 i i PRON ijassa-407 144 10 on on ADP ijassa-407 144 11 type type NOUN ijassa-407 144 12 op op NOUN ijassa-407 144 13 t t NOUN ijassa-407 144 14 id=”opt id=”opt PROPN ijassa-407 144 15 1 1 NUM ijassa-407 144 16 ” " PUNCT ijassa-407 144 17 > > X ijassa-407 144 18 < < X ijassa-407 144 19 sequence>22 > X ijassa-407 144 22 < < X ijassa-407 144 23 opm opm PROPN ijassa-407 144 24 > > X ijassa-407 144 25 m1,t1,+x > X ijassa-407 144 27 < < X ijassa-407 144 28 / / SYM ijassa-407 144 29 ope ope NOUN ijassa-407 144 30 ra ra PROPN ijassa-407 144 31 t t PROPN ijassa-407 145 1 i i PRON ijassa-407 145 2 on on ADP ijassa-407 145 3 type type NOUN ijassa-407 145 4 > > X ijassa-407 145 5 < < X ijassa-407 145 6 ope ope NOUN ijassa-407 145 7 ra ra PROPN ijassa-407 145 8 t t PROPN ijassa-407 145 9 i i PRON ijassa-407 145 10 on on ADP ijassa-407 145 11 type type NOUN ijassa-407 145 12 > > X ijassa-407 145 13 < < X ijassa-407 145 14 / / SYM ijassa-407 145 15 ope ope NOUN ijassa-407 146 1 ra ra PROPN ijassa-407 146 2 t t PROPN ijassa-407 146 3 i i PRON ijassa-407 146 4 on on ADP ijassa-407 146 5 type type NOUN ijassa-407 146 6 > > X ijassa-407 146 7 < < X ijassa-407 146 8 / / SYM ijassa-407 146 9 part part NOUN ijassa-407 146 10 > > X ijassa-407 146 11 3.1.5 3.1.5 NUM ijassa-407 146 12 scheduling scheduling NOUN ijassa-407 146 13 agent agent NOUN ijassa-407 146 14 ( ( PUNCT ijassa-407 146 15 sa sa PROPN ijassa-407 146 16 ) ) PUNCT ijassa-407 146 17 the the DET ijassa-407 146 18 sa sa PROPN ijassa-407 146 19 is be AUX ijassa-407 146 20 used use VERB ijassa-407 146 21 to to PART ijassa-407 146 22 generate generate VERB ijassa-407 146 23 a a DET ijassa-407 146 24 high high ADJ ijassa-407 146 25 quality quality NOUN ijassa-407 146 26 of of ADP ijassa-407 146 27 schedule schedule NOUN ijassa-407 146 28 based base VERB ijassa-407 146 29 on on ADP ijassa-407 146 30 the the DET ijassa-407 146 31 involved involved ADJ ijassa-407 146 32 process process NOUN ijassa-407 146 33 plans plan NOUN ijassa-407 146 34 from from ADP ijassa-407 146 35 the the DET ijassa-407 146 36 different different ADJ ijassa-407 146 37 ppas ppas NOUN ijassa-407 146 38 , , PUNCT ijassa-407 146 39 each each PRON ijassa-407 146 40 specified specify VERB ijassa-407 146 41 with with ADP ijassa-407 146 42 the the DET ijassa-407 146 43 information information NOUN ijassa-407 146 44 of of ADP ijassa-407 146 45 weight weight NOUN ijassa-407 146 46 ( ( PUNCT ijassa-407 146 47 1 1 NUM ijassa-407 146 48 - - SYM ijassa-407 146 49 10 10 NUM ijassa-407 146 50 ) ) PUNCT ijassa-407 146 51 , , PUNCT ijassa-407 146 52 due due ADJ ijassa-407 146 53 date date NOUN ijassa-407 146 54 , , PUNCT ijassa-407 146 55 and and CCONJ ijassa-407 146 56 batch batch NOUN ijassa-407 146 57 size size NOUN ijassa-407 146 58 . . PUNCT ijassa-407 147 1 a a DET ijassa-407 147 2 set set NOUN ijassa-407 147 3 of of ADP ijassa-407 147 4 dispatching dispatch VERB ijassa-407 147 5 rules rule NOUN ijassa-407 147 6 [ [ X ijassa-407 147 7 16 16 NUM ijassa-407 147 8 ] ] PUNCT ijassa-407 147 9 , , PUNCT ijassa-407 147 10 including include VERB ijassa-407 147 11 earliest early ADJ ijassa-407 147 12 due due ADJ ijassa-407 147 13 date date NOUN ijassa-407 147 14 ( ( PUNCT ijassa-407 147 15 edd edd PROPN ijassa-407 147 16 ) ) PUNCT ijassa-407 147 17 , , PUNCT ijassa-407 147 18 shortest short ADJ ijassa-407 147 19 processing processing NOUN ijassa-407 147 20 time time NOUN ijassa-407 147 21 ( ( PUNCT ijassa-407 147 22 spt spt PROPN ijassa-407 147 23 ) ) PUNCT ijassa-407 147 24 , , PUNCT ijassa-407 147 25 are be AUX ijassa-407 147 26 developed develop VERB ijassa-407 147 27 for for ADP ijassa-407 147 28 the the DET ijassa-407 147 29 generation generation NOUN ijassa-407 147 30 of of ADP ijassa-407 147 31 schedule schedule NOUN ijassa-407 147 32 . . PUNCT ijassa-407 148 1 since since SCONJ ijassa-407 148 2 the the DET ijassa-407 148 3 scheduling scheduling NOUN ijassa-407 148 4 problem problem NOUN ijassa-407 148 5 is be AUX ijassa-407 148 6 a a DET ijassa-407 148 7 typical typical ADJ ijassa-407 148 8 non non ADJ ijassa-407 148 9 - - ADJ ijassa-407 148 10 polynomial polynomial ADJ ijassa-407 148 11 ( ( PUNCT ijassa-407 148 12 np np INTJ ijassa-407 148 13 ) ) PUNCT ijassa-407 148 14 hard hard ADJ ijassa-407 148 15 problem problem NOUN ijassa-407 148 16 , , PUNCT ijassa-407 148 17 the the DET ijassa-407 148 18 quality quality NOUN ijassa-407 148 19 of of ADP ijassa-407 148 20 solution solution NOUN ijassa-407 148 21 obtained obtain VERB ijassa-407 148 22 by by ADP ijassa-407 148 23 dispatching dispatch VERB ijassa-407 148 24 rules rule NOUN ijassa-407 148 25 may may AUX ijassa-407 148 26 not not PART ijassa-407 148 27 be be AUX ijassa-407 148 28 good good ADJ ijassa-407 148 29 . . PUNCT ijassa-407 149 1 we we PRON ijassa-407 149 2 therefore therefore ADV ijassa-407 149 3 developed develop VERB ijassa-407 149 4 an an DET ijassa-407 149 5 approximation approximation NOUN ijassa-407 149 6 algorithm algorithm NOUN ijassa-407 149 7 by by ADP ijassa-407 149 8 incorporating incorporate VERB ijassa-407 149 9 44 44 NUM ijassa-407 149 10 y.f y.f PROPN ijassa-407 149 11 . . PUNCT ijassa-407 150 1 wang wang PROPN ijassa-407 150 2 : : PUNCT ijassa-407 150 3 an an DET ijassa-407 150 4 agent agent NOUN ijassa-407 150 5 - - PUNCT ijassa-407 150 6 based base VERB ijassa-407 150 7 distributed distribute VERB ijassa-407 150 8 process process NOUN ijassa-407 150 9 planning planning NOUN ijassa-407 150 10 and and CCONJ ijassa-407 150 11 scheduling scheduling NOUN ijassa-407 150 12 system system NOUN ijassa-407 150 13 a a DET ijassa-407 150 14 tabu tabu NOUN ijassa-407 150 15 search search NOUN ijassa-407 150 16 in in ADP ijassa-407 150 17 the the DET ijassa-407 150 18 pso pso NOUN ijassa-407 150 19 for for ADP ijassa-407 150 20 minimizing minimize VERB ijassa-407 150 21 the the DET ijassa-407 150 22 tardiness tardiness NOUN ijassa-407 150 23 in in ADP ijassa-407 150 24 a a DET ijassa-407 150 25 flexible flexible ADJ ijassa-407 150 26 job job NOUN ijassa-407 150 27 shop shop NOUN ijassa-407 150 28 scheduling scheduling NOUN ijassa-407 150 29 . . PUNCT ijassa-407 151 1 by by ADP ijassa-407 151 2 this this DET ijassa-407 151 3 integration integration NOUN ijassa-407 151 4 , , PUNCT ijassa-407 151 5 pso pso NOUN ijassa-407 151 6 provides provide VERB ijassa-407 151 7 a a DET ijassa-407 151 8 diversity diversity NOUN ijassa-407 151 9 of of ADP ijassa-407 151 10 initial initial ADJ ijassa-407 151 11 solutions solution NOUN ijassa-407 151 12 for for ADP ijassa-407 151 13 the the DET ijassa-407 151 14 tabu tabu NOUN ijassa-407 151 15 search search NOUN ijassa-407 151 16 while while SCONJ ijassa-407 151 17 tabu tabu NOUN ijassa-407 151 18 search search NOUN ijassa-407 151 19 performs perform VERB ijassa-407 151 20 an an DET ijassa-407 151 21 exploitation exploitation NOUN ijassa-407 151 22 search search NOUN ijassa-407 151 23 so so SCONJ ijassa-407 151 24 as as SCONJ ijassa-407 151 25 to to PART ijassa-407 151 26 affect affect VERB ijassa-407 151 27 the the DET ijassa-407 151 28 particles particle NOUN ijassa-407 151 29 swarm swarm NOUN ijassa-407 151 30 search search NOUN ijassa-407 151 31 behavior behavior NOUN ijassa-407 151 32 . . PUNCT ijassa-407 152 1 this this DET ijassa-407 152 2 hybrid hybrid ADJ ijassa-407 152 3 procedure procedure NOUN ijassa-407 152 4 , , PUNCT ijassa-407 152 5 taking take VERB ijassa-407 152 6 the the DET ijassa-407 152 7 advantage advantage NOUN ijassa-407 152 8 of of ADP ijassa-407 152 9 the the DET ijassa-407 152 10 difference difference NOUN ijassa-407 152 11 between between ADP ijassa-407 152 12 these these DET ijassa-407 152 13 two two NUM ijassa-407 152 14 algorithms algorithm NOUN ijassa-407 152 15 , , PUNCT ijassa-407 152 16 proves prove VERB ijassa-407 152 17 to to PART ijassa-407 152 18 be be AUX ijassa-407 152 19 an an DET ijassa-407 152 20 effective effective ADJ ijassa-407 152 21 algorithm algorithm NOUN ijassa-407 152 22 . . PUNCT ijassa-407 153 1 the the DET ijassa-407 153 2 proposed propose VERB ijassa-407 153 3 algorithm algorithm NOUN ijassa-407 153 4 ( ( PUNCT ijassa-407 153 5 pso pso NOUN ijassa-407 153 6 - - PUNCT ijassa-407 153 7 ts ts NOUN ijassa-407 153 8 ) ) PUNCT ijassa-407 153 9 has have AUX ijassa-407 153 10 been be AUX ijassa-407 153 11 tested test VERB ijassa-407 153 12 on on ADP ijassa-407 153 13 various various ADJ ijassa-407 153 14 experiments experiment NOUN ijassa-407 153 15 and and CCONJ ijassa-407 153 16 the the DET ijassa-407 153 17 results result NOUN ijassa-407 153 18 have have AUX ijassa-407 153 19 demonstrated demonstrate VERB ijassa-407 153 20 its its PRON ijassa-407 153 21 robustness robustness NOUN ijassa-407 153 22 , , PUNCT ijassa-407 153 23 efficiency efficiency NOUN ijassa-407 153 24 and and CCONJ ijassa-407 153 25 efficacy efficacy NOUN ijassa-407 153 26 in in ADP ijassa-407 153 27 all all DET ijassa-407 153 28 sets set NOUN ijassa-407 153 29 of of ADP ijassa-407 153 30 experiments experiment NOUN ijassa-407 153 31 . . PUNCT ijassa-407 154 1 3.1.6 3.1.6 NUM ijassa-407 154 2 facilitator facilitator NOUN ijassa-407 154 3 agent agent NOUN ijassa-407 154 4 ( ( PUNCT ijassa-407 154 5 fa fa NOUN ijassa-407 154 6 ) ) PUNCT ijassa-407 154 7 the the DET ijassa-407 154 8 objective objective NOUN ijassa-407 154 9 of of ADP ijassa-407 154 10 the the DET ijassa-407 154 11 fa fa PROPN ijassa-407 154 12 is be AUX ijassa-407 154 13 to to PART ijassa-407 154 14 improve improve VERB ijassa-407 154 15 the the DET ijassa-407 154 16 performance performance NOUN ijassa-407 154 17 measure measure NOUN ijassa-407 154 18 of of ADP ijassa-407 154 19 the the DET ijassa-407 154 20 schedule schedule NOUN ijassa-407 154 21 through through ADP ijassa-407 154 22 the the DET ijassa-407 154 23 coordination coordination NOUN ijassa-407 154 24 with with ADP ijassa-407 154 25 the the DET ijassa-407 154 26 other other ADJ ijassa-407 154 27 agents agent NOUN ijassa-407 154 28 . . PUNCT ijassa-407 155 1 the the DET ijassa-407 155 2 fa fa PROPN ijassa-407 155 3 evaluates evaluate VERB ijassa-407 155 4 the the DET ijassa-407 155 5 schedule schedule NOUN ijassa-407 155 6 obtained obtain VERB ijassa-407 155 7 from from ADP ijassa-407 155 8 sa sa PROPN ijassa-407 155 9 , , PUNCT ijassa-407 155 10 followed follow VERB ijassa-407 155 11 by by ADP ijassa-407 155 12 invoking invoke VERB ijassa-407 155 13 a a DET ijassa-407 155 14 heuristic heuristic ADJ ijassa-407 155 15 rule rule NOUN ijassa-407 155 16 , , PUNCT ijassa-407 155 17 which which PRON ijassa-407 155 18 is be AUX ijassa-407 155 19 able able ADJ ijassa-407 155 20 to to PART ijassa-407 155 21 automatically automatically ADV ijassa-407 155 22 issue issue VERB ijassa-407 155 23 a a DET ijassa-407 155 24 modification modification NOUN ijassa-407 155 25 suggestion suggestion NOUN ijassa-407 155 26 by by ADP ijassa-407 155 27 identifying identify VERB ijassa-407 155 28 a a DET ijassa-407 155 29 particular particular ADJ ijassa-407 155 30 operation operation NOUN ijassa-407 155 31 of of ADP ijassa-407 155 32 one one NUM ijassa-407 155 33 job job NOUN ijassa-407 155 34 from from ADP ijassa-407 155 35 the the DET ijassa-407 155 36 scheduled schedule VERB ijassa-407 155 37 jobs job NOUN ijassa-407 155 38 and and CCONJ ijassa-407 155 39 the the DET ijassa-407 155 40 resource resource NOUN ijassa-407 155 41 to to PART ijassa-407 155 42 be be AUX ijassa-407 155 43 modified modify VERB ijassa-407 155 44 . . PUNCT ijassa-407 156 1 although although SCONJ ijassa-407 156 2 the the DET ijassa-407 156 3 rule rule NOUN ijassa-407 156 4 can can AUX ijassa-407 156 5 choose choose VERB ijassa-407 156 6 several several ADJ ijassa-407 