id sid tid token lemma pos fcis-31721 1 1 frontiers frontier NOUN fcis-31721 1 2 in in ADP fcis-31721 1 3 computing computing NOUN fcis-31721 1 4 and and CCONJ fcis-31721 1 5 intelligent intelligent ADJ fcis-31721 1 6 systems system NOUN fcis-31721 1 7 issn issn VERB fcis-31721 1 8 : : PUNCT fcis-31721 1 9 2832 2832 NUM fcis-31721 1 10 - - SYM fcis-31721 1 11 6024 6024 NUM fcis-31721 1 12 | | NOUN fcis-31721 1 13 vol vol NOUN fcis-31721 1 14 . . PROPN fcis-31721 2 1 13 13 NUM fcis-31721 2 2 , , PUNCT fcis-31721 2 3 no no INTJ fcis-31721 2 4 . . NOUN fcis-31721 2 5 3 3 NUM fcis-31721 2 6 , , PUNCT fcis-31721 2 7 2025 2025 NUM fcis-31721 2 8 9 9 NUM fcis-31721 2 9 research research NOUN fcis-31721 2 10 on on ADP fcis-31721 2 11 computer‐aided computer‐aide VERB fcis-31721 2 12 3d 3d PROPN fcis-31721 2 13 modeling modeling NOUN fcis-31721 2 14 simulation simulation NOUN fcis-31721 2 15 optimization optimization NOUN fcis-31721 2 16 model model NOUN fcis-31721 2 17 in in ADP fcis-31721 2 18 mechanical mechanical ADJ fcis-31721 2 19 design design NOUN fcis-31721 2 20 yinhua yinhua PROPN fcis-31721 2 21 shi shi PROPN fcis-31721 2 22 * * PUNCT fcis-31721 2 23 jiangsu jiangsu PROPN fcis-31721 2 24 union union PROPN fcis-31721 2 25 technical technical PROPN fcis-31721 2 26 institute institute PROPN fcis-31721 2 27 , , PUNCT fcis-31721 2 28 zhenjiang zhenjiang PROPN fcis-31721 2 29 school school PROPN fcis-31721 2 30 , , PUNCT fcis-31721 2 31 jiangsu jiangsu PROPN fcis-31721 2 32 province province PROPN fcis-31721 2 33 , , PUNCT fcis-31721 3 1 p. p. PROPN fcis-31721 3 2 r. r. PROPN fcis-31721 3 3 china china PROPN fcis-31721 3 4 * * PUNCT fcis-31721 3 5 corresponding correspond VERB fcis-31721 3 6 author author NOUN fcis-31721 3 7 email email NOUN fcis-31721 3 8 : : PUNCT fcis-31721 3 9 280623082@qq.com 280623082@qq.com NUM fcis-31721 3 10 abstract abstract NOUN fcis-31721 3 11 : : PUNCT fcis-31721 3 12 with with ADP fcis-31721 3 13 the the DET fcis-31721 3 14 improvement improvement NOUN fcis-31721 3 15 of of ADP fcis-31721 3 16 product product NOUN fcis-31721 3 17 accuracy accuracy NOUN fcis-31721 3 18 , , PUNCT fcis-31721 3 19 efficiency efficiency NOUN fcis-31721 3 20 and and CCONJ fcis-31721 3 21 optimization optimization NOUN fcis-31721 3 22 requirements requirement NOUN fcis-31721 3 23 in in ADP fcis-31721 3 24 mechanical mechanical ADJ fcis-31721 3 25 design design NOUN fcis-31721 3 26 , , PUNCT fcis-31721 3 27 computer computer NOUN fcis-31721 3 28 - - PUNCT fcis-31721 3 29 aided aid VERB fcis-31721 3 30 3d 3d NUM fcis-31721 3 31 modeling modeling NOUN fcis-31721 3 32 and and CCONJ fcis-31721 3 33 simulation simulation NOUN fcis-31721 3 34 optimization optimization NOUN fcis-31721 3 35 have have AUX fcis-31721 3 36 gradually gradually ADV fcis-31721 3 37 become become VERB fcis-31721 3 38 the the DET fcis-31721 3 39 core core NOUN fcis-31721 3 40 technology technology NOUN fcis-31721 3 41 in in ADP fcis-31721 3 42 the the DET fcis-31721 3 43 design design NOUN fcis-31721 3 44 process process NOUN fcis-31721 3 45 . . PUNCT fcis-31721 4 1 however however ADV fcis-31721 4 2 , , PUNCT fcis-31721 4 3 existing exist VERB fcis-31721 4 4 algorithms algorithm NOUN fcis-31721 4 5 still still ADV fcis-31721 4 6 face face VERB fcis-31721 4 7 challenges challenge NOUN fcis-31721 4 8 such such ADJ fcis-31721 4 9 as as ADP fcis-31721 4 10 large large ADJ fcis-31721 4 11 computational computational ADJ fcis-31721 4 12 complexity complexity NOUN fcis-31721 4 13 and and CCONJ fcis-31721 4 14 insufficient insufficient ADJ fcis-31721 4 15 accuracy accuracy NOUN fcis-31721 4 16 when when SCONJ fcis-31721 4 17 optimizing optimize VERB fcis-31721 4 18 multi multi ADJ fcis-31721 4 19 - - ADJ fcis-31721 4 20 objective objective ADJ fcis-31721 4 21 problems problem NOUN fcis-31721 4 22 . . PUNCT fcis-31721 5 1 to to ADP fcis-31721 5 2 this this DET fcis-31721 5 3 end end NOUN fcis-31721 5 4 , , PUNCT fcis-31721 5 5 this this DET fcis-31721 5 6 paper paper NOUN fcis-31721 5 7 proposes propose VERB fcis-31721 5 8 an an DET fcis-31721 5 9 innovative innovative ADJ fcis-31721 5 10 3d 3d NUM fcis-31721 5 11 modeling modeling NOUN fcis-31721 5 12 and and CCONJ fcis-31721 5 13 simulation simulation NOUN fcis-31721 5 14 optimization optimization NOUN fcis-31721 5 15 model model NOUN fcis-31721 5 16 based base VERB fcis-31721 5 17 on on ADP fcis-31721 5 18 the the DET fcis-31721 5 19 combination combination NOUN fcis-31721 5 20 of of ADP fcis-31721 5 21 ga ga PROPN fcis-31721 5 22 and and CCONJ fcis-31721 5 23 particle particle NOUN fcis-31721 5 24 swarm swarm NOUN fcis-31721 5 25 optimization optimization NOUN fcis-31721 5 26 . . PUNCT fcis-31721 6 1 this this DET fcis-31721 6 2 model model NOUN