156 7 jobs job NOUN ijassa-407 156 8 for for ADP ijassa-407 156 9 process process NOUN ijassa-407 156 10 plan plan NOUN ijassa-407 156 11 modification modification NOUN ijassa-407 156 12 , , PUNCT ijassa-407 156 13 the the DET ijassa-407 156 14 strategy strategy NOUN ijassa-407 156 15 employed employ VERB ijassa-407 156 16 here here ADV ijassa-407 156 17 is be AUX ijassa-407 156 18 for for ADP ijassa-407 156 19 fine fine ADV ijassa-407 156 20 - - PUNCT ijassa-407 156 21 tuning tuning NOUN ijassa-407 156 22 , , PUNCT ijassa-407 156 23 thus thus ADV ijassa-407 156 24 only only ADV ijassa-407 156 25 one one NUM ijassa-407 156 26 job job NOUN ijassa-407 156 27 is be AUX ijassa-407 156 28 chosen choose VERB ijassa-407 156 29 in in ADP ijassa-407 156 30 each each DET ijassa-407 156 31 round round NOUN ijassa-407 156 32 of of ADP ijassa-407 156 33 iteration iteration NOUN ijassa-407 156 34 . . PUNCT ijassa-407 157 1 the the DET ijassa-407 157 2 generated generate VERB ijassa-407 157 3 suggestion suggestion NOUN ijassa-407 157 4 will will AUX ijassa-407 157 5 be be AUX ijassa-407 157 6 fed feed VERB ijassa-407 157 7 back back ADV ijassa-407 157 8 to to ADP ijassa-407 157 9 the the DET ijassa-407 157 10 corresponding correspond VERB ijassa-407 157 11 ppa ppa PROPN ijassa-407 157 12 that that SCONJ ijassa-407 157 13 the the DET ijassa-407 157 14 job job NOUN ijassa-407 157 15 belongs belong VERB ijassa-407 157 16 to to PART ijassa-407 157 17 and and CCONJ ijassa-407 157 18 impose impose VERB ijassa-407 157 19 the the DET ijassa-407 157 20 constraints constraint NOUN ijassa-407 157 21 on on ADP ijassa-407 157 22 its its PRON ijassa-407 157 23 solution solution NOUN ijassa-407 157 24 space space NOUN ijassa-407 157 25 . . PUNCT ijassa-407 158 1 based base VERB ijassa-407 158 2 on on ADP ijassa-407 158 3 the the DET ijassa-407 158 4 update update NOUN ijassa-407 158 5 solution solution NOUN ijassa-407 158 6 space space NOUN ijassa-407 158 7 , , PUNCT ijassa-407 158 8 the the DET ijassa-407 158 9 affected affected ADJ ijassa-407 158 10 ppa ppa PROPN ijassa-407 158 11 will will AUX ijassa-407 158 12 then then ADV ijassa-407 158 13 re re VERB ijassa-407 158 14 - - VERB ijassa-407 158 15 generate generate VERB ijassa-407 158 16 a a DET ijassa-407 158 17 process process NOUN ijassa-407 158 18 plan plan NOUN ijassa-407 158 19 using use VERB ijassa-407 158 20 an an DET ijassa-407 158 21 optimization optimization NOUN ijassa-407 158 22 algorithm algorithm NOUN ijassa-407 158 23 . . PUNCT ijassa-407 159 1 this this PRON ijassa-407 159 2 generated generate VERB ijassa-407 159 3 optimal optimal ADJ ijassa-407 159 4 process process NOUN ijassa-407 159 5 plan plan NOUN ijassa-407 159 6 , , PUNCT ijassa-407 159 7 together together ADV ijassa-407 159 8 with with ADP ijassa-407 159 9 unchanged unchanged ADJ ijassa-407 159 10 process process NOUN ijassa-407 159 11 plans plan NOUN ijassa-407 159 12 , , PUNCT ijassa-407 159 13 forms form VERB ijassa-407 159 14 a a DET ijassa-407 159 15 new new ADJ ijassa-407 159 16 schedule schedule NOUN ijassa-407 159 17 in in ADP ijassa-407 159 18 the the DET ijassa-407 159 19 sa sa PROPN ijassa-407 159 20 . . PUNCT ijassa-407 160 1 the the DET ijassa-407 160 2 coordination coordination NOUN ijassa-407 160 3 process process NOUN ijassa-407 160 4 continues continue VERB ijassa-407 160 5 until until SCONJ ijassa-407 160 6 a a DET ijassa-407 160 7 satisfactory satisfactory ADJ ijassa-407 160 8 result result NOUN ijassa-407 160 9 is be AUX ijassa-407 160 10 achieved achieve VERB ijassa-407 160 11 . . PUNCT ijassa-407 161 1 it it PRON ijassa-407 161 2 is be AUX ijassa-407 161 3 noted note VERB ijassa-407 161 4 that that SCONJ ijassa-407 161 5 the the DET ijassa-407 161 6 heuristic heuristic ADJ ijassa-407 161 7 rules rule NOUN ijassa-407 161 8 are be AUX ijassa-407 161 9 in in ADP ijassa-407 161 10 association association NOUN ijassa-407 161 11 with with ADP ijassa-407 161 12 the the DET ijassa-407 161 13 optimization optimization NOUN ijassa-407 161 14 scenario scenario NOUN ijassa-407 161 15 and and CCONJ ijassa-407 161 16 thus thus ADV ijassa-407 161 17 performs perform VERB ijassa-407 161 18 in in ADP ijassa-407 161 19 different different ADJ ijassa-407 161 20 ways way NOUN ijassa-407 161 21 . . PUNCT ijassa-407 162 1 currently currently ADV ijassa-407 162 2 , , PUNCT ijassa-407 162 3 the the DET ijassa-407 162 4 system system NOUN ijassa-407 162 5 is be AUX ijassa-407 162 6 capable capable ADJ ijassa-407 162 7 of of ADP ijassa-407 162 8 balancing balance VERB ijassa-407 162 9 the the DET ijassa-407 162 10 machine machine NOUN ijassa-407 162 11 utilization utilization NOUN ijassa-407 162 12 and and CCONJ ijassa-407 162 13 minimizing minimize VERB ijassa-407 162 14 the the DET ijassa-407 162 15 number number NOUN ijassa-407 162 16 of of ADP ijassa-407 162 17 tardy tardy ADJ ijassa-407 162 18 jobs job NOUN ijassa-407 162 19 and and CCONJ ijassa-407 162 20 their their PRON ijassa-407 162 21 tardiness tardiness NOUN ijassa-407 162 22 , , PUNCT ijassa-407 162 23 as as ADV ijassa-407 162 24 well well ADV ijassa-407 162 25 as as ADP ijassa-407 162 26 accommodating accommodate VERB ijassa-407 162 27 the the DET ijassa-407 162 28 disruption disruption NOUN ijassa-407 162 29 of of ADP ijassa-407 162 30 machine machine NOUN ijassa-407 162 31 breakdown breakdown NOUN ijassa-407 162 32 . . PUNCT ijassa-407 163 1 the the DET ijassa-407 163 2 carried carry VERB ijassa-407 163 3 out out ADP ijassa-407 163 4 simulation simulation NOUN ijassa-407 163 5 results result NOUN ijassa-407 163 6 have have AUX ijassa-407 163 7 proven prove VERB ijassa-407 163 8 its its PRON ijassa-407 163 9 effectiveness effectiveness NOUN ijassa-407 163 10 to to PART ijassa-407 163 11 achieve achieve VERB ijassa-407 163 12 a a DET ijassa-407 163 13 satisfactory satisfactory ADJ ijassa-407 163 14 plans plan NOUN ijassa-407 163 15 / / SYM ijassa-407 163 16 schedule schedule NOUN ijassa-407 163 17 solution solution NOUN ijassa-407 163 18 in in ADP ijassa-407 163 19 a a DET ijassa-407 163 20 reasonable reasonable ADJ ijassa-407 163 21 amount amount NOUN ijassa-407 163 22 of of ADP ijassa-407 163 23 time time NOUN ijassa-407 163 24 [ [ X ijassa-407 163 25 3 3 NUM ijassa-407 163 26 - - SYM ijassa-407 163 27 5 5 NUM ijassa-407 163 28 ] ] PUNCT ijassa-407 163 29 . . PUNCT ijassa-407 164 1 3.2 3.2 NUM ijassa-407 164 2 agent agent NOUN ijassa-407 164 3 structure structure NOUN ijassa-407 164 4 in in ADP ijassa-407 164 5 a a DET ijassa-407 164 6 multi multi ADJ ijassa-407 164 7 - - ADJ ijassa-407 164 8 agent agent ADJ ijassa-407 164 9 system system NOUN ijassa-407 164 10 , , PUNCT ijassa-407 164 11 each each DET ijassa-407 164 12 agent agent NOUN ijassa-407 164 13 is be AUX ijassa-407 164 14 essentially essentially ADV ijassa-407 164 15 an an DET ijassa-407 164 16 autonomous autonomous ADJ ijassa-407 164 17 cognitive cognitive ADJ ijassa-407 164 18 entity entity NOUN ijassa-407 164 19 , , PUNCT ijassa-407 164 20 which which PRON ijassa-407 164 21 is be AUX ijassa-407 164 22 able able ADJ ijassa-407 164 23 to to PART ijassa-407 164 24 communicate communicate VERB ijassa-407 164 25 , , PUNCT ijassa-407 164 26 reason reason NOUN ijassa-407 164 27 , , PUNCT ijassa-407 164 28 and and CCONJ ijassa-407 164 29 react react VERB ijassa-407 164 30 to to ADP ijassa-407 164 31 the the DET ijassa-407 164 32 events event NOUN ijassa-407 164 33 from from ADP ijassa-407 164 34 the the DET ijassa-407 164 35 external external ADJ ijassa-407 164 36 environment environment NOUN ijassa-407 164 37 . . PUNCT ijassa-407 165 1 to to PART ijassa-407 165 2 start start VERB ijassa-407 165 3 , , PUNCT ijassa-407 165 4 the the DET ijassa-407 165 5 agent agent NOUN ijassa-407 165 6 receives receive VERB ijassa-407 165 7 a a DET ijassa-407 165 8 message message NOUN ijassa-407 165 9 and and CCONJ ijassa-407 165 10 stores store NOUN ijassa-407 165 11 it it PRON ijassa-407 165 12 in in ADP ijassa-407 165 13 the the DET ijassa-407 165 14 receiving receive VERB ijassa-407 165 15 message message NOUN ijassa-407 165 16 queue queue NOUN ijassa-407 165 17 . . PUNCT ijassa-407 166 1 by by ADP ijassa-407 166 2 decoding decode VERB ijassa-407 166 3 a a DET ijassa-407 166 4 message message NOUN ijassa-407 166 5 from from ADP ijassa-407 166 6 the the DET ijassa-407 166 7 message message NOUN ijassa-407 166 8 list list NOUN ijassa-407 166 9 , , PUNCT ijassa-407 166 10 an an DET ijassa-407 166 11 agent agent NOUN ijassa-407 166 12 resolves resolve VERB ijassa-407 166 13 the the DET ijassa-407 166 14 problem problem NOUN ijassa-407 166 15 using use VERB ijassa-407 166 16 its its PRON ijassa-407 166 17 domain domain NOUN ijassa-407 166 18 knowledge knowledge NOUN ijassa-407 166 19 . . PUNCT ijassa-407 167 1 once once ADV ijassa-407 167 2 the the DET ijassa-407 167 3 problem problem NOUN ijassa-407 167 4 is be AUX ijassa-407 167 5 resolved resolve VERB ijassa-407 167 6 , , PUNCT ijassa-407 167 7 the the DET ijassa-407 167 8 agent agent NOUN ijassa-407 167 9 will will AUX ijassa-407 167 10 encode encode VERB ijassa-407 167 11 the the DET ijassa-407 167 12 solutions solution NOUN ijassa-407 167 13 in in ADP ijassa-407 167 14 a a DET ijassa-407 167 15 well well ADV ijassa-407 167 16 - - PUNCT ijassa-407 167 17 defined define VERB ijassa-407 167 18 message message NOUN ijassa-407 167 19 and and CCONJ ijassa-407 167 20 return return VERB ijassa-407 167 21 it it PRON ijassa-407 167 22 to to ADP ijassa-407 167 23 the the DET ijassa-407 167 24 sender sender NOUN ijassa-407 167 25 agent agent NOUN ijassa-407 167 26 . . PUNCT ijassa-407 168 1 the the DET ijassa-407 168 2 internal internal ADJ ijassa-407 168 3 structure structure NOUN ijassa-407 168 4 of of ADP ijassa-407 168 5 an an DET ijassa-407 168 6 agent agent NOUN ijassa-407 168 7 typically typically ADV ijassa-407 168 8 includes include VERB ijassa-407 168 9 the the DET ijassa-407 168 10 following follow VERB ijassa-407 168 11 components component NOUN ijassa-407 168 12 : : PUNCT ijassa-407 168 13 ( ( PUNCT ijassa-407 168 14 1 1 X ijassa-407 168 15 ) ) PUNCT ijassa-407 168 16 network network NOUN ijassa-407 168 17 interface interface NOUN ijassa-407 168 18 : : PUNCT ijassa-407 168 19 it it PRON ijassa-407 168 20 couples couple VERB ijassa-407 168 21 the the DET ijassa-407 168 22 agent agent NOUN ijassa-407 168 23 to to ADP ijassa-407 168 24 the the DET ijassa-407 168 25 network network NOUN ijassa-407 168 26 . . PUNCT ijassa-407 169 1 ( ( PUNCT ijassa-407 169 2 2 2 X ijassa-407 169 3 ) ) PUNCT ijassa-407 169 4 communication communication NOUN ijassa-407 169 5 interface interface NOUN ijassa-407 169 6 : : PUNCT ijassa-407 169 7 it it PRON ijassa-407 169 8 enables enable VERB ijassa-407 169 9 the the DET ijassa-407 169 10 agent agent NOUN ijassa-407 169 11 to to PART ijassa-407 169 12 exchange exchange VERB ijassa-407 169 13 and and CCONJ ijassa-407 169 14 understand understand VERB ijassa-407 169 15 the the DET ijassa-407 169 16 messages message NOUN ijassa-407 169 17 . . PUNCT ijassa-407 170 1 advances advance NOUN ijassa-407 170 2 in in ADP ijassa-407 170 3 systems system NOUN ijassa-407 170 4 science science NOUN ijassa-407 170 5 and and CCONJ ijassa-407 170 6 applications application NOUN ijassa-407 170 7 ( ( PUNCT ijassa-407 170 8 2014 2014 NUM ijassa-407 170 9 ) ) PUNCT ijassa-407 170 10 vol.14 vol.14 NOUN ijassa-407 170 11 no.1 no.1 X ijassa-407 170 12 45 45 NUM ijassa-407 170 13 ( ( PUNCT ijassa-407 170 14 3 3 NUM ijassa-407 170 15 ) ) PUNCT ijassa-407 170 16 interaction interaction NOUN ijassa-407 170 17 interface interface NOUN ijassa-407 170 18 : : PUNCT ijassa-407 170 19 it it PRON ijassa-407 170 20 allows allow VERB ijassa-407 170 21 the the DET ijassa-407 170 22 agent agent NOUN ijassa-407 170 23 to to PART ijassa-407 170 24 have have VERB ijassa-407 170 25 conversation conversation NOUN ijassa-407 170 26 with with ADP ijassa-407 170 27 other other ADJ ijassa-407 170 28 agents agent NOUN ijassa-407 170 29 . . PUNCT ijassa-407 171 1 ( ( PUNCT ijassa-407 171 2 4 4 X ijassa-407 171 3 ) ) PUNCT ijassa-407 171 4 domain domain NOUN ijassa-407 171 5 knowledge knowledge NOUN ijassa-407 171 6 : : PUNCT ijassa-407 171 7 it it PRON ijassa-407 171 8 provides provide VERB ijassa-407 171 9 enterprise enterprise NOUN ijassa-407 171 10 expertise expertise NOUN ijassa-407 171 11 knowledge knowledge NOUN ijassa-407 171 12 required require VERB ijassa-407 171 13 to to PART ijassa-407 171 14 perform perform VERB ijassa-407 171 15 the the DET ijassa-407 171 16 specific specific ADJ ijassa-407 171 17 task task NOUN ijassa-407 171 18 . . PUNCT ijassa-407 172 1 ( ( PUNCT ijassa-407 172 2 5 5 X ijassa-407 172 3 ) ) PUNCT ijassa-407 172 4 problem problem NOUN ijassa-407 172 5 solving solving NOUN ijassa-407 172 6 module module NOUN ijassa-407 172 7 : : PUNCT ijassa-407 172 8 owning own VERB ijassa-407 172 9 the the DET ijassa-407 172 10 reasoning reasoning NOUN ijassa-407 172 11 and and CCONJ ijassa-407 172 12 decision decision NOUN ijassa-407 172 13 making making NOUN ijassa-407 172 14 capability capability NOUN ijassa-407 173 1 , , PUNCT ijassa-407 173 2 it it PRON ijassa-407 173 3 enables enable VERB ijassa-407 173 4 the the DET ijassa-407 173 5 agent agent NOUN ijassa-407 173 6 to to PART ijassa-407 173 7 resolve resolve VERB ijassa-407 173 8 the the DET ijassa-407 173 9 problem problem NOUN ijassa-407 173 10 according accord VERB ijassa-407 173 11 to to ADP ijassa-407 173 12 the the DET ijassa-407 173 13 received receive VERB ijassa-407 173 14 message message NOUN ijassa-407 173 15 and and CCONJ ijassa-407 173 16 domain domain NOUN ijassa-407 173 17 knowledge knowledge NOUN ijassa-407 173 18 . . PUNCT ijassa-407 174 1 3.3 3.3 NUM ijassa-407 174 2 system system NOUN ijassa-407 174 3 architecture architecture NOUN ijassa-407 174 4 fig.3 fig.3 PROPN ijassa-407 174 5 presents present VERB ijassa-407 174 6 the the DET ijassa-407 174 7 system system NOUN ijassa-407 174 8 architecture architecture NOUN ijassa-407 174 9 for for ADP ijassa-407 174 10 the the DET ijassa-407 174 11 agent agent NOUN ijassa-407 174 12 - - PUNCT ijassa-407 174 13 based base VERB ijassa-407 174 14 distributed distribute VERB ijassa-407 174 15 process process NOUN ijassa-407 174 16 planning planning NOUN ijassa-407 174 17 and and CCONJ ijassa-407 174 18 scheduling scheduling NOUN ijassa-407 174 19 system system NOUN ijassa-407 174 20 , , PUNCT ijassa-407 174 21 which which PRON ijassa-407 174 22 is be AUX ijassa-407 174 23 based base VERB ijassa-407 174 24 on on ADP ijassa-407 174 25 the the DET ijassa-407 174 26 multi multi ADJ ijassa-407 174 27 - - ADJ ijassa-407 174 28 tier tier ADJ ijassa-407 174 29 application application NOUN ijassa-407 174 30 model model NOUN ijassa-407 174 31 , , PUNCT ijassa-407 174 32 consisting consist VERB ijassa-407 174 33 of of ADP ijassa-407 174 34 presentation presentation NOUN ijassa-407 174 35 tier tier NOUN ijassa-407 174 36 , , PUNCT ijassa-407 174 37 business business NOUN ijassa-407 174 38 tier tier NOUN ijassa-407 174 39 , , PUNCT ijassa-407 174 40 and and CCONJ ijassa-407 174 41 eis eis PROPN ijassa-407 174 42 ( ( PUNCT ijassa-407 174 43 enterprise enterprise NOUN ijassa-407 174 44 information information NOUN ijassa-407 174 45 system system NOUN ijassa-407 174 46 ) ) PUNCT ijassa-407 174 47 tier tier NOUN ijassa-407 174 48 . . PUNCT ijassa-407 175 1 moreover moreover ADV ijassa-407 175 2 , , PUNCT ijassa-407 175 3 in in ADP ijassa-407 175 4 order order NOUN ijassa-407 175 5 to to PART ijassa-407 175 6 ensure ensure VERB ijassa-407 175 7 the the DET ijassa-407 175 8 effective effective ADJ ijassa-407 175 9 coordination coordination NOUN ijassa-407 175 10 and and CCONJ ijassa-407 175 11 communication communication NOUN ijassa-407 175 12 among among ADP ijassa-407 175 13 the the DET ijassa-407 175 14 involved involved ADJ ijassa-407 175 15 agents agent NOUN ijassa-407 175 16 , , PUNCT ijassa-407 175 17 each each DET ijassa-407 175 18 agent agent NOUN ijassa-407 175 19 sits sit VERB ijassa-407 175 20 on on ADP ijassa-407 175 21 a a DET ijassa-407 175 22 platform platform NOUN ijassa-407 175 23 based base VERB ijassa-407 175 24 on on ADP ijassa-407 175 25 jade jade PROPN ijassa-407 175 26 ( ( PUNCT ijassa-407 175 27 java java PROPN ijassa-407 175 28 agent agent PROPN ijassa-407 175 29 development development NOUN ijassa-407 175 30 framework framework PROPN ijassa-407 175 31 ) ) PUNCT ijassa-407 175 32 , , PUNCT ijassa-407 175 33 which which PRON ijassa-407 175 34 is be AUX ijassa-407 175 35 a a DET ijassa-407 175 36 software software NOUN ijassa-407 175 37 framework framework NOUN ijassa-407 175 38 to to PART ijassa-407 175 39 develop develop VERB ijassa-407 175 40 distributed distributed ADJ ijassa-407 175 41 agent agent NOUN ijassa-407 175 42 - - PUNCT ijassa-407 175 43 based base VERB ijassa-407 175 44 applications application NOUN ijassa-407 175 45 ( ( PUNCT ijassa-407 175 46 http://jade.tilab.com http://jade.tilab.com X ijassa-407 175 47 ) ) PUNCT ijassa-407 175 48 . . PUNCT ijassa-407 176 1 in in ADP ijassa-407 176 2 the the DET ijassa-407 176 3 presentation presentation NOUN ijassa-407 176 4 tier tier NOUN ijassa-407 176 5 , , PUNCT ijassa-407 176 6 a a DET ijassa-407 176 7 user user NOUN ijassa-407 176 8 can can AUX ijassa-407 176 9 operate operate VERB ijassa-407 176 10 one one NUM ijassa-407 176 11 or or CCONJ ijassa-407 176 12 more more ADJ ijassa-407 176 13 agents agent NOUN ijassa-407 176 14 to to PART ijassa-407 176 15 accomplish accomplish VERB ijassa-407 176 16 the the DET ijassa-407 176 17 required require VERB ijassa-407 176 18 tasks task NOUN ijassa-407 176 19 in in ADP ijassa-407 176 20 the the DET ijassa-407 176 21 local local ADJ ijassa-407 176 22 machine machine NOUN ijassa-407 176 23 through through ADP ijassa-407 176 24 the the DET ijassa-407 176 25 graphic graphic ADJ ijassa-407 176 26 user user NOUN ijassa-407 176 27 interfaces interface NOUN ijassa-407 176 28 ( ( PUNCT ijassa-407 176 29 gui gui NOUN ijassa-407 176 30 ) ) PUNCT ijassa-407 176 31 . . PUNCT ijassa-407 177 1 depending depend VERB ijassa-407 177 2 on on ADP ijassa-407 177 3 the the DET ijassa-407 177 4 role role NOUN ijassa-407 177 5 of of ADP ijassa-407 177 6 the the DET ijassa-407 177 7 user user NOUN ijassa-407 177 8 , , PUNCT ijassa-407 177 9 one one PRON ijassa-407 177 10 may may AUX ijassa-407 177 11 have have VERB ijassa-407 177 12 different different ADJ ijassa-407 177 13 privileges privilege NOUN ijassa-407 177 14 to to PART ijassa-407 177 15 access access VERB ijassa-407 177 16 different different ADJ ijassa-407 177 17 kinds kind NOUN ijassa-407 177 18 of of ADP ijassa-407 177 19 agents agent NOUN ijassa-407 177 20 . . PUNCT ijassa-407 178 1 as as ADP ijassa-407 178 2 such such ADJ ijassa-407 178 3 , , PUNCT ijassa-407 178 4 these these DET ijassa-407 178 5 agents agent NOUN ijassa-407 178 6 configured configure VERB ijassa-407 178 7 at at ADP ijassa-407 178 8 geographically geographically ADV ijassa-407 178 9 dispersed disperse VERB ijassa-407 178 10 locations location NOUN ijassa-407 178 11 forms form VERB ijassa-407 178 12 a a DET ijassa-407 178 13 peer peer NOUN ijassa-407 178 14 - - PUNCT ijassa-407 178 15 to to ADP ijassa-407 178 16 - - PUNCT ijassa-407 178 17 peer peer NOUN ijassa-407 178 18 network network NOUN ijassa-407 178 19 , , PUNCT ijassa-407 178 20 where where SCONJ ijassa-407 178 21 the the DET ijassa-407 178 22 loosely loosely ADV ijassa-407 178 23 coupled couple VERB ijassa-407 178 24 agents agent NOUN ijassa-407 178 25 can can AUX ijassa-407 178 26 communicate communicate VERB ijassa-407 178 27 and and CCONJ ijassa-407 178 28 cooperate cooperate VERB ijassa-407 178 29 with with ADP ijassa-407 178 30 each each DET ijassa-407 178 31 other other ADJ ijassa-407 178 32 to to PART ijassa-407 178 33 fulfill fulfill VERB ijassa-407 178 34 the the DET ijassa-407 178 35 task task NOUN ijassa-407 178 36 . . PUNCT ijassa-407 179 1 being be AUX ijassa-407 179 2 located locate VERB ijassa-407 179 3 at at ADP ijassa-407 179 4 the the DET ijassa-407 179 5 jade jade PROPN ijassa-407 179 6 platform platform NOUN ijassa-407 179 7 , , PUNCT ijassa-407 179 8 each each DET ijassa-407 179 9 agent agent NOUN ijassa-407 179 10 has have VERB ijassa-407 179 11 a a DET ijassa-407 179 12 lifecycle lifecycle NOUN ijassa-407 179 13 . . PUNCT ijassa-407 180 1 some some DET ijassa-407 180 2 agents agent NOUN ijassa-407 180 3 are be AUX ijassa-407 180 4 shut shut VERB ijassa-407 180 5 down down ADP ijassa-407 180 6 when when SCONJ ijassa-407 180 7 its its PRON ijassa-407 180 8 behavior behavior NOUN ijassa-407 180 9 is be AUX ijassa-407 180 10 completed complete VERB ijassa-407 180 11 while while SCONJ ijassa-407 180 12 some some PRON ijassa-407 180 13 are be AUX ijassa-407 180 14 always always ADV ijassa-407 180 15 active active ADJ ijassa-407 180 16 to to PART ijassa-407 180 17 repetitively repetitively ADV ijassa-407 180 18 execute execute VERB ijassa-407 180 19 the the DET ijassa-407 180 20 specific specific ADJ ijassa-407 180 21 task task NOUN ijassa-407 180 22 . . PUNCT ijassa-407 181 1 to to PART ijassa-407 181 2 manage manage VERB ijassa-407 181 3 these these DET ijassa-407 181 4 agents agent NOUN ijassa-407 181 5 , , PUNCT ijassa-407 181 6 a a DET ijassa-407 181 7 directory directory NOUN ijassa-407 181 8 facilitator facilitator NOUN ijassa-407 181 9 agent agent NOUN ijassa-407 181 10 ( ( PUNCT ijassa-407 181 11 dfa dfa PROPN ijassa-407 181 12 ) ) PUNCT ijassa-407 181 13 is be AUX ijassa-407 181 14 used use VERB ijassa-407 181 15 to to PART ijassa-407 181 16 search search VERB ijassa-407 181 17 and and CCONJ ijassa-407 181 18 modify modify VERB ijassa-407 181 19 the the DET ijassa-407 181 20 description description NOUN ijassa-407 181 21 of of ADP ijassa-407 181 22 registered registered ADJ ijassa-407 181 23 agents agent NOUN ijassa-407 181 24 . . PUNCT ijassa-407 182 1 when when SCONJ ijassa-407 182 2 an an DET ijassa-407 182 3 agent agent NOUN ijassa-407 182 4 starts start VERB ijassa-407 182 5 up up ADP ijassa-407 182 6 ( ( PUNCT ijassa-407 182 7 shuts shut NOUN ijassa-407 182 8 down down ADP ijassa-407 182 9 ) ) PUNCT ijassa-407 182 10 , , PUNCT ijassa-407 182 11 it it PRON ijassa-407 182 12 will will AUX ijassa-407 182 13 be be AUX ijassa-407 182 14 registered register VERB ijassa-407 182 15 ( ( PUNCT ijassa-407 182 16 deregistered deregistere VERB ijassa-407 182 17 ) ) PUNCT ijassa-407 182 18 to to ADP ijassa-407 182 19 the the DET ijassa-407 182 20 dfa dfa PROPN ijassa-407 182 21 . . PUNCT ijassa-407 183 1 the the DET ijassa-407 183 2 business business NOUN ijassa-407 183 3 - - PUNCT ijassa-407 183 4 tier tier NOUN ijassa-407 183 5 located locate VERB ijassa-407 183 6 on on ADP ijassa-407 183 7 the the DET ijassa-407 183 8 server server NOUN ijassa-407 183 9 side side NOUN ijassa-407 183 10 provides provide VERB ijassa-407 183 11 a a DET ijassa-407 183 12 set set NOUN ijassa-407 183 13 of of ADP ijassa-407 183 14 functionality functionality NOUN ijassa-407 183 15 for for ADP ijassa-407 183 16 business business NOUN ijassa-407 183 17 logic logic NOUN ijassa-407 183 18 processing processing NOUN ijassa-407 183 19 . . PUNCT ijassa-407 184 1 it it PRON ijassa-407 184 2 comprises comprise VERB ijassa-407 184 3 two two NUM ijassa-407 184 4 parts part NOUN