fcis-31721 6 3 optimizes optimize VERB fcis-31721 6 4 multiple multiple ADJ fcis-31721 6 5 objectives objective NOUN fcis-31721 6 6 such such ADJ fcis-31721 6 7 as as ADP fcis-31721 6 8 structural structural ADJ fcis-31721 6 9 strength strength NOUN fcis-31721 6 10 , , PUNCT fcis-31721 6 11 weight weight NOUN fcis-31721 6 12 , , PUNCT fcis-31721 6 13 and and CCONJ fcis-31721 6 14 cost cost NOUN fcis-31721 6 15 in in ADP fcis-31721 6 16 mechanical mechanical ADJ fcis-31721 6 17 design design NOUN fcis-31721 6 18 by by ADP fcis-31721 6 19 integrating integrate VERB fcis-31721 6 20 global global ADJ fcis-31721 6 21 search search NOUN fcis-31721 6 22 capabilities capability NOUN fcis-31721 6 23 and and CCONJ fcis-31721 6 24 local local ADJ fcis-31721 6 25 search search NOUN fcis-31721 6 26 capabilities capability NOUN fcis-31721 6 27 , , PUNCT fcis-31721 6 28 thereby thereby ADV fcis-31721 6 29 achieving achieve VERB fcis-31721 6 30 efficient efficient ADJ fcis-31721 6 31 and and CCONJ fcis-31721 6 32 accurate accurate ADJ fcis-31721 6 33 adjustment adjustment NOUN fcis-31721 6 34 of of ADP fcis-31721 6 35 the the DET fcis-31721 6 36 design design NOUN fcis-31721 6 37 . . PUNCT fcis-31721 7 1 experimental experimental ADJ fcis-31721 7 2 results result NOUN fcis-31721 7 3 show show VERB fcis-31721 7 4 that that SCONJ fcis-31721 7 5 in in ADP fcis-31721 7 6 the the DET fcis-31721 7 7 case case NOUN fcis-31721 7 8 of of ADP fcis-31721 7 9 motor motor NOUN fcis-31721 7 10 housing housing NOUN fcis-31721 7 11 design design NOUN fcis-31721 7 12 , , PUNCT fcis-31721 7 13 the the DET fcis-31721 7 14 optimization optimization NOUN fcis-31721 7 15 efficiency efficiency NOUN fcis-31721 7 16 of of ADP fcis-31721 7 17 this this DET fcis-31721 7 18 optimization optimization NOUN fcis-31721 7 19 model model NOUN fcis-31721 7 20 is be AUX fcis-31721 7 21 improved improve VERB fcis-31721 7 22 by by ADP fcis-31721 7 23 20 20 NUM fcis-31721 7 24 % % NOUN fcis-31721 7 25 and and CCONJ fcis-31721 7 26 the the DET fcis-31721 7 27 accuracy accuracy NOUN fcis-31721 7 28 is be AUX fcis-31721 7 29 improved improve VERB fcis-31721 7 30 by by ADP fcis-31721 7 31 15 15 NUM fcis-31721 7 32 % % NOUN fcis-31721 7 33 compared compare VERB fcis-31721 7 34 with with ADP fcis-31721 7 35 traditional traditional ADJ fcis-31721 7 36 methods method NOUN fcis-31721 7 37 . . PUNCT fcis-31721 8 1 through through ADP fcis-31721 8 2 the the DET fcis-31721 8 3 comparison comparison NOUN fcis-31721 8 4 of of ADP fcis-31721 8 5 the the DET fcis-31721 8 6 different different ADJ fcis-31721 8 7 optimization optimization NOUN fcis-31721 8 8 methods method NOUN fcis-31721 8 9 , , PUNCT fcis-31721 8 10 it it PRON fcis-31721 8 11 is be AUX fcis-31721 8 12 proved prove VERB fcis-31721 8 13 that that SCONJ fcis-31721 8 14 the the DET fcis-31721 8 15 model model NOUN fcis-31721 8 16 is be AUX fcis-31721 8 17 superior superior ADJ fcis-31721 8 18 in in ADP fcis-31721 8 19 mult mult PROPN fcis-31721 8 20 objective objective ADJ fcis-31721 8 21 optimization optimization NOUN fcis-31721 8 22 . . PUNCT fcis-31721 9 1 the the DET fcis-31721 9 2 algorithm algorithm NOUN fcis-31721 9 3 can can AUX fcis-31721 9 4 be be AUX fcis-31721 9 5 used use VERB fcis-31721 9 6 to to PART fcis-31721 9 7 optimize optimize VERB fcis-31721 9 8 many many ADJ fcis-31721 9 9 physical physical ADJ fcis-31721 9 10 fields field NOUN fcis-31721 9 11 simultaneously simultaneously ADV fcis-31721 9 12 , , PUNCT fcis-31721 9 13 and and CCONJ fcis-31721 9 14 provide provide VERB fcis-31721 9 15 a a DET fcis-31721 9 16 more more ADV fcis-31721 9 17 intelligent intelligent ADJ fcis-31721 9 18 and and CCONJ fcis-31721 9 19 sophisticated sophisticated ADJ fcis-31721 9 20 solution solution NOUN fcis-31721 9 21 for for ADP fcis-31721 9 22 mechanical mechanical ADJ fcis-31721 9 23 design design NOUN fcis-31721 9 24 . . PUNCT fcis-31721 10 1 keywords keyword NOUN fcis-31721 10 2 : : PUNCT fcis-31721 10 3 mechanical mechanical ADJ fcis-31721 10 4 design design NOUN fcis-31721 10 5 ; ; PUNCT fcis-31721 10 6 3d 3d NUM fcis-31721 10 7 modeling modeling NOUN fcis-31721 10 8 ; ; PUNCT fcis-31721 10 9 simulation simulation NOUN fcis-31721 10 10 optimization optimization NOUN fcis-31721 10 11 ; ; PUNCT fcis-31721 10 12 ga ga PROPN fcis-31721 10 13 ; ; PUNCT fcis-31721 10 14 particle particle NOUN fcis-31721 10 15 swarm swarm NOUN fcis-31721 10 16 optimization optimization NOUN fcis-31721 10 17 ; ; PUNCT fcis-31721 10 18 multi multi ADJ fcis-31721 10 19 - - ADJ fcis-31721 10 20 objective objective ADJ fcis-31721 10 21 optimization optimization NOUN fcis-31721 10 22 . . PUNCT fcis-31721 11 1 1 1 X fcis-31721 11 2 . . X fcis-31721 11 3 introduction introduction NOUN fcis-31721 