ijassa-407 184 5 . . PUNCT ijassa-407 185 1 the the DET ijassa-407 185 2 first first ADJ ijassa-407 185 3 part part NOUN ijassa-407 185 4 is be AUX ijassa-407 185 5 to to PART ijassa-407 185 6 create create VERB ijassa-407 185 7 an an DET ijassa-407 185 8 instance instance NOUN ijassa-407 185 9 of of ADP ijassa-407 185 10 runtime runtime NOUN ijassa-407 185 11 container container NOUN ijassa-407 185 12 for for ADP ijassa-407 185 13 all all DET ijassa-407 185 14 active active ADJ ijassa-407 185 15 agents agent NOUN ijassa-407 185 16 based base VERB ijassa-407 185 17 on on ADP ijassa-407 185 18 jade jade NOUN ijassa-407 185 19 platform platform NOUN ijassa-407 185 20 . . PUNCT ijassa-407 186 1 the the DET ijassa-407 186 2 agent agent NOUN ijassa-407 186 3 in in ADP ijassa-407 186 4 the the DET ijassa-407 186 5 container container NOUN ijassa-407 186 6 is be AUX ijassa-407 186 7 taken take VERB ijassa-407 186 8 as as ADP ijassa-407 186 9 an an DET ijassa-407 186 10 independent independent ADJ ijassa-407 186 11 and and CCONJ ijassa-407 186 12 autonomous autonomous ADJ ijassa-407 186 13 process process NOUN ijassa-407 186 14 with with ADP ijassa-407 186 15 a a DET ijassa-407 186 16 unique unique ADJ ijassa-407 186 17 identity identity NOUN ijassa-407 186 18 . . PUNCT ijassa-407 187 1 in in ADP ijassa-407 187 2 order order NOUN ijassa-407 187 3 to to PART ijassa-407 187 4 fulfil fulfil VERB ijassa-407 187 5 the the DET ijassa-407 187 6 task task NOUN ijassa-407 187 7 , , PUNCT ijassa-407 187 8 it it PRON ijassa-407 187 9 requires require VERB ijassa-407 187 10 communicating communicate VERB ijassa-407 187 11 with with ADP ijassa-407 187 12 other other ADJ ijassa-407 187 13 agents agent NOUN ijassa-407 187 14 . . PUNCT ijassa-407 188 1 such such DET ijassa-407 188 2 a a DET ijassa-407 188 3 communication communication NOUN ijassa-407 188 4 is be AUX ijassa-407 188 5 realized realize VERB ijassa-407 188 6 through through ADP ijassa-407 188 7 asynchronous asynchronous ADJ ijassa-407 188 8 message message NOUN ijassa-407 188 9 passing pass VERB ijassa-407 188 10 with with ADP ijassa-407 188 11 an an DET ijassa-407 188 12 agent agent NOUN ijassa-407 188 13 communication communication NOUN ijassa-407 188 14 language language NOUN ijassa-407 188 15 ( ( PUNCT ijassa-407 188 16 acl acl PROPN ijassa-407 188 17 ) ) PUNCT ijassa-407 188 18 in in ADP ijassa-407 188 19 terms term NOUN ijassa-407 188 20 of of ADP ijassa-407 188 21 a a DET ijassa-407 188 22 well well ADV ijassa-407 188 23 - - PUNCT ijassa-407 188 24 defined define VERB ijassa-407 188 25 semantics semantic NOUN ijassa-407 188 26 . . PUNCT ijassa-407 189 1 to to PART ijassa-407 189 2 implement implement VERB ijassa-407 189 3 it it PRON ijassa-407 189 4 , , PUNCT ijassa-407 189 5 some some DET ijassa-407 189 6 kernel kernel NOUN ijassa-407 189 7 packages package NOUN ijassa-407 189 8 are be AUX ijassa-407 189 9 utilized utilize VERB ijassa-407 189 10 , , PUNCT ijassa-407 189 11 including include VERB ijassa-407 189 12 jade jade NOUN ijassa-407 189 13 core core NOUN ijassa-407 189 14 , , PUNCT ijassa-407 189 15 jade jade PROPN ijassa-407 189 16 acl acl PROPN ijassa-407 189 17 , , PUNCT ijassa-407 189 18 jade jade PROPN ijassa-407 189 19 content content PROPN ijassa-407 189 20 , , PUNCT ijassa-407 189 21 jade jade NOUN ijassa-407 189 22 domain domain NOUN ijassa-407 189 23 , , PUNCT ijassa-407 189 24 jade jade PROPN ijassa-407 189 25 mtp mtp PROPN ijassa-407 189 26 ( ( PUNCT ijassa-407 189 27 message message NOUN ijassa-407 189 28 transport transport NOUN ijassa-407 189 29 protocol protocol NOUN ijassa-407 189 30 ) ) PUNCT ijassa-407 189 31 , , PUNCT ijassa-407 189 32 and and CCONJ ijassa-407 189 33 jade jade PROPN ijassa-407 189 34 protocol protocol NOUN ijassa-407 189 35 . . PUNCT ijassa-407 190 1 however however ADV ijassa-407 190 2 , , PUNCT ijassa-407 190 3 the the DET ijassa-407 190 4 modeled model VERB ijassa-407 190 5 agents agent NOUN ijassa-407 190 6 can can AUX ijassa-407 190 7 not not PART ijassa-407 190 8 perform perform VERB ijassa-407 190 9 the the DET ijassa-407 190 10 specific specific ADJ ijassa-407 190 11 task task NOUN ijassa-407 190 12 , , PUNCT ijassa-407 190 13 since since SCONJ ijassa-407 190 14 they they PRON ijassa-407 190 15 are be AUX ijassa-407 190 16 not not PART ijassa-407 190 17 endowed endow VERB ijassa-407 190 18 with with ADP ijassa-407 190 19 capabilities capability NOUN ijassa-407 190 20 except except SCONJ ijassa-407 190 21 those those PRON ijassa-407 190 22 of of ADP ijassa-407 190 23 communication communication NOUN ijassa-407 190 24 and and CCONJ ijassa-407 190 25 interaction interaction NOUN ijassa-407 190 26 . . PUNCT ijassa-407 191 1 we we PRON ijassa-407 191 2 therefore therefore ADV ijassa-407 191 3 develop develop VERB ijassa-407 191 4 different different ADJ ijassa-407 191 5 kinds kind NOUN ijassa-407 191 6 of of ADP ijassa-407 191 7 algorithms algorithm NOUN ijassa-407 191 8 placed place VERB ijassa-407 191 9 in in ADP ijassa-407 191 10 the the DET ijassa-407 191 11 business business NOUN ijassa-407 191 12 tier tier NOUN ijassa-407 191 13 , , PUNCT ijassa-407 191 14 which which PRON ijassa-407 191 15 are be AUX ijassa-407 191 16 eligible eligible ADJ ijassa-407 191 17 for for SCONJ ijassa-407 191 18 each each DET ijassa-407 191 19 agent agent NOUN ijassa-407 191 20 to to PART ijassa-407 191 21 invoke invoke VERB ijassa-407 191 22 in in ADP ijassa-407 191 23 order order NOUN ijassa-407 191 24 to to PART ijassa-407 191 25 accomplish accomplish VERB ijassa-407 191 26 the the DET ijassa-407 191 27 assigned assign VERB ijassa-407 191 28 task task NOUN ijassa-407 191 29 . . PUNCT ijassa-407 192 1 note note VERB ijassa-407 192 2 that that SCONJ ijassa-407 192 3 the the DET ijassa-407 192 4 feature feature NOUN ijassa-407 192 5 extraction extraction NOUN ijassa-407 192 6 algorithm algorithm NOUN ijassa-407 192 7 is be AUX ijassa-407 192 8 written write VERB ijassa-407 192 9 in in ADP ijassa-407 192 10 c++ c++ NOUN ijassa-407 192 11 46 46 NUM ijassa-407 193 1 y.f y.f PROPN ijassa-407 193 2 . . PUNCT ijassa-407 194 1 wang wang PROPN ijassa-407 194 2 : : PUNCT ijassa-407 194 3 an an DET ijassa-407 194 4 agent agent NOUN ijassa-407 194 5 - - PUNCT ijassa-407 194 6 based base VERB ijassa-407 194 7 distributed distribute VERB ijassa-407 194 8 process process NOUN ijassa-407 194 9 planning planning NOUN ijassa-407 194 10 and and CCONJ ijassa-407 194 11 scheduling scheduling NOUN ijassa-407 194 12 system system NOUN ijassa-407 194 13 fig.3 fig.3 PROPN ijassa-407 194 14 system system NOUN ijassa-407 194 15 architecture architecture NOUN ijassa-407 194 16 language language NOUN ijassa-407 194 17 . . PUNCT ijassa-407 195 1 since since SCONJ ijassa-407 195 2 the the DET ijassa-407 195 3 framework framework NOUN ijassa-407 195 4 is be AUX ijassa-407 195 5 developed develop VERB ijassa-407 195 6 based base VERB ijassa-407 195 7 on on ADP ijassa-407 195 8 the the DET ijassa-407 195 9 java java PROPN ijassa-407 195 10 virtual virtual ADJ ijassa-407 195 11 machines machine NOUN ijassa-407 195 12 ( ( PUNCT ijassa-407 195 13 jvm jvm PROPN ijassa-407 195 14 ) ) PUNCT ijassa-407 195 15 and and CCONJ ijassa-407 195 16 remote remote ADJ ijassa-407 195 17 method method NOUN ijassa-407 195 18 invocation invocation NOUN ijassa-407 195 19 ( ( PUNCT ijassa-407 195 20 rmi rmi NOUN ijassa-407 195 21 ) ) PUNCT ijassa-407 195 22 , , PUNCT ijassa-407 195 23 agents agent NOUN ijassa-407 195 24 can can AUX ijassa-407 195 25 not not PART ijassa-407 195 26 directly directly ADV ijassa-407 195 27 invoke invoke VERB ijassa-407 195 28 this this DET ijassa-407 195 29 algorithm algorithm NOUN ijassa-407 195 30 . . PUNCT ijassa-407 196 1 we we PRON ijassa-407 196 2 therefore therefore ADV ijassa-407 196 3 utilize utilize VERB ijassa-407 196 4 the the DET ijassa-407 196 5 java java PROPN ijassa-407 196 6 native native ADJ ijassa-407 196 7 interface interface PROPN ijassa-407 196 8 ( ( PUNCT ijassa-407 196 9 jni jni NOUN ijassa-407 196 10 ) ) PUNCT ijassa-407 196 11 technology technology NOUN ijassa-407 196 12 , , PUNCT ijassa-407 196 13 which which PRON ijassa-407 196 14 allows allow VERB ijassa-407 196 15 a a DET ijassa-407 196 16 java java NOUN ijassa-407 196 17 application application NOUN ijassa-407 196 18 running run VERB ijassa-407 196 19 in in ADP ijassa-407 196 20 the the DET ijassa-407 196 21 jvm jvm NOUN ijassa-407 196 22 to to PART ijassa-407 196 23 operate operate VERB ijassa-407 196 24 with with ADP ijassa-407 196 25 other other ADJ ijassa-407 196 26 applications application NOUN ijassa-407 196 27 or or CCONJ ijassa-407 196 28 libraries library NOUN ijassa-407 196 29 written write VERB ijassa-407 196 30 in in ADP ijassa-407 196 31 other other ADJ ijassa-407 196 32 languages language NOUN ijassa-407 196 33 . . PUNCT ijassa-407 197 1 the the DET ijassa-407 197 2 eis eis PROPN ijassa-407 197 3 - - PUNCT ijassa-407 197 4 tier tier NOUN ijassa-407 197 5 plays play VERB ijassa-407 197 6 a a DET ijassa-407 197 7 critical critical ADJ ijassa-407 197 8 role role NOUN ijassa-407 197 9 in in ADP ijassa-407 197 10 providing provide VERB ijassa-407 197 11 information information NOUN ijassa-407 197 12 infrastructure infrastructure NOUN ijassa-407 197 13 to to ADP ijassa-407 197 14 the the DET ijassa-407 197 15 business business NOUN ijassa-407 197 16 process process NOUN ijassa-407 197 17 of of ADP ijassa-407 197 18 an an DET ijassa-407 197 19 enterprise enterprise NOUN ijassa-407 197 20 , , PUNCT ijassa-407 197 21 which which PRON ijassa-407 197 22 may may AUX ijassa-407 197 23 include include VERB ijassa-407 197 24 data datum NOUN ijassa-407 197 25 integration integration NOUN ijassa-407 197 26 , , PUNCT ijassa-407 197 27 the the DET ijassa-407 197 28 existing exist VERB ijassa-407 197 29 application application NOUN ijassa-407 197 30 system system NOUN ijassa-407 197 31 integration integration NOUN ijassa-407 197 32 , , PUNCT ijassa-407 197 33 and and CCONJ ijassa-407 197 34 legacy legacy NOUN ijassa-407 197 35 system system NOUN ijassa-407 197 36 integration integration NOUN ijassa-407 197 37 . . PUNCT ijassa-407 198 1 in in ADP ijassa-407 198 2 this this DET ijassa-407 198 3 work work NOUN ijassa-407 198 4 , , PUNCT ijassa-407 198 5 we we PRON ijassa-407 198 6 only only ADV ijassa-407 198 7 concern concern NOUN ijassa-407 198 8 about about ADP ijassa-407 198 9 the the DET ijassa-407 198 10 data data NOUN ijassa-407 198 11 integration integration NOUN ijassa-407 198 12 , , PUNCT ijassa-407 198 13 focusing focus VERB ijassa-407 198 14 on on ADP ijassa-407 198 15 integrating integrate VERB ijassa-407 198 16 the the DET ijassa-407 198 17 existing exist VERB ijassa-407 198 18 data datum NOUN ijassa-407 198 19 with with ADP ijassa-407 198 20 the the DET ijassa-407 198 21 developed develop VERB ijassa-407 198 22 system system NOUN ijassa-407 198 23 . . PUNCT ijassa-407 199 1 in in ADP ijassa-407 199 2 this this DET ijassa-407 199 3 way way NOUN ijassa-407 199 4 , , PUNCT ijassa-407 199 5 the the DET ijassa-407 199 6 business business NOUN ijassa-407 199 7 process process NOUN ijassa-407 199 8 and and CCONJ ijassa-407 199 9 data datum NOUN ijassa-407 199 10 can can AUX ijassa-407 199 11 be be AUX ijassa-407 199 12 easily easily ADV ijassa-407 199 13 shared share VERB ijassa-407 199 14 . . PUNCT ijassa-407 200 1 the the DET ijassa-407 200 2 connection connection NOUN ijassa-407 200 3 to to ADP ijassa-407 200 4 the the DET ijassa-407 200 5 data datum NOUN ijassa-407 200 6 stored store VERB ijassa-407 200 7 in in ADP ijassa-407 200 8 a a DET ijassa-407 200 9 relational relational ADJ ijassa-407 200 10 database database NOUN