11 4 as as ADP fcis-31721 11 5 the the DET fcis-31721 11 6 cornerstone cornerstone NOUN fcis-31721 11 7 of of ADP fcis-31721 11 8 modern modern ADJ fcis-31721 11 9 engineering engineering NOUN fcis-31721 11 10 technology technology NOUN fcis-31721 11 11 , , PUNCT fcis-31721 11 12 the the DET fcis-31721 11 13 accuracy accuracy NOUN fcis-31721 11 14 , , PUNCT fcis-31721 11 15 efficiency efficiency NOUN fcis-31721 11 16 and and CCONJ fcis-31721 11 17 innovation innovation NOUN fcis-31721 11 18 of of ADP fcis-31721 11 19 mechanical mechanical ADJ fcis-31721 11 20 design design NOUN fcis-31721 11 21 directly directly ADV fcis-31721 11 22 determine determine VERB fcis-31721 11 23 the the DET fcis-31721 11 24 performance performance NOUN fcis-31721 11 25 , , PUNCT fcis-31721 11 26 reliability reliability NOUN fcis-31721 11 27 and and CCONJ fcis-31721 11 28 market market NOUN fcis-31721 11 29 competitiveness competitiveness NOUN fcis-31721 11 30 of of ADP fcis-31721 11 31 products product NOUN fcis-31721 11 32 . . PUNCT fcis-31721 12 1 traditional traditional ADJ fcis-31721 12 2 mechanical mechanical ADJ fcis-31721 12 3 design design NOUN fcis-31721 12 4 often often ADV fcis-31721 12 5 relies rely VERB fcis-31721 12 6 on on ADP fcis-31721 12 7 manual manual ADJ fcis-31721 12 8 calculations calculation NOUN fcis-31721 12 9 and and CCONJ fcis-31721 12 10 two two NUM fcis-31721 12 11 - - PUNCT fcis-31721 12 12 dimensional dimensional ADJ fcis-31721 12 13 drawings drawing NOUN fcis-31721 12 14 . . PUNCT fcis-31721 13 1 although although SCONJ fcis-31721 13 2 remarkable remarkable ADJ fcis-31721 13 3 results result NOUN fcis-31721 13 4 have have AUX fcis-31721 13 5 been be AUX fcis-31721 13 6 achieved achieve VERB fcis-31721 13 7 in in ADP fcis-31721 13 8 the the DET fcis-31721 13 9 past past ADJ fcis-31721 13 10 few few ADJ fcis-31721 13 11 decades decade NOUN fcis-31721 13 12 , , PUNCT fcis-31721 13 13 these these DET fcis-31721 13 14 traditional traditional ADJ fcis-31721 13 15 methods method NOUN fcis-31721 13 16 have have AUX fcis-31721 13 17 gradually gradually ADV fcis-31721 13 18 revealed reveal VERB fcis-31721 13 19 their their PRON fcis-31721 13 20 limitations limitation NOUN fcis-31721 13 21 with with ADP fcis-31721 13 22 the the DET fcis-31721 13 23 advancement advancement NOUN fcis-31721 13 24 of of ADP fcis-31721 13 25 science science NOUN fcis-31721 13 26 and and CCONJ fcis-31721 13 27 technology technology NOUN fcis-31721 13 28 and and CCONJ fcis-31721 13 29 changes change NOUN fcis-31721 13 30 in in ADP fcis-31721 13 31 industrial industrial ADJ fcis-31721 13 32 needs need NOUN fcis-31721 13 33 . . PUNCT fcis-31721 14 1 especially especially ADV fcis-31721 14 2 when when SCONJ fcis-31721 14 3 faced face VERB fcis-31721 14 4 with with ADP fcis-31721 14 5 complex complex ADJ fcis-31721 14 6 structures structure NOUN fcis-31721 14 7 and and CCONJ fcis-31721 14 8 highprecision highprecision NOUN fcis-31721 14 9 requirements requirement NOUN fcis-31721 14 10 , , PUNCT fcis-31721 14 11 traditional traditional ADJ fcis-31721 14 12 design design NOUN fcis-31721 14 13 methods method NOUN fcis-31721 14 14 can can AUX fcis-31721 14 15 not not PART fcis-31721 14 16 meet meet VERB fcis-31721 14 17 the the DET fcis-31721 14 18 requirements requirement NOUN fcis-31721 14 19 of of ADP fcis-31721 14 20 efficient efficient ADJ fcis-31721 14 21 and and CCONJ fcis-31721 14 22 accurate accurate ADJ fcis-31721 14 23 design design NOUN fcis-31721 14 24 . . PUNCT fcis-31721 15 1 therefore therefore ADV fcis-31721 15 2 , , PUNCT fcis-31721 15 3 the the DET fcis-31721 15 4 rise rise NOUN fcis-31721 15 5 of of ADP fcis-31721 15 6 computer computer NOUN fcis-31721 15 7 - - PUNCT fcis-31721 15 8 aided aid VERB fcis-31721 15 9 design design NOUN fcis-31721 15 10 ( ( PUNCT fcis-31721 15 11 cad cad NOUN fcis-31721 15 12 ) ) PUNCT fcis-31721 15 13 technology technology NOUN fcis-31721 15 14 , , PUNCT fcis-31721 15 15 especially especially ADV fcis-31721 15 16 in in ADP fcis-31721 15 17 the the DET fcis-31721 15 18 field field NOUN fcis-31721 15 19 of of ADP fcis-31721 15 20 3d 3d NUM fcis-31721 15 21 modeling modeling NOUN fcis-31721 15 22 and and CCONJ fcis-31721 15 23 simulation simulation NOUN fcis-31721 15 24 optimization optimization NOUN fcis-31721 15 25 , , PUNCT fcis-31721 15 26 has have AUX fcis-31721 15 27 gradually gradually ADV fcis-31721 15 28 become become VERB fcis-31721 15 29 an an DET fcis-31721 15 30 important important ADJ fcis-31721 15 31 tool tool NOUN fcis-31721 15 32 in in ADP fcis-31721 15 33 the the DET fcis-31721 15 34 field field NOUN fcis-31721 15 35 of of ADP fcis-31721 15 36 mechanical mechanical ADJ fcis-31721 15 37 design design NOUN fcis-31721 15 38 . . PUNCT fcis-31721 16 1 in in ADP fcis-31721 16 2 recent recent ADJ fcis-31721 16 3 years year NOUN fcis-31721 16 4 , , PUNCT fcis-31721 16 5 with with ADP fcis-31721 16 6 the the DET fcis-31721 16 7 development development NOUN fcis-31721 16 8 of of ADP fcis-31721 16 9 computer computer NOUN fcis-31721 16 10 techniques technique NOUN fcis-31721 16 11 and and CCONJ fcis-31721 16 12 numerical numerical ADJ fcis-31721 16 13 optimization optimization NOUN fcis-31721 16 14 algorithms algorithm NOUN fcis-31721 16 15 , , PUNCT fcis-31721 16 16 computer computer NOUN fcis-31721 16 17 aided aid VERB fcis-31721 16 18 3d 3d NUM fcis-31721 16 19 modeling modeling NOUN fcis-31721 16 20 and and CCONJ fcis-31721 16 21 simulation simulation NOUN fcis-31721 16 22 optimization optimization NOUN fcis-31721 16 23 in in ADP fcis-31721 16 24 machine machine NOUN fcis-31721 16 25 design design NOUN fcis-31721 16 26 have have AUX fcis-31721 16 27 been be AUX fcis-31721 16 28 applied apply VERB fcis-31721 16 29 in in ADP fcis-31721 16 30 practice practice NOUN fcis-31721 16 31 . . PUNCT fcis-31721 17 1 through through ADP fcis-31721 17 2 3d 3d PROPN fcis-31721 17 3 modeling modeling NOUN fcis-31721 17 4 , , PUNCT fcis-31721 17 5 the the DET fcis-31721 17 6 designer designer NOUN fcis-31721 17 7 can can AUX fcis-31721 17 8 make make VERB fcis-31721 17 9 more more ADV fcis-31721 17 10 intuitive intuitive ADJ fcis-31721 17 11 understanding understanding NOUN fcis-31721 17 12 and and CCONJ fcis-31721 17 13 adjustment adjustment NOUN fcis-31721 17 14 of of ADP fcis-31721 17 15 the the DET fcis-31721 17 16 design design NOUN fcis-31721 17 17 plan plan NOUN fcis-31721 17 18 [ [ X fcis-31721 17 19 1 1 NUM fcis-31721 17 20 ] ] PUNCT fcis-31721 17 21 . . PUNCT fcis-31721 18 1 moreover moreover ADV fcis-31721 18 2 , , PUNCT fcis-31721 18 3 the the DET fcis-31721 18 4 simulation simulation NOUN fcis-31721 18 5 optimization optimization NOUN fcis-31721 18 6 can can AUX fcis-31721 18 7 forecast forecast VERB fcis-31721 18 8 the the DET fcis-31721 18 9 performance performance NOUN fcis-31721 18 10 , , PUNCT fcis-31721 18 11 the the DET fcis-31721 18 12 structural structural ADJ fcis-31721 18 13 analysis analysis NOUN fcis-31721 18 14 and and CCONJ fcis-31721 18 15 the the DET fcis-31721 18 16 fault fault NOUN fcis-31721 18 17 detection detection NOUN fcis-31721 18 18 in in ADP fcis-31721 18 19 the the DET fcis-31721 18 20 virtual virtual ADJ fcis-31721 18 21 environment environment NOUN fcis-31721 18 22 , , PUNCT fcis-31721 18 23 which which PRON fcis-31721 18 24 can can AUX fcis-31721 18 25 greatly greatly ADV fcis-31721 18 26 increase increase VERB fcis-31721 18 27 the the DET fcis-31721 18 28 precision precision NOUN fcis-31721 18 29 and and CCONJ fcis-31721 18 30 efficiency efficiency NOUN fcis-31721 18 31 of of ADP fcis-31721 18 32 the the DET fcis-31721 18 33 design design NOUN fcis-31721 18 34 . . PUNCT fcis-31721 19 1 however however ADV fcis-31721 19 2 , , PUNCT fcis-31721 19 3 there there PRON fcis-31721 19 4 are be VERB fcis-31721 19 5 still still ADV fcis-31721 19 6 many many ADJ fcis-31721 19 7 challenges challenge NOUN fcis-31721 19 8 in in ADP fcis-31721 19 9 3d 3d NUM fcis-31721 19 10 modeling modeling NOUN fcis-31721 19 11 and and CCONJ fcis-31721 19 12 simulation simulation NOUN fcis-31721 19 13 , , PUNCT fcis-31721 19 14 especially especially ADV fcis-31721 19 15 in in ADP fcis-31721 19 16 how how SCONJ fcis-31721 19 17 to to PART fcis-31721 19 18 use use VERB fcis-31721 19 19 innovative innovative ADJ fcis-31721 19 20 algorithms algorithm NOUN fcis-31721 19 21 to to PART fcis-31721 19 22 increase increase VERB fcis-31721 19 23 the the DET fcis-31721 19 24 precision precision NOUN fcis-31721 19 25 of of ADP fcis-31721 19 26 design design NOUN fcis-31721 19 27 and and CCONJ fcis-31721 19 28 optimization optimization NOUN fcis-31721 19 29 . . PUNCT fcis-31721 20 1 [ [ X fcis-31721 20 2 2 2 NUM fcis-31721 20 3 ] ] PUNCT fcis-31721 20 4 to to PART fcis-31721 20 5 deal deal VERB fcis-31721 20 6 with with ADP fcis-31721 20 7 these these DET fcis-31721 20 8 challenges challenge NOUN fcis-31721 20 9 , , PUNCT fcis-31721 20 10 a a DET fcis-31721 20 11 novel novel ADJ fcis-31721 20 12 computer computer NOUN fcis-31721 20 13 aided aid VERB fcis-31721 20 14 3d 3d NUM fcis-31721 20 15 modeling modeling NOUN fcis-31721 20 16 and and CCONJ fcis-31721 20 17 simulation simulation NOUN fcis-31721 20 18 optimization optimization NOUN fcis-31721 20 19 model model NOUN fcis-31721 20 20 is be AUX fcis-31721 20 21 presented present VERB fcis-31721 20 22 , , PUNCT fcis-31721 20 23 and and CCONJ fcis-31721 20 24 its its PRON fcis-31721 20 25 advantages advantage NOUN fcis-31721 20 26 and and CCONJ fcis-31721 20 