ijassa-407 200 11 is be AUX ijassa-407 200 12 realized realize VERB ijassa-407 200 13 by by ADP ijassa-407 200 14 the the DET ijassa-407 200 15 jdbc jdbc PROPN ijassa-407 200 16 technology technology PROPN ijassa-407 200 17 . . PUNCT ijassa-407 201 1 based base VERB ijassa-407 201 2 on on ADP ijassa-407 201 3 this this DET ijassa-407 201 4 architecture architecture NOUN ijassa-407 201 5 , , PUNCT ijassa-407 201 6 the the DET ijassa-407 201 7 agents agent NOUN ijassa-407 201 8 in in ADP ijassa-407 201 9 the the DET ijassa-407 201 10 client client NOUN ijassa-407 201 11 tier tier NOUN ijassa-407 201 12 communicate communicate VERB ijassa-407 201 13 and and CCONJ ijassa-407 201 14 exchange exchange VERB ijassa-407 201 15 the the DET ijassa-407 201 16 data datum NOUN ijassa-407 201 17 with with ADP ijassa-407 201 18 the the DET ijassa-407 201 19 eis eis NOUN ijassa-407 201 20 - - PUNCT ijassa-407 201 21 tier tier NOUN ijassa-407 201 22 through through ADP ijassa-407 201 23 business business NOUN ijassa-407 201 24 tier tier NOUN ijassa-407 201 25 while while SCONJ ijassa-407 201 26 the the DET ijassa-407 201 27 business business NOUN ijassa-407 201 28 - - PUNCT ijassa-407 201 29 tier tier NOUN ijassa-407 201 30 functions function NOUN ijassa-407 201 31 manipulate manipulate VERB ijassa-407 201 32 the the DET ijassa-407 201 33 data datum NOUN ijassa-407 201 34 from from ADP ijassa-407 201 35 eis eis NOUN ijassa-407 201 36 - - PUNCT ijassa-407 201 37 tier tier NOUN ijassa-407 201 38 and and CCONJ ijassa-407 201 39 client client NOUN ijassa-407 201 40 - - PUNCT ijassa-407 201 41 tier tier NOUN ijassa-407 201 42 . . PUNCT ijassa-407 202 1 by by ADP ijassa-407 202 2 logically logically ADV ijassa-407 202 3 separating separate VERB ijassa-407 202 4 the the DET ijassa-407 202 5 presentation presentation NOUN ijassa-407 202 6 tier tier NOUN ijassa-407 202 7 , , PUNCT ijassa-407 202 8 the the DET ijassa-407 202 9 business business NOUN ijassa-407 202 10 tier tier NOUN ijassa-407 202 11 , , PUNCT ijassa-407 202 12 and and CCONJ ijassa-407 202 13 the the DET ijassa-407 202 14 eis eis PROPN ijassa-407 202 15 tier tier NOUN ijassa-407 202 16 , , PUNCT ijassa-407 202 17 the the DET ijassa-407 202 18 presented present VERB ijassa-407 202 19 architecture architecture NOUN ijassa-407 202 20 brings bring VERB ijassa-407 202 21 the the DET ijassa-407 202 22 following follow VERB ijassa-407 202 23 benefits benefit NOUN ijassa-407 202 24 : : PUNCT ijassa-407 202 25 ( ( PUNCT ijassa-407 202 26 1 1 X ijassa-407 202 27 ) ) PUNCT ijassa-407 202 28 it it PRON ijassa-407 202 29 only only ADV ijassa-407 202 30 needs need VERB ijassa-407 202 31 to to PART ijassa-407 202 32 define define VERB ijassa-407 202 33 the the DET ijassa-407 202 34 business business NOUN ijassa-407 202 35 logic logic NOUN ijassa-407 202 36 once once ADV ijassa-407 202 37 within within ADP ijassa-407 202 38 the the DET ijassa-407 202 39 business business NOUN ijassa-407 202 40 tier tier NOUN ijassa-407 202 41 , , PUNCT ijassa-407 202 42 which which PRON ijassa-407 202 43 can can AUX ijassa-407 202 44 be be AUX ijassa-407 202 45 shared share VERB ijassa-407 202 46 by by ADP ijassa-407 202 47 any any DET ijassa-407 202 48 agent agent NOUN ijassa-407 202 49 in in ADP ijassa-407 202 50 the the DET ijassa-407 202 51 presentation presentation NOUN ijassa-407 202 52 tier tier NOUN ijassa-407 202 53 . . PUNCT ijassa-407 203 1 ( ( PUNCT ijassa-407 203 2 2 2 X ijassa-407 203 3 ) ) PUNCT ijassa-407 203 4 it it PRON ijassa-407 203 5 is be AUX ijassa-407 203 6 possible possible ADJ ijassa-407 203 7 to to PART ijassa-407 203 8 change change VERB ijassa-407 203 9 the the DET ijassa-407 203 10 contents content NOUN ijassa-407 203 11 of of ADP ijassa-407 203 12 any any DET ijassa-407 203 13 tier tier NOUN ijassa-407 203 14 without without ADP ijassa-407 203 15 having have VERB ijassa-407 203 16 to to PART ijassa-407 203 17 make make VERB ijassa-407 203 18 corresponding corresponding ADJ ijassa-407 203 19 changes change NOUN ijassa-407 203 20 in in ADP ijassa-407 203 21 the the DET ijassa-407 203 22 others other NOUN ijassa-407 203 23 . . PUNCT ijassa-407 204 1 ( ( PUNCT ijassa-407 204 2 3 3 X ijassa-407 204 3 ) ) PUNCT ijassa-407 204 4 it it PRON ijassa-407 204 5 enables enable VERB ijassa-407 204 6 parallel parallel ADJ ijassa-407 204 7 development development NOUN ijassa-407 204 8 of of ADP ijassa-407 204 9 the the DET ijassa-407 204 10 different different ADJ ijassa-407 204 11 tiers tier NOUN ijassa-407 204 12 for for ADP ijassa-407 204 13 a a DET ijassa-407 204 14 complex complex ADJ ijassa-407 204 15 application application NOUN ijassa-407 204 16 . . PUNCT ijassa-407 205 1 advances advance NOUN ijassa-407 205 2 in in ADP ijassa-407 205 3 systems system NOUN ijassa-407 205 4 science science NOUN ijassa-407 205 5 and and CCONJ ijassa-407 205 6 applications application NOUN ijassa-407 205 7 ( ( PUNCT ijassa-407 205 8 2014 2014 NUM ijassa-407 205 9 ) ) PUNCT ijassa-407 205 10 vol.14 vol.14 NOUN ijassa-407 205 11 no.1 no.1 VERB ijassa-407 205 12 47 47 NUM ijassa-407 205 13 4 4 NUM ijassa-407 205 14 system system NOUN ijassa-407 205 15 implementation implementation NOUN ijassa-407 205 16 a a DET ijassa-407 205 17 prototype prototype NOUN ijassa-407 205 18 system system NOUN ijassa-407 205 19 has have AUX ijassa-407 205 20 been be AUX ijassa-407 205 21 developed develop VERB ijassa-407 205 22 to to PART ijassa-407 205 23 realize realize VERB ijassa-407 205 24 the the DET ijassa-407 205 25 integration integration NOUN ijassa-407 205 26 of of ADP ijassa-407 205 27 distributed distribute VERB ijassa-407 205 28 process process NOUN ijassa-407 205 29 planning planning NOUN ijassa-407 205 30 and and CCONJ ijassa-407 205 31 scheduling scheduling NOUN ijassa-407 205 32 based base VERB ijassa-407 205 33 on on ADP ijassa-407 205 34 the the DET ijassa-407 205 35 proposed propose VERB ijassa-407 205 36 architecture architecture NOUN ijassa-407 205 37 , , PUNCT ijassa-407 205 38 using use VERB ijassa-407 205 39 java java PROPN ijassa-407 205 40 language language PROPN ijassa-407 205 41 . . PUNCT ijassa-407 206 1 mysql mysql NOUN ijassa-407 206 2 database database NOUN ijassa-407 206 3 is be AUX ijassa-407 206 4 used use VERB ijassa-407 206 5 to to PART ijassa-407 206 6 manage manage VERB ijassa-407 206 7 the the DET ijassa-407 206 8 production production NOUN ijassa-407 206 9 entities entity NOUN ijassa-407 206 10 so so SCONJ ijassa-407 206 11 as as SCONJ ijassa-407 206 12 to to PART ijassa-407 206 13 ensure ensure VERB ijassa-407 206 14 timely timely ADJ ijassa-407 206 15 information information NOUN ijassa-407 206 16 sharing sharing NOUN ijassa-407 206 17 and and CCONJ ijassa-407 206 18 maintain maintain VERB ijassa-407 206 19 the the DET ijassa-407 206 20 data datum NOUN ijassa-407 206 21 consistency consistency NOUN ijassa-407 206 22 among among ADP ijassa-407 206 23 different different ADJ ijassa-407 206 24 functionalities functionality NOUN ijassa-407 206 25 . . PUNCT ijassa-407 207 1 moreover moreover ADV ijassa-407 207 2 , , PUNCT ijassa-407 207 3 database database NOUN ijassa-407 207 4 connection connection NOUN ijassa-407 207 5 pool pool NOUN ijassa-407 207 6 is be AUX ijassa-407 207 7 designed design VERB ijassa-407 207 8 to to PART ijassa-407 207 9 improve improve VERB ijassa-407 207 10 the the DET ijassa-407 207 11 performance performance NOUN ijassa-407 207 12 of of ADP ijassa-407 207 13 the the DET ijassa-407 207 14 data datum NOUN ijassa-407 207 15 retrieval retrieval NOUN ijassa-407 207 16 and and CCONJ ijassa-407 207 17 manipulation manipulation NOUN ijassa-407 207 18 . . PUNCT ijassa-407 208 1 in in ADP ijassa-407 208 2 this this DET ijassa-407 208 3 way way NOUN ijassa-407 208 4 , , PUNCT ijassa-407 208 5 users user NOUN ijassa-407 208 6 in in ADP ijassa-407 208 7 geographically geographically ADV ijassa-407 208 8 dispersed disperse VERB ijassa-407 208 9 departments department NOUN ijassa-407 208 10 are be AUX ijassa-407 208 11 able able ADJ ijassa-407 208 12 to to PART ijassa-407 208 13 cooperate cooperate VERB ijassa-407 208 14 with with ADP ijassa-407 208 15 each each DET ijassa-407 208 16 other other ADJ ijassa-407 208 17 in in ADP ijassa-407 208 18 a a DET ijassa-407 208 19 distributed distribute VERB ijassa-407 208 20 , , PUNCT ijassa-407 208 21 transactional transactional ADJ ijassa-407 208 22 , , PUNCT ijassa-407 208 23 and and CCONJ ijassa-407 208 24 portable portable ADJ ijassa-407 208 25 environment environment NOUN ijassa-407 208 26 . . PUNCT ijassa-407 209 1 fig.4 fig.4 PROPN ijassa-407 209 2 illustrates illustrate VERB ijassa-407 209 3 the the DET ijassa-407 209 4 guis guis NOUN ijassa-407 209 5 of of ADP ijassa-407 209 6 the the DET ijassa-407 209 7 ppa ppa PROPN ijassa-407 209 8 , , PUNCT ijassa-407 209 9 sa sa PROPN ijassa-407 209 10 , , PUNCT ijassa-407 209 11 and and CCONJ ijassa-407 210 1 fa fa INTJ ijassa-407 210 2 . . PROPN ijassa-407 210 3 fig.4 fig.4 ADJ ijassa-407 210 4 system system NOUN ijassa-407 210 5 interfaces interface NOUN ijassa-407 210 6 of of ADP ijassa-407 210 7 the the DET ijassa-407 210 8 process process NOUN ijassa-407 210 9 planning planning NOUN ijassa-407 210 10 agent agent NOUN ijassa-407 210 11 , , PUNCT ijassa-407 210 12 scheduling scheduling NOUN ijassa-407 210 13 agent agent NOUN ijassa-407 210 14 , , PUNCT ijassa-407 210 15 and and CCONJ ijassa-407 210 16 facilitator facilitator NOUN ijassa-407 210 17 agent agent NOUN ijassa-407 210 18 . . PUNCT ijassa-407 211 1 5 5 NUM ijassa-407 211 2 conclusion conclusion NOUN ijassa-407 211 3 in in ADP ijassa-407 211 4 this this DET ijassa-407 211 5 paper paper NOUN ijassa-407 211 6 , , PUNCT ijassa-407 211 7 an an DET ijassa-407 211 8 interoperable interoperable ADJ ijassa-407 211 9 intelligent intelligent ADJ ijassa-407 211 10 multi multi ADJ ijassa-407 211 11 - - ADJ ijassa-407 211 12 agent agent ADJ ijassa-407 211 13 system system NOUN ijassa-407 211 14 is be AUX ijassa-407 211 15 implemented implement VERB ijassa-407 211 16 to to PART ijassa-407 211 17 realize realize VERB ijassa-407 211 18 the the DET ijassa-407 211 19 integration integration NOUN ijassa-407 211 20 of of ADP ijassa-407 211 21 process process NOUN ijassa-407 211 22 planning planning NOUN ijassa-407 211 23 and and CCONJ ijassa-407 211 24 scheduling scheduling NOUN ijassa-407 211 25 in in ADP ijassa-407 211 26 a a DET ijassa-407 211 27 distributed distribute VERB ijassa-407 211 28 manner manner NOUN ijassa-407 211 29 . . PUNCT ijassa-407 212 1 since since SCONJ ijassa-407 212 2 both both PRON ijassa-407 212 3 process process NOUN ijassa-407 212 4 planning planning NOUN ijassa-407 212 5 and and CCONJ ijassa-407 212 6 scheduling scheduling NOUN ijassa-407 212 7 are be AUX ijassa-407 212 8 known know VERB ijassa-407 212 9 to to PART ijassa-407 212 10 be be AUX ijassa-407 212 11 np np NOUN ijassa-407 212 12 - - ADJ ijassa-407 212 13 hard hard ADJ ijassa-407 212 14 in in ADP ijassa-407 212 15 nature nature NOUN ijassa-407 212 16 , , PUNCT ijassa-407 212 17 the the DET ijassa-407 212 18 combined combine VERB ijassa-407 212 19 solution solution NOUN ijassa-407 212 20 space space NOUN ijassa-407 212 21 therefore therefore ADV ijassa-407 212 22 makes make VERB ijassa-407 212 23 it it PRON ijassa-407 212 24 more more ADV ijassa-407 212 25 difficult difficult ADJ ijassa-407 212 26 to to PART ijassa-407 212 27 find find VERB ijassa-407 212 28 a a DET ijassa-407 212 29 48 48 NUM ijassa-407 212 30 y.f y.f PROPN ijassa-407 212 31 . . PUNCT ijassa-407 213 1 wang wang PROPN ijassa-407 213 2 : : PUNCT ijassa-407 213 3 an an DET ijassa-407 213 4 agent agent NOUN ijassa-407 213 5 - - PUNCT