27 prospects prospect NOUN fcis-31721 20 28 are be AUX fcis-31721 20 29 discussed discuss VERB fcis-31721 20 30 . . PUNCT fcis-31721 21 1 2 2 X fcis-31721 21 2 . . X fcis-31721 21 3 algorithm algorithm NOUN fcis-31721 21 4 design design NOUN fcis-31721 21 5 and and CCONJ fcis-31721 21 6 model model NOUN fcis-31721 21 7 establishment establishment NOUN fcis-31721 21 8 computer computer NOUN fcis-31721 21 9 - - PUNCT fcis-31721 21 10 aided aid VERB fcis-31721 21 11 3d 3d NUM fcis-31721 21 12 modeling modeling NOUN fcis-31721 21 13 technology technology NOUN fcis-31721 21 14 ( ( PUNCT fcis-31721 21 15 cad cad NOUN fcis-31721 21 16 ) ) PUNCT fcis-31721 21 17 refers refer VERB fcis-31721 21 18 to to ADP fcis-31721 21 19 a a DET fcis-31721 21 20 design design NOUN fcis-31721 21 21 method method NOUN fcis-31721 21 22 that that PRON fcis-31721 21 23 uses use VERB fcis-31721 21 24 computer computer NOUN fcis-31721 21 25 software software NOUN fcis-31721 21 26 tools tool NOUN fcis-31721 21 27 to to PART fcis-31721 21 28 generate generate VERB fcis-31721 21 29 3d 3d NUM fcis-31721 21 30 object object NOUN fcis-31721 21 31 models model NOUN fcis-31721 21 32 . . PUNCT fcis-31721 22 1 3d 3d NUM fcis-31721 22 2 modeling modeling NOUN fcis-31721 22 3 can can AUX fcis-31721 22 4 not not PART fcis-31721 22 5 only only ADV fcis-31721 22 6 provide provide VERB fcis-31721 22 7 designers designer NOUN fcis-31721 22 8 with with ADP fcis-31721 22 9 more more ADV fcis-31721 22 10 intuitive intuitive ADJ fcis-31721 22 11 visual visual ADJ fcis-31721 22 12 effects effect NOUN fcis-31721 22 13 , , PUNCT fcis-31721 22 14 but but CCONJ fcis-31721 22 15 also also ADV fcis-31721 22 16 simulate simulate VERB fcis-31721 22 17 and and CCONJ fcis-31721 22 18 test test VERB fcis-31721 22 19 various various ADJ fcis-31721 22 20 mechanical mechanical ADJ fcis-31721 22 21 and and CCONJ fcis-31721 22 22 thermal thermal ADJ fcis-31721 22 23 problems problem NOUN fcis-31721 22 24 in in ADP fcis-31721 22 25 actual actual ADJ fcis-31721 22 26 engineering engineering NOUN fcis-31721 22 27 during during ADP fcis-31721 22 28 the the DET fcis-31721 22 29 design design NOUN fcis-31721 22 30 process process NOUN fcis-31721 22 31 [ [ X fcis-31721 22 32 3 3 NUM fcis-31721 22 33 ] ] PUNCT fcis-31721 22 34 . . PUNCT fcis-31721 23 1 the the DET fcis-31721 23 2 core core NOUN fcis-31721 23 3 advantage advantage NOUN fcis-31721 23 4 of of ADP fcis-31721 23 5 3d 3d NUM fcis-31721 23 6 modeling modeling NOUN fcis-31721 23 7 is be AUX fcis-31721 23 8 that that SCONJ fcis-31721 23 9 it it PRON fcis-31721 23 10 can can AUX fcis-31721 23 11 continuously continuously ADV fcis-31721 23 12 optimize optimize VERB fcis-31721 23 13 the the DET fcis-31721 23 14 design design NOUN fcis-31721 23 15 through through ADP fcis-31721 23 16 virtual virtual ADJ fcis-31721 23 17 models model NOUN fcis-31721 23 18 , , PUNCT fcis-31721 23 19 and and CCONJ fcis-31721 23 20 greatly greatly ADV fcis-31721 23 21 reduce reduce VERB fcis-31721 23 22 the the DET fcis-31721 23 23 errors error NOUN fcis-31721 23 24 and and CCONJ fcis-31721 23 25 rework rework NOUN fcis-31721 23 26 in in ADP fcis-31721 23 27 the the DET fcis-31721 23 28 traditional traditional ADJ fcis-31721 23 29 model model NOUN fcis-31721 23 30 design design NOUN fcis-31721 23 31 process process NOUN fcis-31721 23 32 . . PUNCT fcis-31721 24 1 complementary complementary ADJ fcis-31721 24 2 to to ADP fcis-31721 24 3 3d 3d NUM fcis-31721 24 4 modeling modeling NOUN fcis-31721 24 5 technology technology NOUN fcis-31721 24 6 is be AUX fcis-31721 24 7 simulation simulation NOUN fcis-31721 24 8 optimization optimization NOUN fcis-31721 24 9 technology technology NOUN fcis-31721 24 10 . . PUNCT fcis-31721 25 1 simulation simulation NOUN fcis-31721 25 2 optimization optimization NOUN fcis-31721 25 3 technology technology NOUN fcis-31721 25 4 simulates simulate VERB fcis-31721 25 5 the the DET fcis-31721 25 6 physical physical ADJ fcis-31721 25 7 , , PUNCT fcis-31721 25 8 mechanical mechanical ADJ fcis-31721 25 9 , , PUNCT fcis-31721 25 10 thermal thermal ADJ fcis-31721 25 11 and and CCONJ fcis-31721 25 12 other other ADJ fcis-31721 25 13 properties property NOUN fcis-31721 25 14 in in ADP fcis-31721 25 15 the the DET fcis-31721 25 16 real real ADJ fcis-31721 25 17 environment environment NOUN fcis-31721 25 18 by by ADP fcis-31721 25 19 virtual virtual ADJ fcis-31721 25 20 testing testing NOUN fcis-31721 25 21 of of ADP fcis-31721 25 22 3d 3d PROPN fcis-31721 25 23 models model NOUN fcis-31721 25 24 to to PART fcis-31721 25 25 evaluate evaluate VERB fcis-31721 25 26 the the DET fcis-31721 25 27 advantages advantage NOUN fcis-31721 25 28 and and CCONJ fcis-31721 25 29 disadvantages disadvantage