ijassa-407 213 6 based base VERB ijassa-407 213 7 distributed distribute VERB ijassa-407 213 8 process process NOUN ijassa-407 213 9 planning planning NOUN ijassa-407 213 10 and and CCONJ ijassa-407 213 11 scheduling scheduling NOUN ijassa-407 213 12 system system NOUN ijassa-407 213 13 good good ADJ ijassa-407 213 14 solution solution NOUN ijassa-407 213 15 . . PUNCT ijassa-407 214 1 we we PRON ijassa-407 214 2 therefore therefore ADV ijassa-407 214 3 developed develop VERB ijassa-407 214 4 an an DET ijassa-407 214 5 intuitive intuitive ADJ ijassa-407 214 6 approach approach NOUN ijassa-407 214 7 based base VERB ijassa-407 214 8 on on ADP ijassa-407 214 9 the the DET ijassa-407 214 10 agent agent NOUN ijassa-407 214 11 technology technology NOUN ijassa-407 214 12 . . PUNCT ijassa-407 215 1 through through ADP ijassa-407 215 2 the the DET ijassa-407 215 3 iterative iterative NOUN ijassa-407 215 4 coordination coordination NOUN ijassa-407 215 5 among among ADP ijassa-407 215 6 the the DET ijassa-407 215 7 modelled model VERB ijassa-407 215 8 functional functional ADJ ijassa-407 215 9 agents agent NOUN ijassa-407 215 10 , , PUNCT ijassa-407 215 11 the the DET ijassa-407 215 12 user user NOUN ijassa-407 215 13 delivery delivery NOUN ijassa-407 215 14 requirement requirement NOUN ijassa-407 215 15 will will AUX ijassa-407 215 16 be be AUX ijassa-407 215 17 finally finally ADV ijassa-407 215 18 satisfied satisfied ADJ ijassa-407 215 19 while while SCONJ ijassa-407 215 20 the the DET ijassa-407 215 21 costs cost NOUN ijassa-407 215 22 of of ADP ijassa-407 215 23 process process NOUN ijassa-407 215 24 plans plan NOUN ijassa-407 215 25 are be AUX ijassa-407 215 26 maintained maintain VERB ijassa-407 215 27 as as ADV ijassa-407 215 28 low low ADJ ijassa-407 215 29 as as ADP ijassa-407 215 30 possible possible ADJ ijassa-407 215 31 . . PUNCT ijassa-407 216 1 to to PART ijassa-407 216 2 develop develop VERB ijassa-407 216 3 the the DET ijassa-407 216 4 prototype prototype NOUN ijassa-407 216 5 system system NOUN ijassa-407 216 6 , , PUNCT ijassa-407 216 7 multi multi ADJ ijassa-407 216 8 - - ADJ ijassa-407 216 9 tier tier ADJ ijassa-407 216 10 system system NOUN ijassa-407 216 11 architecture architecture NOUN ijassa-407 216 12 and and CCONJ ijassa-407 216 13 the the DET ijassa-407 216 14 jade jade NOUN ijassa-407 216 15 platform platform NOUN ijassa-407 216 16 , , PUNCT ijassa-407 216 17 taking take VERB ijassa-407 216 18 the the DET ijassa-407 216 19 advantage advantage NOUN ijassa-407 216 20 of of ADP ijassa-407 216 21 its its PRON ijassa-407 216 22 flexibility flexibility NOUN ijassa-407 216 23 , , PUNCT ijassa-407 216 24 scalability scalability NOUN ijassa-407 216 25 , , PUNCT ijassa-407 216 26 reusability reusability NOUN ijassa-407 216 27 , , PUNCT ijassa-407 216 28 and and CCONJ ijassa-407 216 29 interoperability interoperability NOUN ijassa-407 216 30 , , PUNCT ijassa-407 216 31 were be AUX ijassa-407 216 32 employed employ VERB ijassa-407 216 33 . . PUNCT ijassa-407 217 1 although although SCONJ ijassa-407 217 2 the the DET ijassa-407 217 3 prototype prototype NOUN ijassa-407 217 4 system system NOUN ijassa-407 217 5 based base VERB ijassa-407 217 6 on on ADP ijassa-407 217 7 the the DET ijassa-407 217 8 agent agent NOUN ijassa-407 217 9 technology technology NOUN ijassa-407 217 10 has have AUX ijassa-407 217 11 gained gain VERB ijassa-407 217 12 certain certain ADJ ijassa-407 217 13 success success NOUN ijassa-407 217 14 to to PART ijassa-407 217 15 find find VERB ijassa-407 217 16 a a DET ijassa-407 217 17 satisfactory satisfactory ADJ ijassa-407 217 18 solution solution NOUN ijassa-407 217 19 , , PUNCT ijassa-407 217 20 more more ADJ ijassa-407 217 21 efforts effort NOUN ijassa-407 217 22 still still ADV ijassa-407 217 23 need need VERB ijassa-407 217 24 to to PART ijassa-407 217 25 realize realize VERB ijassa-407 217 26 its its PRON ijassa-407 217 27 applicability applicability NOUN ijassa-407 217 28 to to ADP ijassa-407 217 29 the the DET ijassa-407 217 30 actual actual ADJ ijassa-407 217 31 manufacturing manufacturing NOUN ijassa-407 217 32 environment environment NOUN ijassa-407 217 33 . . PUNCT ijassa-407 218 1 firstly firstly ADV ijassa-407 218 2 , , PUNCT ijassa-407 218 3 the the DET ijassa-407 218 4 functionalities functionality NOUN ijassa-407 218 5 in in ADP ijassa-407 218 6 a a DET ijassa-407 218 7 manufacturing manufacturing NOUN ijassa-407 218 8 system system NOUN ijassa-407 218 9 usually usually ADV ijassa-407 218 10 interact interact VERB ijassa-407 218 11 with with ADP ijassa-407 218 12 each each DET ijassa-407 218 13 other other ADJ ijassa-407 218 14 to to PART ijassa-407 218 15 give give VERB ijassa-407 218 16 a a DET ijassa-407 218 17 better well ADJ ijassa-407 218 18 product product NOUN ijassa-407 218 19 design design NOUN ijassa-407 218 20 and and CCONJ ijassa-407 218 21 achieve achieve VERB ijassa-407 218 22 a a DET ijassa-407 218 23 higher high ADJ ijassa-407 218 24 production production NOUN ijassa-407 218 25 efficiency efficiency NOUN ijassa-407 218 26 . . PUNCT ijassa-407 219 1 likewise likewise ADV ijassa-407 219 2 , , PUNCT ijassa-407 219 3 the the DET ijassa-407 219 4 design design NOUN ijassa-407 219 5 process process NOUN ijassa-407 219 6 and and CCONJ ijassa-407 219 7 shop shop NOUN ijassa-407 219 8 floor floor NOUN ijassa-407 219 9 control control NOUN ijassa-407 219 10 , , PUNCT ijassa-407 219 11 which which PRON ijassa-407 219 12 are be AUX ijassa-407 219 13 respectively respectively ADV ijassa-407 219 14 performed perform VERB ijassa-407 219 15 before before ADP ijassa-407 219 16 the the DET ijassa-407 219 17 process process NOUN ijassa-407 219 18 planning planning NOUN ijassa-407 219 19 and and CCONJ ijassa-407 219 20 after after ADP ijassa-407 219 21 the the DET ijassa-407 219 22 scheduling scheduling NOUN ijassa-407 219 23 , , PUNCT ijassa-407 219 24 have have VERB ijassa-407 219 25 a a DET ijassa-407 219 26 significant significant ADJ ijassa-407 219 27 impact impact NOUN ijassa-407 219 28 on on ADP ijassa-407 219 29 the the DET ijassa-407 219 30 quality quality NOUN ijassa-407 219 31 of of ADP ijassa-407 219 32 the the DET ijassa-407 219 33 obtained obtain VERB ijassa-407 219 34 process process NOUN ijassa-407 219 35 plans plan NOUN ijassa-407 219 36 and and CCONJ ijassa-407 219 37 schedule schedule NOUN ijassa-407 219 38 . . PUNCT ijassa-407 220 1 thus thus ADV ijassa-407 220 2 , , PUNCT ijassa-407 220 3 to to PART ijassa-407 220 4 achieve achieve VERB ijassa-407 220 5 a a DET ijassa-407 220 6 more more ADV ijassa-407 220 7 robust robust ADJ ijassa-407 220 8 solution solution NOUN ijassa-407 220 9 , , PUNCT ijassa-407 220 10 it it PRON ijassa-407 220 11 would would AUX ijassa-407 220 12 be be AUX ijassa-407 220 13 better well ADJ ijassa-407 220 14 to to PART ijassa-407 220 15 incorporate incorporate VERB ijassa-407 220 16 the the DET ijassa-407 220 17 design design NOUN ijassa-407 220 18 agent agent NOUN ijassa-407 220 19 and and CCONJ ijassa-407 220 20 the the DET ijassa-407 220 21 shop shop NOUN ijassa-407 220 22 floor floor NOUN ijassa-407 220 23 agent agent NOUN ijassa-407 220 24 . . PUNCT ijassa-407 221 1 secondly secondly ADV ijassa-407 221 2 , , PUNCT ijassa-407 221 3 due due ADP ijassa-407 221 4 to to ADP ijassa-407 221 5 various various ADJ ijassa-407 221 6 unexpected unexpected ADJ ijassa-407 221 7 events event NOUN ijassa-407 221 8 in in ADP ijassa-407 221 9 the the DET ijassa-407 221 10 actual actual ADJ ijassa-407 221 11 manufacturing manufacturing NOUN ijassa-407 221 12 , , PUNCT ijassa-407 221 13 future future ADJ ijassa-407 221 14 work work NOUN ijassa-407 221 15 is be AUX ijassa-407 221 16 expected expect VERB ijassa-407 221 17 to to PART ijassa-407 221 18 extend extend VERB ijassa-407 221 19 its its PRON ijassa-407 221 20 capability capability NOUN ijassa-407 221 21 to to PART ijassa-407 221 22 handle handle VERB ijassa-407 221 23 more more ADJ ijassa-407 221 24 disruptions disruption NOUN ijassa-407 221 25 . . PUNCT ijassa-407 222 1 moreover moreover ADV ijassa-407 222 2 , , PUNCT ijassa-407 222 3 to to PART ijassa-407 222 4 meet meet VERB ijassa-407 222 5 different different ADJ ijassa-407 222 6 users user NOUN ijassa-407 222 7 requirement requirement ADJ ijassa-407 222 8 , , PUNCT ijassa-407 222 9 more more ADJ ijassa-407 222 10 performance performance NOUN ijassa-407 222 11 measures measure NOUN ijassa-407 222 12 in in ADP ijassa-407 222 13 the the DET ijassa-407 222 14 scheduling scheduling NOUN ijassa-407 222 15 agent agent NOUN ijassa-407 222 16 should should AUX ijassa-407 222 17 be be AUX ijassa-407 222 18 included include VERB ijassa-407 222 19 . . PUNCT ijassa-407 223 1 references reference NOUN ijassa-407 223 2 [ [ X ijassa-407 223 3 1 1 X ijassa-407 223 4 ] ] X ijassa-407 223 5 [ [ X ijassa-407 223 6 1 1 NUM ijassa-407 223 7 ] ] PUNCT ijassa-407 223 8 jennings jennings PROPN ijassa-407 223 9 , , PUNCT ijassa-407 223 10 n. n. PROPN ijassa-407 223 11 r. r. PROPN ijassa-407 223 12 , , PUNCT ijassa-407 223 13 and and CCONJ ijassa-407 223 14 wooldridge wooldridge PROPN ijassa-407 223 15 , , PUNCT ijassa-407 223 16 m. m. NOUN ijassa-407 223 17 ( ( PUNCT ijassa-407 223 18 1998 1998 NUM ijassa-407 223 19 ) ) PUNCT ijassa-407 223 20 , , PUNCT ijassa-407 223 21 “ " PUNCT ijassa-407 223 22 applications application NOUN ijassa-407 223 23 of of ADP ijassa-407 223 24 intelligent intelligent ADJ ijassa-407 223 25 agents agent NOUN ijassa-407 223 26 ” " PUNCT ijassa-407 223 27 , , PUNCT ijassa-407 223 28 in in ADP ijassa-407 223 29 : : PUNCT ijassa-407 223 30 jennings jennings PROPN ijassa-407 223 31 , , PUNCT ijassa-407 223 32 n.r n.r PROPN ijassa-407 223 33 . . PROPN ijassa-407 223 34 , , PUNCT ijassa-407 223 35 and and CCONJ ijassa-407 223 36 wooldridge wooldridge PROPN ijassa-407 223 37 , , PUNCT ijassa-407 223 38 m.j m.j PROPN ijassa-407 223 39 . . PROPN ijassa-407 223 40 , , PUNCT ijassa-407 223 41 agent agent NOUN ijassa-407 223 42 technology technology NOUN ijassa-407 223 43 : : PUNCT ijassa-407 223 44 foundations foundation NOUN ijassa-407 223 45 , , PUNCT ijassa-407 223 46 applications application NOUN ijassa-407 223 47 , , PUNCT ijassa-407 223 48 and and CCONJ ijassa-407 223 49 markets market NOUN ijassa-407 223 50 , , PUNCT ijassa-407 223 51 springer springer NOUN ijassa-407 223 52 , , PUNCT ijassa-407 223 53 pp.3 pp.3 PROPN ijassa-407 223 54 - - PUNCT ijassa-407 223 55 28 28 NUM ijassa-407 223 56 , , PUNCT ijassa-407 223 57 . . PUNCT ijassa-407 224 1 [ [ X ijassa-407 224 2 2 2 NUM ijassa-407 224 3 ] ] PUNCT ijassa-407 224 4 wooldridge wooldridge PROPN ijassa-407 224 5 , , PUNCT ijassa-407 224 6 m. m. NOUN ijassa-407 224 7 , , PUNCT ijassa-407 224 8 and and CCONJ ijassa-407 224 9 jennings jennings PROPN ijassa-407 224 10 , , PUNCT ijassa-407 224 11 n.r n.r PROPN ijassa-407 224 12 . . PROPN ijassa-407 224 13 ( ( PUNCT ijassa-407 224 14 1995 1995 NUM ijassa-407 224 15 ) ) PUNCT ijassa-407 224 16 , , PUNCT ijassa-407 224 17 “ " PUNCT ijassa-407 224 18 intelligent intelligent ADJ ijassa-407 224 19 agents agent NOUN ijassa-407 224 20 : : PUNCT ijassa-407 224 21 theory theory NOUN ijassa-407 224 22 and and CCONJ ijassa-407 224 23 practice practice NOUN ijassa-407 224 24 ” " PUNCT ijassa-407 224 25 , , PUNCT ijassa-407 224 26 the the DET ijassa-407 224 27 knowledge knowledge NOUN ijassa-407 224 28 engineering engineering PROPN ijassa-407 224 29 review review PROPN ijassa-407 224 30 , , PUNCT ijassa-407 224 31 vol.10 vol.10 PROPN ijassa-407 224 32 , , PUNCT ijassa-407 224 33 no.2 no.2 PROPN ijassa-407 224 34 , , PUNCT ijassa-407 224 35 pp.115 pp.115 PROPN ijassa-407 224 36 - - PUNCT ijassa-407 224 37 152 152 NUM ijassa-407 224 38 , , PUNCT ijassa-407 224 39 [ [ X ijassa-407 224 40 3 3 NUM ijassa-407 224 41 ] ] X ijassa-407 224 42 zhang zhang PROPN ijassa-407 224 43 , , PUNCT ijassa-407 224 44 y.f y.f PROPN ijassa-407 224 45 . . PROPN ijassa-407 224 46 , , PUNCT ijassa-407 224 47 saravanan saravanan PROPN ijassa-407 224 48 , , PUNCT ijassa-407 224 49 a.n a.n PROPN ijassa-407 224 50 . . PROPN ijassa-407 224 51 and and CCONJ ijassa-407 224 52 fuh fuh PROPN ijassa-407 224 53 , , PUNCT ijassa-407 224 54 j.y.h j.y.h PROPN ijassa-407 224 55 . . PROPN ijassa-407 224 56 ( ( PUNCT ijassa-407 224 57 2003 2003 NUM ijassa-407 224 58 ) ) PUNCT ijassa-407 224 59 , , PUNCT ijassa-407 224 60 “ " PUNCT ijassa-407 224 61 integration integration NOUN ijassa-407 224 62 of of ADP ijassa-407 224 63 process process NOUN ijassa-407 224 64 planning planning NOUN ijassa-407 224 65 and and CCONJ ijassa-407 224 66 scheduling scheduling NOUN ijassa-407 224 67 by by ADP ijassa-407 224 68 exploring explore VERB ijassa-407 224 69 the the DET ijassa-407 224 70 flexibility flexibility NOUN ijassa-407 224 71 of of ADP ijassa-407 224 72 process process NOUN ijassa-407 224 73 planning planning NOUN ijassa-407 224 74 ” " PUNCT ijassa-407 224 75 , , PUNCT ijassa-407 224 76 int int NOUN ijassa-407 224 77 . . PUNCT ijassa-407 225 1 j. j. PROPN ijassa-407 225 2 prod prod PROPN ijassa-407 225 3 . . PUNCT ijassa-407 226 1 res re NOUN ijassa-407 226 2 . . PROPN ijassa-407 226 3 , , PUNCT ijassa-407 226 4 vol.41 vol.41 PROPN ijassa-407 226 5 , , PUNCT ijassa-407 226 6 no.3 no.3 NOUN ijassa-407 226 7 , , PUNCT ijassa-407 226 8 pp.611 pp.611 PROPN ijassa-407 226 9 - - PUNCT ijassa-407 226 10 628 628 NUM ijassa-407 226 11 , , PUNCT ijassa-407 226 12 . . PUNCT ijassa-407 227 1 [ [ X ijassa-407 227 2 4 4 X ijassa-407 227 3 ] ] X ijassa-407 227 4 wang wang PROPN ijassa-407 227 5 y.f y.f PROPN ijassa-407 227 6 . . PROPN ijassa-407 227 7 , , PUNCT ijassa-407 227 8 zhang zhang PROPN ijassa-407 227 9 y.f y.f PROPN ijassa-407 227 10 . . PROPN ijassa-407 227 11 , , PUNCT ijassa-407 227 12 fuh fuh PROPN ijassa-407 227 13 j.y.h j.y.h PROPN ijassa-407 227 14 . . PROPN ijassa-407 227 15 , , PUNCT ijassa-407 227 16 zhou zhou PROPN ijassa-407 227 17 z. z. PROPN ijassa-407 227 18 d. d. PROPN ijassa-407 227 19 , , PUNCT ijassa-407 227 20 xue xue PROPN ijassa-407 227 21 l.g l.g PROPN ijassa-407 227 22 . . PROPN ijassa-407 228 1 and and CCONJ ijassa-407 228 2 lou lou PROPN ijassa-407 228 3 p. p. PROPN ijassa-407 228 4 ( ( PUNCT ijassa-407 228 5 2008 2008 NUM ijassa-407 228 6 ) ) PUNCT ijassa-407 228 7 , , PUNCT ijassa-407 228 8 “ " PUNCT ijassa-407 228 9 a a DET ijassa-407 228 10 web web NOUN ijassa-407 228 11 - - PUNCT ijassa-407 228 12 based base VERB ijassa-407 228 13 integrated integrate VERB ijassa-407 228 14 process process NOUN ijassa-407 228 15 planning planning NOUN ijassa-407 228 16 and and CCONJ ijassa-407 228 17 scheduling scheduling NOUN ijassa-407 228 18 system system NOUN ijassa-407 228 19 ” " PUNCT ijassa-407 228 20 , , PUNCT ijassa-407 228 21 ieee ieee NOUN ijassa-407 228 22 int int NOUN ijassa-407 228 23 . . PUNCT ijassa-407 229 1 conf conf PROPN ijassa-407 229 2 . . PUNCT ijassa-407 230 1 on on ADP ijassa-407 230 2 automation automation PROPN ijassa-407 230 3 sci sci PROPN ijassa-407 230 4 . . PROPN ijassa-407 230 5 and and CCONJ ijassa-407 230 6 eng eng PROPN ijassa-407 230 7 . . PROPN ijassa-407 230 8 , , PUNCT ijassa-407 230 9 aug aug PROPN ijassa-407 230 10 . . PROPN ijassa-407 230 11 pp.23 pp.23 PROPN ijassa-407 230 12 - - PUNCT ijassa-407 230 13 26 26 NUM ijassa-407 230 14 , , PUNCT ijassa-407 230 15 . . PUNCT ijassa-407 231 1 [ [ X ijassa-407 231 2 5 5 X ijassa-407 231 3 ] ] PUNCT ijassa-407 231 4 wang wang PROPN ijassa-407 231 5 y.f y.f PROPN ijassa-407 231 6 . . PROPN ijassa-407 231 7 , , PUNCT ijassa-407 231 8 zhang zhang PROPN ijassa-407 231 9 y.f y.f PROPN ijassa-407 231 10 . . PROPN ijassa-407 231 11 , , PUNCT ijassa-407 231 12 fuh fuh PROPN ijassa-407 231 13 j.y.h j.y.h PROPN ijassa-407 231 14 . . PROPN ijassa-407 231 15 , , PUNCT ijassa-407 231 16 zhou zhou PROPN ijassa-407 232 1 z.d z.d PROPN ijassa-407 232 2 . . PROPN ijassa-407 232 3 , , PUNCT ijassa-407 232 4 lou lou PROPN ijassa-407 232 5 p. p. PROPN ijassa-407 232 6 , , PUNCT ijassa-407 232 7 and and CCONJ ijassa-407 232 8 xue xue PROPN ijassa-407 232 9 l.g l.g PROPN ijassa-407 232 10 . . PUNCT ijassa-407 232 11 ( ( PUNCT ijassa-407 232 12 2008 2008 NUM ijassa-407 232 13 ) ) PUNCT ijassa-407 232 14 , , PUNCT ijassa-407 232 15 “ " PUNCT ijassa-407 232 16 an an DET ijassa-407 232 17 integrated integrated ADJ ijassa-407 232 18 approach approach NOUN ijassa-407 232 19 to to ADP ijassa-407 232 20 reactive reactive ADJ ijassa-407 232 21 scheduling scheduling NOUN ijassa-407 232 22 subject subject NOUN ijassa-407 232 23 to to ADP ijassa-407 232 24 the the DET ijassa-407 232 25 machine machine NOUN ijassa-407 232 26 breakdown breakdown NOUN ijassa-407 232 27 ” " PUNCT ijassa-407 232 28 , , PUNCT ijassa-407 232 29 ieee ieee NOUN ijassa-407 232 30 int int NOUN ijassa-407 232 31 . . PUNCT ijassa-407 233 1 conf conf PROPN ijassa-407 233 2 . . PUNCT ijassa-407 234 1 on on ADP ijassa-407 234 2 automation automation NOUN ijassa-407 234 3 and and CCONJ ijassa-407 234 4 logistics logistic NOUN ijassa-407 234 5 , , PUNCT ijassa-407 234 6 sep sep PROPN ijassa-407 234 7 . . PUNCT ijassa-407 235 1 pp.13 pp.13 NOUN ijassa-407 235 2 , , PUNCT ijassa-407 235 3 . . PUNCT ijassa-407 236 1 [ [ X ijassa-407 236 2 6 6 NUM ijassa-407 236 3 ] ] X ijassa-407 236 4 mcguire mcguire NOUN ijassa-407 236 5 , , PUNCT ijassa-407 236 6 j.g j.g PROPN ijassa-407 236 7 . . PROPN ijassa-407 236 8 , , PUNCT ijassa-407 236 9 kuokka kuokka PROPN ijassa-407 236 10 , , PUNCT ijassa-407 236 11 d.r d.r PROPN ijassa-407 236 12 . . PROPN ijassa-407 236 13 , , PUNCT ijassa-407 236 14 weber weber PROPN ijassa-407 236 15 , , PUNCT ijassa-407 236 16 j.c j.c PROPN ijassa-407 236 17 . . PROPN ijassa-407 236 18 , , PUNCT ijassa-407 236 19 tenenbaum tenenbaum PROPN ijassa-407 236 20 , , PUNCT ijassa-407 236 21 j.m j.m PROPN ijassa-407 236 22 . . PROPN ijassa-407 236 23 , , PUNCT ijassa-407 236 24 gruber gruber PROPN ijassa-407 236 25 , , PUNCT ijassa-407 236 26 t.r t.r PROPN ijassa-407 236 27 . . PROPN ijassa-407 236 28 , , PUNCT ijassa-407 236 29 and and CCONJ ijassa-407 236 30 olsen olsen NOUN ijassa-407 236 31 , , PUNCT ijassa-407 236 32 g. g. PROPN ijassa-407 236 33 r. r. PROPN ijassa-407 236 34 ( ( PUNCT ijassa-407 236 35 1993 1993 NUM ijassa-407 236 36 ) ) PUNCT ijassa-407 236 37 , , PUNCT ijassa-407 236 38 “ " PUNCT ijassa-407 236 39 shade shade NOUN ijassa-407 236 40 : : PUNCT ijassa-407 236 41 technology technology NOUN ijassa-407 236 42 for for ADP ijassa-407 236 43 knowledge knowledge NOUN ijassa-407 236 44 - - PUNCT ijassa-407 236 45 based base VERB ijassa-407 236 46 collabadvances collabadvance NOUN ijassa-407 236 47 in in ADP ijassa-407 236 48 systems system NOUN ijassa-407 236 49 science science NOUN ijassa-407 236 50 and and CCONJ ijassa-407 236 51 applications application NOUN ijassa-407 236 52 ( ( PUNCT ijassa-407 236 53 2014 2014 NUM ijassa-407 236 54 ) ) PUNCT ijassa-407 236 55 vol.14 vol.14 NOUN ijassa-407 236 56 no.1 no.1 X ijassa-407 236 57 49 49 NUM ijassa-407 236 58 orative orative NOUN ijassa-407 236 59 engineering engineering NOUN ijassa-407 236 60 ” " PUNCT ijassa-407 236 61 , , PUNCT ijassa-407 236 62 concurrent concurrent ADJ ijassa-407 236 63 engineering engineering NOUN ijassa-407 236 64 : : PUNCT ijassa-407 236 65 research research NOUN ijassa-407 236 66 and and CCONJ ijassa-407 236 67 application application NOUN ijassa-407 236 68 , , PUNCT ijassa-407 236 69 vol.1 vol.1 PROPN ijassa-407 236 70 , , PUNCT ijassa-407 236 71 no.3 no.3 VERB ijassa-407 236 72 , , PUNCT ijassa-407 236 73 pp.137 pp.137 NOUN ijassa-407 236 74 - - X ijassa-407 236 75 146 146 NUM ijassa-407 236 76 , , PUNCT ijassa-407 236 77 . . PUNCT ijassa-407 237 1 [ [ X ijassa-407 237 2 7 7 NUM ijassa-407 237 3 ] ] X ijassa-407 237 4 peng peng PROPN ijassa-407 237 5 , , PUNCT ijassa-407 237 6 y. y. PROPN ijassa-407 237 7 , , PUNCT ijassa-407 237 8 finin finin NOUN ijassa-407 237 9 , , PUNCT ijassa-407 237 10 t. t. PROPN ijassa-407 237 11 , , PUNCT ijassa-407 237 12 labrou labrou PROPN ijassa-407 237 13 , , PUNCT ijassa-407 237 14 y. y. PROPN ijassa-407 237 15 , , PUNCT ijassa-407 237 16 chu chu PROPN ijassa-407 237 17 , , PUNCT ijassa-407 237 18 b. b. PROPN ijassa-407 237 19 , , PUNCT ijassa-407 237 20 long long ADV ijassa-407 237 21 , , PUNCT ijassa-407 237 22 j. j. PROPN ijassa-407 237 23 , , PUNCT ijassa-407 237 24 tolone tolone PROPN ijassa-407 237 25 , , PUNCT ijassa-407 237 26 w.j w.j PROPN ijassa-407 237 27 . . PROPN ijassa-407 237 28 , , PUNCT ijassa-407 237 29 and and CCONJ ijassa-407 237 30 boughannam boughannam PROPN ijassa-407 237 31 , , PUNCT ijassa-407 237 32 a. a. NOUN ijassa-407 237 33 ( ( PUNCT ijassa-407 237 34 1998 1998 NUM ijassa-407 237 35 ) ) PUNCT ijassa-407 237 36 , , PUNCT ijassa-407 237 37 “ " PUNCT ijassa-407 237 38 a a DET ijassa-407 237 39 multi multi ADJ ijassa-407 237 40 - - ADJ ijassa-407 237 41 agent agent ADJ ijassa-407 237 42 system system NOUN ijassa-407 237 43 for for ADP ijassa-407 237 44 enterprise enterprise NOUN ijassa-407 237 45 integration integration NOUN ijassa-407 237 46 ” " PUNCT ijassa-407 237 47 , , PUNCT ijassa-407 237 48 proc proc NOUN ijassa-407 237 49 . . PROPN ijassa-407 237 50 of of ADP ijassa-407 237 51 paam paam PROPN ijassa-407 237 52 98 98 NUM ijassa-407 237 53 , , PUNCT ijassa-407 237 54 london london PROPN ijassa-407 237 55 , , PUNCT ijassa-407 237 56 uk uk PROPN ijassa-407 237 57 , , PUNCT ijassa-407 237 58 pp.155 pp.155 PROPN ijassa-407 237 59 - - X ijassa-407 237 60 169 169 NUM ijassa-407 237 61 . . PUNCT ijassa-407 238 1 [ [ X ijassa-407 238 2 8 8 NUM ijassa-407 238 3 ] ] X ijassa-407 238 4 shen shen NOUN ijassa-407 238 5 , , PUNCT ijassa-407 238 6 w. w. PROPN ijassa-407 238 7 , , PUNCT ijassa-407 238 8 maturana maturana PROPN ijassa-407 238 9 , , PUNCT ijassa-407 238 10 f. f. PROPN ijassa-407 238 11 , , PUNCT ijassa-407 238 12 norrie norrie PROPN ijassa-407 238 13 , , PUNCT ijassa-407 238 14 d.h d.h PROPN ijassa-407 238 15 . . PROPN ijassa-407 238 16 ( ( PUNCT ijassa-407 238 17 2000 2000 NUM ijassa-407 238 18 ) ) PUNCT ijassa-407 238 19 , , PUNCT ijassa-407 238 20 “ " PUNCT ijassa-407 238 21 metamorph metamorph PROPN ijassa-407 238 22 ii ii PROPN ijassa-407 238 23 : : PUNCT ijassa-407 238 24 an an DET ijassa-407 238 25 agentbased agentbase VERB ijassa-407 238 26 architecture architecture NOUN ijassa-407 238 27 for for ADP ijassa-407 238 28 distributed distribute VERB ijassa-407 238 29 intelligent intelligent ADJ ijassa-407 238 30 design design NOUN ijassa-407 238 31 and and CCONJ ijassa-407 238 32 manufacturing manufacturing NOUN ijassa-407 238 33 ” " PUNCT ijassa-407 238 34 , , PUNCT ijassa-407 238 35 journal journal NOUN ijassa-407 238 36 of of ADP ijassa-407 238 37 intelligent intelligent ADJ ijassa-407 238 38 manufacturing manufacturing NOUN ijassa-407 238 39 , , PUNCT ijassa-407 238 40 vol.11 vol.11 PROPN ijassa-407 238 41 , , PUNCT ijassa-407 238 42 no.4 no.4 PROPN ijassa-407 238 43 , , PUNCT ijassa-407 238 44 pp.237 pp.237 PROPN ijassa-407 238 45 - - PUNCT ijassa-407 238 46 251 251 NUM ijassa-407 238 47 . . PUNCT ijassa-407 239 1 [ [ X ijassa-407 239 2 9 9 NUM ijassa-407 239 3 ] ] X ijassa-407 239 4 jia jia PROPN ijassa-407 239 5 , , PUNCT ijassa-407 239 6 h.z h.z PROPN ijassa-407 239 7 . . PROPN ijassa-407 239 8 , , PUNCT ijassa-407 239 9 ong ong PROPN ijassa-407 239 10 , , PUNCT ijassa-407 239 11 s.k s.k PROPN