NOUN fcis-31721 25 30 of of ADP fcis-31721 25 31 the the DET fcis-31721 25 32 design design NOUN fcis-31721 25 33 [ [ X fcis-31721 25 34 4 4 NUM fcis-31721 25 35 ] ] PUNCT fcis-31721 25 36 . . PUNCT fcis-31721 26 1 this this DET fcis-31721 26 2 process process NOUN fcis-31721 26 3 can can AUX fcis-31721 26 4 not not PART fcis-31721 26 5 only only ADV fcis-31721 26 6 discover discover VERB fcis-31721 26 7 potential potential ADJ fcis-31721 26 8 design design NOUN fcis-31721 26 9 defects defect NOUN fcis-31721 26 10 , , PUNCT fcis-31721 26 11 but but CCONJ fcis-31721 26 12 also also ADV fcis-31721 26 13 provide provide VERB fcis-31721 26 14 designers designer NOUN fcis-31721 26 15 with with ADP fcis-31721 26 16 improved improved ADJ fcis-31721 26 17 solutions solution NOUN fcis-31721 26 18 , , PUNCT fcis-31721 26 19 thereby thereby ADV fcis-31721 26 20 achieving achieve VERB fcis-31721 26 21 efficient efficient ADJ fcis-31721 26 22 design design NOUN fcis-31721 26 23 iteration iteration NOUN fcis-31721 26 24 and and CCONJ fcis-31721 26 25 optimization optimization NOUN fcis-31721 26 26 . . PUNCT fcis-31721 27 1 by by ADP fcis-31721 27 2 combining combine VERB fcis-31721 27 3 with with ADP fcis-31721 27 4 simulation simulation NOUN fcis-31721 27 5 software software NOUN fcis-31721 27 6 , , PUNCT fcis-31721 27 7 designers designer NOUN fcis-31721 27 8 can can AUX fcis-31721 27 9 find find VERB fcis-31721 27 10 possible possible ADJ fcis-31721 27 11 problems problem NOUN fcis-31721 27 12 at at ADP fcis-31721 27 13 an an DET fcis-31721 27 14 early early ADJ fcis-31721 27 15 stage stage NOUN fcis-31721 27 16 and and CCONJ fcis-31721 27 17 avoid avoid VERB fcis-31721 27 18 costly costly ADJ fcis-31721 27 19 corrections correction NOUN fcis-31721 27 20 in in ADP fcis-31721 27 21 the the DET fcis-31721 27 22 production production NOUN fcis-31721 27 23 stage stage NOUN fcis-31721 27 24 , , PUNCT fcis-31721 27 25 which which PRON fcis-31721 27 26 greatly greatly ADV fcis-31721 27 27 improves improve VERB fcis-31721 27 28 design design NOUN fcis-31721 27 29 efficiency efficiency NOUN fcis-31721 27 30 and and CCONJ fcis-31721 27 31 product product NOUN fcis-31721 27 32 quality quality NOUN fcis-31721 27 33 . . PUNCT fcis-31721 28 1 2.1 2.1 NUM fcis-31721 28 2 . . PUNCT fcis-31721 28 3 innovative innovative ADJ fcis-31721 28 4 algorithm algorithm NOUN fcis-31721 28 5 framework framework NOUN fcis-31721 28 6 in in ADP fcis-31721 28 7 traditional traditional ADJ fcis-31721 28 8 mechanical mechanical ADJ fcis-31721 28 9 design design NOUN fcis-31721 28 10 , , PUNCT fcis-31721 28 11 optimization optimization NOUN fcis-31721 28 12 algorithms algorithm NOUN fcis-31721 28 13 often often ADV fcis-31721 28 14 focus focus VERB fcis-31721 28 15 on on ADP fcis-31721 28 16 single single ADJ fcis-31721 28 17 - - PUNCT fcis-31721 28 18 objective objective ADJ fcis-31721 28 19 optimization optimization NOUN fcis-31721 28 20 ( ( PUNCT fcis-31721 28 21 such such ADJ fcis-31721 28 22 as as ADP fcis-31721 28 23 structural structural ADJ fcis-31721 28 24 strength strength NOUN fcis-31721 28 25 or or CCONJ fcis-31721 28 26 weight weight NOUN fcis-31721 28 27 optimization optimization NOUN fcis-31721 28 28 ) ) PUNCT fcis-31721 28 29 , , PUNCT fcis-31721 28 30 but but CCONJ fcis-31721 28 31 actual actual ADJ fcis-31721 28 32 design design NOUN fcis-31721 28 33 often often ADV fcis-31721 28 34 involves involve VERB fcis-31721 28 35 multiple multiple ADJ fcis-31721 28 36 conflicting conflicting ADJ fcis-31721 28 37 objectives objective NOUN fcis-31721 28 38 . . PUNCT fcis-31721 29 1 for for ADP fcis-31721 29 2 example example NOUN fcis-31721 29 3 , , PUNCT fcis-31721 29 4 increasing increase VERB fcis-31721 29 5 structural structural ADJ fcis-31721 29 6 strength strength NOUN fcis-31721 29 7 may may AUX fcis-31721 29 8 increase increase VERB fcis-31721 29 9 weight weight NOUN fcis-31721 29 10 , , PUNCT fcis-31721 29 11 while while SCONJ fcis-31721 29 12 reducing reduce VERB fcis-31721 29 13 weight weight NOUN fcis-31721 29 14 may may AUX fcis-31721 29 15 reduce reduce VERB fcis-31721 29 16 the the DET fcis-31721 29 17 load load NOUN fcis-31721 29 18 - - PUNCT fcis-31721 29 19 bearing bear VERB fcis-31721 29 20 capacity capacity NOUN fcis-31721 29 21 of of ADP fcis-31721 29 22 the the DET fcis-31721 29 23 structure structure NOUN fcis-31721 30 1 [ [ X fcis-31721 30 2 5 5 NUM fcis-31721 30 3 ] ] PUNCT fcis-31721 30 4 . . PUNCT fcis-31721 31 1 therefore therefore ADV fcis-31721 31 2 , , PUNCT fcis-31721 31 3 how how SCONJ fcis-31721 31 4 to to PART fcis-31721 31 5 find find VERB fcis-31721 31 6 a a DET fcis-31721 31 7 balance balance NOUN fcis-31721 31 8 between between ADP fcis-31721 31 9 multiple multiple ADJ fcis-31721 31 10 objectives objective NOUN fcis-31721 31 11 is be AUX fcis-31721 31 12 a a DET fcis-31721 31 13 difficult difficult ADJ fcis-31721 31 14 problem problem NOUN fcis-31721 31 15 in in ADP fcis-31721 31 16 mechanical mechanical ADJ fcis-31721 31 17 design design NOUN fcis-31721 31 18 . . PUNCT fcis-31721 32 1 this this DET fcis-31721 32 2 study study NOUN fcis-31721 32 3 proposes propose VERB fcis-31721 32 4 a a DET fcis-31721 32 5 multi multi ADJ fcis-31721 32 6 - - ADJ fcis-31721 32 7 objective objective ADJ fcis-31721 32 8 optimization optimization NOUN fcis-31721 32 9 model model NOUN fcis-31721 32 10 based base VERB fcis-31721 32 11 on on ADP fcis-31721 32 12 the the DET fcis-31721 32 13 combination combination NOUN fcis-31721 32 14 of of ADP fcis-31721 32 15 ga ga PROPN fcis-31721 32 16 and and CCONJ fcis-31721 32 17 particle particle NOUN fcis-31721 32 18 swarm swarm NOUN fcis-31721 32 19 10 10 NUM fcis-31721 32 20 optimization optimization NOUN fcis-31721 32 21 , , PUNCT fcis-31721 32 22 and and CCONJ fcis-31721 32 23 performs perform VERB fcis-31721 32 24 systematic systematic ADJ fcis-31721 32 25 optimization optimization NOUN fcis-31721 32 26 through through ADP fcis-31721 32 27 the the DET fcis-31721 32 28 combination combination NOUN fcis-31721 32 29 of of ADP fcis-31721 32 30 simulation simulation NOUN fcis-31721 32 31 analysis analysis NOUN fcis-31721 32 32 and and CCONJ fcis-31721 32 33 three three NUM fcis-31721 32 34 - - PUNCT fcis-31721 32 35 dimensional dimensional ADJ fcis-31721 32 36 modeling modeling NOUN fcis-31721 32 37 . . PUNCT fcis-31721 33 1 2.1.1 2.1.1 X fcis-31721 33 2 . . X fcis-31721 33 3 combination combination NOUN fcis-31721 33 4 of of ADP fcis-31721 33 5 ga ga PROPN fcis-31721 33 6 and and CCONJ fcis-31721 33 7 particle particle NOUN fcis-31721 33 8 swarm swarm NOUN fcis-31721 33 9 optimization optimization PROPN fcis-31721 33 10 ga ga PROPN fcis-31721 33 11 is be AUX fcis-31721 33 12 a a DET fcis-31721 33 13 kind kind NOUN fcis-31721 33 14 of of ADP fcis-31721 33 15 global global ADJ fcis-31721 33 16 optimization optimization NOUN fcis-31721 33 17 algorithm algorithm NOUN fcis-31721 33 18 , , PUNCT fcis-31721 33 19 which which PRON fcis-31721 33 20 can can AUX fcis-31721 33 21 be be AUX fcis-31721 33 22 used use VERB fcis-31721 33 23 to to PART fcis-31721 33 24 solve solve VERB fcis-31721 33 25 high high ADJ fcis-31721 33 26 dimensional dimensional ADJ fcis-31721 33 27 complex complex ADJ fcis-31721 33 28 problems problem NOUN fcis-31721 33 29 . . PUNCT fcis-31721 34 1 the the DET fcis-31721 34 2 global global ADJ fcis-31721 34 3 optimum optimum ADJ fcis-31721 34 4 solution solution NOUN fcis-31721 34 5 is be AUX fcis-31721 34 6 found find VERB fcis-31721 34 7 through through ADP fcis-31721 34 8 simulation simulation NOUN fcis-31721 34 9 of of ADP fcis-31721 34 10 " " PUNCT fcis-31721 34 11 selection selection NOUN fcis-31721 34 12 " " PUNCT fcis-31721 34 13 , , PUNCT fcis-31721 34 14 " " PUNCT fcis-31721 34 15 crossing crossing NOUN fcis-31721 34 16 " " PUNCT fcis-31721 34 17 and and CCONJ fcis-31721 34 18 " " PUNCT fcis-31721 34 19 mutation mutation NOUN fcis-31721 34 20 " " PUNCT fcis-31721 34 21 . . PUNCT fcis-31721 35 1 however however ADV fcis-31721 35 2 , , PUNCT fcis-31721 35 3 ga ga PROPN fcis-31721 35 4 has have VERB fcis-31721 35 5 the the DET fcis-31721 35 6 disadvantage disadvantage NOUN fcis-31721 35 7 of of ADP fcis-31721 35 8 slow slow ADJ fcis-31721 35 9 convergence convergence NOUN fcis-31721 35 10 , , PUNCT fcis-31721 35 11 which which PRON fcis-31721 35 12 can can AUX fcis-31721 35 13 lead lead VERB fcis-31721 35 14 to to ADP fcis-31721 35 15 a a DET fcis-31721 35 16 local local ADJ fcis-31721 35 17 optimum optimum ADJ fcis-31721 35 18 solution solution NOUN fcis-31721 35 19 [ [ X fcis-31721 35 20 6 6 NUM fcis-31721 35 21 ] ] PUNCT fcis-31721 35 22 . . PUNCT fcis-31721 36 1 in in ADP fcis-31721 36 2 order order NOUN fcis-31721 36 3 to to PART fcis-31721 36 4 overcome overcome VERB fcis-31721 36 5 this this DET fcis-31721 36 6 shortcoming shortcoming NOUN fcis-31721 36 7 , , PUNCT fcis-31721 36 8 pso pso NOUN fcis-31721 36 9 , , PUNCT fcis-31721 36 10 which which PRON fcis-31721 36 11 is be AUX fcis-31721 36 12 a a DET fcis-31721 36 13 kind kind NOUN fcis-31721 36 14 of of ADP fcis-31721 36 15 optimization optimization NOUN fcis-31721 36 16 algorithm algorithm NOUN fcis-31721 36 17 based base VERB fcis-31721 36 18 on on ADP fcis-31721 36 19 swarm swarm NOUN fcis-31721 36 20 intelligence intelligence NOUN fcis-31721 36 21 , , PUNCT fcis-31721 36 22 can can AUX fcis-31721 36 23 speed speed VERB fcis-31721 36 24 up up ADP fcis-31721 36 25 convergence convergence NOUN fcis-31721 36 26 . . PUNCT