ijassa-407 239 12 . . PROPN ijassa-407 239 13 , , PUNCT ijassa-407 239 14 fuh fuh PROPN ijassa-407 239 15 , , PUNCT ijassa-407 239 16 j.y.h j.y.h PROPN ijassa-407 239 17 . . PROPN ijassa-407 239 18 , , PUNCT ijassa-407 239 19 zhang zhang PROPN ijassa-407 239 20 , , PUNCT ijassa-407 239 21 y.f y.f PROPN ijassa-407 239 22 . . PROPN ijassa-407 239 23 , , PUNCT ijassa-407 239 24 and and CCONJ ijassa-407 239 25 nee nee NOUN ijassa-407 239 26 , , PUNCT ijassa-407 239 27 a.y.c a.y.c PROPN ijassa-407 239 28 . . PUNCT ijassa-407 239 29 ( ( PUNCT ijassa-407 239 30 2004 2004 NUM ijassa-407 239 31 ) ) PUNCT ijassa-407 239 32 , , PUNCT ijassa-407 239 33 “ " PUNCT ijassa-407 239 34 an an DET ijassa-407 239 35 adaptive adaptive ADJ ijassa-407 239 36 and and CCONJ ijassa-407 239 37 upgradable upgradable ADJ ijassa-407 239 38 agent agent NOUN ijassa-407 239 39 - - PUNCT ijassa-407 239 40 based base VERB ijassa-407 239 41 system system NOUN ijassa-407 239 42 for for ADP ijassa-407 239 43 coordinated coordinated ADJ ijassa-407 239 44 product product NOUN ijassa-407 239 45 development development NOUN ijassa-407 239 46 and and CCONJ ijassa-407 239 47 manufacture manufacture NOUN ijassa-407 239 48 ” " PUNCT ijassa-407 239 49 , , PUNCT ijassa-407 239 50 robotic robotic ADJ ijassa-407 239 51 and and CCONJ ijassa-407 239 52 computer computer NOUN ijassa-407 239 53 - - PUNCT ijassa-407 239 54 integrated integrate VERB ijassa-407 239 55 manufacturing manufacturing NOUN ijassa-407 239 56 , , PUNCT ijassa-407 239 57 vol.20 vol.20 PROPN ijassa-407 239 58 , , PUNCT ijassa-407 239 59 no.2 no.2 PROPN ijassa-407 239 60 , , PUNCT ijassa-407 239 61 pp.79 pp.79 NOUN ijassa-407 239 62 - - PUNCT ijassa-407 239 63 90 90 NUM ijassa-407 239 64 . . PUNCT ijassa-407 240 1 [ [ X ijassa-407 240 2 10 10 NUM ijassa-407 240 3 ] ] X ijassa-407 240 4 wong wong PROPN ijassa-407 240 5 , , PUNCT ijassa-407 240 6 t.n t.n PROPN ijassa-407 240 7 . . PROPN ijassa-407 240 8 , , PUNCT ijassa-407 240 9 leung leung PROPN ijassa-407 240 10 , , PUNCT ijassa-407 240 11 c.w c.w PROPN ijassa-407 240 12 . . PROPN ijassa-407 240 13 , , PUNCT ijassa-407 240 14 mak mak PROPN ijassa-407 240 15 , , PUNCT ijassa-407 240 16 k.l k.l PROPN ijassa-407 240 17 . . PROPN ijassa-407 240 18 and and CCONJ ijassa-407 240 19 fung fung PROPN ijassa-407 240 20 , , PUNCT ijassa-407 240 21 r.y.k r.y.k NOUN ijassa-407 240 22 . . PUNCT ijassa-407 241 1 ( ( PUNCT ijassa-407 241 2 2006 2006 NUM ijassa-407 241 3 ) ) PUNCT ijassa-407 241 4 , , PUNCT ijassa-407 241 5 “ " PUNCT ijassa-407 241 6 integrated integrated ADJ ijassa-407 241 7 process process NOUN ijassa-407 241 8 planning planning NOUN ijassa-407 241 9 and and CCONJ ijassa-407 241 10 scheduling scheduling NOUN ijassa-407 241 11 / / SYM ijassa-407 241 12 rescheduling rescheduling NOUN ijassa-407 241 13 - - PUNCT ijassa-407 241 14 an an DET ijassa-407 241 15 agent agent NOUN ijassa-407 241 16 - - PUNCT ijassa-407 241 17 based base VERB ijassa-407 241 18 approach approach NOUN ijassa-407 241 19 ” " PUNCT ijassa-407 241 20 , , PUNCT ijassa-407 241 21 int int NOUN ijassa-407 241 22 . . PUNCT ijassa-407 242 1 j. j. PROPN ijassa-407 242 2 prod prod PROPN ijassa-407 242 3 . . PUNCT ijassa-407 243 1 res re NOUN ijassa-407 243 2 . . PROPN ijassa-407 243 3 , , PUNCT ijassa-407 243 4 vol.44 vol.44 NOUN ijassa-407 243 5 , , PUNCT ijassa-407 243 6 no.18 no.18 PROPN ijassa-407 243 7 - - PUNCT ijassa-407 243 8 19 19 NUM ijassa-407 243 9 , , PUNCT ijassa-407 243 10 pp.3627 pp.3627 PROPN ijassa-407 243 11 - - NOUN ijassa-407 243 12 3655 3655 NUM ijassa-407 243 13 . . PUNCT ijassa-407 244 1 [ [ X ijassa-407 244 2 11 11 NUM ijassa-407 244 3 ] ] X ijassa-407 244 4 ahmadi ahmadi PROPN ijassa-407 244 5 , , PUNCT ijassa-407 244 6 h. h. PROPN ijassa-407 244 7 ( ( PUNCT ijassa-407 244 8 2008 2008 NUM ijassa-407 244 9 ) ) PUNCT ijassa-407 244 10 , , PUNCT ijassa-407 244 11 “ " PUNCT ijassa-407 244 12 automated automate VERB ijassa-407 244 13 volumetric volumetric NOUN ijassa-407 244 14 feature feature NOUN ijassa-407 244 15 extraction extraction NOUN ijassa-407 244 16 from from ADP ijassa-407 244 17 the the DET ijassa-407 244 18 machining machining NOUN ijassa-407 244 19 perspective perspective NOUN ijassa-407 244 20 ” " PUNCT ijassa-407 244 21 , , PUNCT ijassa-407 244 22 master master NOUN ijassa-407 244 23 of of ADP ijassa-407 244 24 engineering engineering NOUN ijassa-407 244 25 thesis thesis NOUN ijassa-407 244 26 , , PUNCT ijassa-407 244 27 national national ADJ ijassa-407 244 28 university university PROPN ijassa-407 244 29 of of ADP ijassa-407 244 30 singapore singapore PROPN ijassa-407 244 31 . . PUNCT ijassa-407 245 1 [ [ X ijassa-407 245 2 12 12 NUM ijassa-407 245 3 ] ] X ijassa-407 245 4 zhang zhang PROPN ijassa-407 245 5 , , PUNCT ijassa-407 245 6 f. f. PROPN ijassa-407 245 7 , , PUNCT ijassa-407 245 8 zhang zhang PROPN ijassa-407 245 9 , , PUNCT ijassa-407 245 10 y.f y.f PROPN ijassa-407 245 11 . . PROPN ijassa-407 245 12 , , PUNCT ijassa-407 245 13 and and CCONJ ijassa-407 245 14 nee nee NOUN ijassa-407 245 15 , , PUNCT ijassa-407 245 16 a.y.c a.y.c PROPN ijassa-407 245 17 . . PUNCT ijassa-407 246 1 ( ( PUNCT ijassa-407 246 2 1997 1997 NUM ijassa-407 246 3 ) ) PUNCT ijassa-407 246 4 , , PUNCT ijassa-407 246 5 “ " PUNCT ijassa-407 246 6 using use VERB ijassa-407 246 7 genetic genetic ADJ ijassa-407 246 8 algorithms algorithm NOUN ijassa-407 246 9 in in ADP ijassa-407 246 10 process process NOUN ijassa-407 246 11 planning plan VERB ijassa-407 246 12 for for ADP ijassa-407 246 13 job job NOUN ijassa-407 246 14 shop shop NOUN ijassa-407 246 15 machining machining NOUN ijassa-407 246 16 ” " PUNCT ijassa-407 246 17 , , PUNCT ijassa-407 246 18 ieee ieee NOUN ijassa-407 246 19 transactions transaction NOUN ijassa-407 246 20 on on ADP ijassa-407 246 21 evolutionary evolutionary ADJ ijassa-407 246 22 computation computation NOUN ijassa-407 246 23 , , PUNCT ijassa-407 246 24 vol.1 vol.1 PROPN ijassa-407 246 25 , , PUNCT ijassa-407 246 26 no.4 no.4 PROPN ijassa-407 246 27 , , PUNCT ijassa-407 246 28 pp.278 pp.278 NOUN ijassa-407 246 29 - - PUNCT ijassa-407 246 30 289 289 NUM ijassa-407 246 31 . . PUNCT ijassa-407 247 1 [ [ X ijassa-407 247 2 13 13 NUM ijassa-407 247 3 ] ] SYM ijassa-407 247 4 ma ma PROPN ijassa-407 247 5 , , PUNCT ijassa-407 247 6 g.h g.h PROPN ijassa-407 247 7 . . PROPN ijassa-407 247 8 , , PUNCT ijassa-407 247 9 zhang zhang PROPN ijassa-407 247 10 , , PUNCT ijassa-407 247 11 y.f y.f PROPN ijassa-407 247 12 . . PROPN ijassa-407 247 13 , , PUNCT ijassa-407 247 14 and and CCONJ ijassa-407 247 15 nee nee NOUN ijassa-407 247 16 , , PUNCT ijassa-407 247 17 a.y.c a.y.c PROPN ijassa-407 247 18 . . PUNCT ijassa-407 247 19 ( ( PUNCT ijassa-407 247 20 2000 2000 NUM ijassa-407 247 21 ) ) PUNCT ijassa-407 247 22 , , PUNCT ijassa-407 247 23 “ " PUNCT ijassa-407 247 24 a a DET ijassa-407 247 25 simulated simulate VERB ijassa-407 247 26 annealingbased annealingbase VERB ijassa-407 247 27 optimization optimization NOUN ijassa-407 247 28 algorithm algorithm NOUN ijassa-407 247 29 for for ADP ijassa-407 247 30 process process NOUN ijassa-407 247 31 planning planning NOUN ijassa-407 247 32 ” " PUNCT ijassa-407 247 33 , , PUNCT ijassa-407 247 34 international international ADJ ijassa-407 247 35 journal journal NOUN ijassa-407 247 36 of of ADP ijassa-407 247 37 production production NOUN ijassa-407 247 38 research research NOUN ijassa-407 247 39 , , PUNCT ijassa-407 247 40 vol.38 vol.38 NOUN ijassa-407 247 41 , , PUNCT ijassa-407 247 42 no.1 no.1 NUM ijassa-407 247 43 ) ) PUNCT ijassa-407 247 44 , , PUNCT ijassa-407 247 45 pp.2671 pp.2671 PROPN ijassa-407 247 46 - - SYM ijassa-407 247 47 2678 2678 NUM ijassa-407 247 48 . . PUNCT ijassa-407 248 1 [ [ X ijassa-407 248 2 14 14 NUM ijassa-407 248 3 ] ] X ijassa-407 248 4 wang wang PROPN ijassa-407 248 5 y.f y.f PROPN ijassa-407 248 6 . . PROPN ijassa-407 248 7 , , PUNCT ijassa-407 248 8 zhang zhang PROPN ijassa-407 248 9 y.f y.f PROPN ijassa-407 248 10 . . PROPN ijassa-407 248 11 , , PUNCT ijassa-407 248 12 and and CCONJ ijassa-407 248 13 fuh fuh PROPN ijassa-407 248 14 j.y.h j.y.h PROPN ijassa-407 248 15 . . PUNCT ijassa-407 248 16 ( ( PUNCT ijassa-407 248 17 2009 2009 NUM ijassa-407 248 18 ) ) PUNCT ijassa-407 248 19 , , PUNCT ijassa-407 248 20 “ " PUNCT ijassa-407 248 21 using use VERB ijassa-407 248 22 hybrid hybrid ADJ ijassa-407 248 23 particle particle NOUN ijassa-407 248 24 swarm swarm NOUN ijassa-407 248 25 optimization optimization NOUN ijassa-407 248 26 for for ADP ijassa-407 248 27 process process NOUN ijassa-407 248 28 planning planning NOUN ijassa-407 248 29 problem problem NOUN ijassa-407 248 30 ” " PUNCT ijassa-407 248 31 , , PUNCT ijassa-407 248 32 ieee ieee NOUN ijassa-407 248 33 int int NOUN ijassa-407 248 34 . . PUNCT ijassa-407 248 35 conf conf PROPN ijassa-407 248 36 . . PUNCT ijassa-407 249 1 on on ADP ijassa-407 249 2 computational computational ADJ ijassa-407 249 3 science science NOUN ijassa-407 249 4 and and CCONJ ijassa-407 249 5 optimization optimization NOUN ijassa-407 249 6 , , PUNCT ijassa-407 249 7 april april PROPN ijassa-407 249 8 pp.24 pp.24 PROPN ijassa-407 249 9 - - PUNCT ijassa-407 249 10 26 26 NUM ijassa-407 249 11 . . PUNCT ijassa-407 250 1 [ [ X ijassa-407 250 2 15 15 NUM ijassa-407 250 3 ] ] X ijassa-407 250 4 kennedy kennedy PROPN ijassa-407 250 5 , , PUNCT ijassa-407 250 6 j. j. PROPN ijassa-407 250 7 and and CCONJ ijassa-407 250 8 eberhart eberhart PROPN ijassa-407 250 9 , , PUNCT ijassa-407 250 10 r. r. PROPN ijassa-407 250 11 ( ( PUNCT ijassa-407 250 12 1995 1995 NUM ijassa-407 250 13 ) ) PUNCT ijassa-407 250 14 , , PUNCT ijassa-407 250 15 “ " PUNCT ijassa-407 250 16 particle particle NOUN ijassa-407 250 17 swarm swarm NOUN ijassa-407 250 18 optimization optimization NOUN ijassa-407 250 19 ” " PUNCT ijassa-407 250 20 , , PUNCT ijassa-407 250 21 proceedings proceeding NOUN ijassa-407 250 22 of of ADP ijassa-407 250 23 ieee ieee PROPN ijassa-407 250 24 int int PROPN ijassa-407 250 25 . . PUNCT ijassa-407 250 26 conf conf PROPN ijassa-407 250 27 . . PUNCT ijassa-407 251 1 on on ADP ijassa-407 251 2 neural neural ADJ ijassa-407 251 3 networks network NOUN ijassa-407 251 4 , , PUNCT ijassa-407 251 5 piscataway piscataway PROPN ijassa-407 251 6 , , PUNCT ijassa-407 251 7 nj nj PROPN ijassa-407 251 8 , , PUNCT ijassa-407 251 9 ieee ieee NOUN ijassa-407 251 10 press press NOUN ijassa-407 251 11 , , PUNCT ijassa-407 251 12 pp.1942 pp.1942 NOUN ijassa-407 251 13 - - NOUN ijassa-407 251 14 1948 1948 NUM ijassa-407 251 15 . . PUNCT ijassa-407 252 1 [ [ X ijassa-407 252 2 16 16 NUM ijassa-407 252 3 ] ] X ijassa-407 252 4 baker baker PROPN ijassa-407 252 5 , , PUNCT ijassa-407 252 6 k.r k.r PROPN ijassa-407 252 7 . . PROPN ijassa-407 252 8 ( ( PUNCT ijassa-407 252 9 1974 1974 NUM ijassa-407 252 10 ) ) PUNCT ijassa-407 252 11 , , PUNCT ijassa-407 252 12 “ " PUNCT ijassa-407 252 13 introduction introduction NOUN ijassa-407 252 14 to to ADP ijassa-407 252 15 sequencing sequence VERB ijassa-407 252 16 and and CCONJ ijassa-407 252 17 scheduling scheduling NOUN ijassa-407 252 18 ” " PUNCT ijassa-407 252 19 , , PUNCT ijassa-407 252 20 new new PROPN ijassa-407 252 21 york york PROPN ijassa-407 252 22 : : PUNCT ijassa-407 252 23 wiley wiley PROPN ijassa-407 252 24 publications publication NOUN ijassa-407 252 25 . . PUNCT ijassa-407 253 1 corresponding correspond VERB ijassa-407 253 2 author author NOUN ijassa-407 253 3 author author NOUN ijassa-407 253 4 can can AUX ijassa-407 253 5 be be AUX ijassa-407 253 6 contacted contact VERB ijassa-407 253 7 at at ADP ijassa-407 253 8 : : PUNCT ijassa-407 253 9 mpefuhyh@nus.edu.sg mpefuhyh@nus.edu.sg NOUN