fcis-31721 37 1 so so ADV fcis-31721 37 2 , , PUNCT fcis-31721 37 3 combining combine VERB fcis-31721 37 4 the the DET fcis-31721 37 5 merits merit NOUN fcis-31721 37 6 of of ADP fcis-31721 37 7 ga ga PROPN fcis-31721 37 8 and and CCONJ fcis-31721 37 9 pso pso NOUN fcis-31721 37 10 , , PUNCT fcis-31721 37 11 the the DET fcis-31721 37 12 paper paper NOUN fcis-31721 37 13 can can AUX fcis-31721 37 14 make make VERB fcis-31721 37 15 use use NOUN fcis-31721 37 16 of of ADP fcis-31721 37 17 ga ga PROPN fcis-31721 37 18 's 's PART fcis-31721 37 19 superiority superiority NOUN fcis-31721 37 20 in in ADP fcis-31721 37 21 global global ADJ fcis-31721 37 22 search search NOUN fcis-31721 37 23 , , PUNCT fcis-31721 37 24 and and CCONJ fcis-31721 37 25 make make VERB fcis-31721 37 26 full full ADJ fcis-31721 37 27 use use NOUN fcis-31721 37 28 of of ADP fcis-31721 37 29 the the DET fcis-31721 37 30 accuracy accuracy NOUN fcis-31721 37 31 of of ADP fcis-31721 37 32 pso pso NOUN fcis-31721 37 33 . . PUNCT fcis-31721 38 1 the the DET fcis-31721 38 2 basic basic ADJ fcis-31721 38 3 frame frame NOUN fcis-31721 38 4 of of ADP fcis-31721 38 5 the the DET fcis-31721 38 6 hybrid hybrid ADJ fcis-31721 38 7 optimization optimization NOUN fcis-31721 38 8 algorithm algorithm NOUN fcis-31721 38 9 can can AUX fcis-31721 38 10 be be AUX fcis-31721 38 11 expressed express VERB fcis-31721 38 12 by by ADP fcis-31721 38 13 the the DET fcis-31721 38 14 following follow VERB fcis-31721 38 15 formula formula NOUN fcis-31721 38 16 : : PUNCT fcis-31721 38 17 𝐹 𝐹 PROPN fcis-31721 39 1 π‘₯ π‘₯ X fcis-31721 39 2 πœ† πœ† PRON fcis-31721 39 3 𝐹 𝐹 PROPN fcis-31721 40 1 π‘₯ π‘₯ X fcis-31721 40 2 πœ† πœ† PRON fcis-31721 40 3 𝐹 𝐹 PROPN fcis-31721 40 4 π‘₯ π‘₯ PROPN fcis-31721 40 5 ( ( PUNCT fcis-31721 40 6 1 1 NUM fcis-31721 40 7 ) ) PUNCT fcis-31721 40 8 among among ADP fcis-31721 40 9 them they PRON fcis-31721 40 10 , , PUNCT fcis-31721 40 11 𝐹 𝐹 PROPN fcis-31721 40 12 π‘₯ π‘₯ PROPN fcis-31721 40 13 is be AUX fcis-31721 40 14 a a DET fcis-31721 40 15 hybrid hybrid ADJ fcis-31721 40 16 optimization optimization NOUN fcis-31721 40 17 function function NOUN fcis-31721 40 18 , , PUNCT fcis-31721 40 19 𝐹 𝐹 PROPN fcis-31721 41 1 π‘₯ π‘₯ PROPN fcis-31721 42 1 and and CCONJ fcis-31721 42 2 𝐹 𝐹 PROPN fcis-31721 42 3 π‘₯ π‘₯ PROPN fcis-31721 42 4 represent represent VERB fcis-31721 42 5 the the DET fcis-31721 42 6 objective objective ADJ fcis-31721 42 7 functions function NOUN fcis-31721 42 8 of of ADP fcis-31721 42 9 ga ga PROPN fcis-31721 42 10 and and CCONJ fcis-31721 42 11 pso pso NOUN fcis-31721 42 12 respectively respectively ADV fcis-31721 42 13 , , PUNCT fcis-31721 42 14 and and CCONJ fcis-31721 42 15 πœ† πœ† NOUN fcis-31721 42 16 and and CCONJ fcis-31721 42 17 πœ† πœ† NOUN fcis-31721 42 18 are be AUX fcis-31721 42 19 adjustment adjustment NOUN fcis-31721 42 20 factors factor NOUN fcis-31721 42 21 that that PRON fcis-31721 42 22 control control VERB fcis-31721 42 23 the the DET fcis-31721 42 24 weights weight NOUN fcis-31721 42 25 of of ADP fcis-31721 42 26 ga ga PROPN fcis-31721 42 27 and and CCONJ fcis-31721 42 28 pso pso NOUN fcis-31721 42 29 . . PUNCT fcis-31721 43 1 through through ADP fcis-31721 43 2 this this DET fcis-31721 43 3 framework framework NOUN fcis-31721 43 4 , , PUNCT fcis-31721 43 5 the the DET fcis-31721 43 6 model model NOUN fcis-31721 43 7 can can AUX fcis-31721 43 8 effectively effectively ADV fcis-31721 43 9 combine combine VERB fcis-31721 43 10 the the DET fcis-31721 43 11 advantages advantage NOUN fcis-31721 43 12 of of ADP fcis-31721 43 13 both both PRON fcis-31721 43 14 in in ADP fcis-31721 43 15 the the DET fcis-31721 43 16 optimization optimization NOUN fcis-31721 43 17 process process NOUN fcis-31721 43 18 . . PUNCT fcis-31721 44 1 2.1.2 2.1.2 X fcis-31721 44 2 . . PUNCT fcis-31721 44 3 multi multi ADJ fcis-31721 44 4 - - ADJ fcis-31721 44 5 objective objective ADJ fcis-31721 44 6 optimization optimization NOUN fcis-31721 44 7 multi multi ADJ fcis-31721 44 8 - - ADJ fcis-31721 44 9 objective objective ADJ fcis-31721 44 10 optimization optimization NOUN fcis-31721 44 11 is be AUX fcis-31721 44 12 particularly particularly ADV fcis-31721 44 13 important important ADJ fcis-31721 44 14 in in ADP fcis-31721 44 15 mechanical mechanical ADJ fcis-31721 44 16 design design NOUN fcis-31721 44 17 , , PUNCT fcis-31721 44 18 especially especially ADV fcis-31721 44 19 when when SCONJ fcis-31721 44 20 the the DET fcis-31721 44 21 design design NOUN fcis-31721 44 22 involves involve VERB fcis-31721 44 23 multiple multiple ADJ fcis-31721 44 24 objectives objective NOUN fcis-31721 44 25 and and CCONJ fcis-31721 44 26 these these DET fcis-31721 44 27 objectives objective NOUN fcis-31721 44 28 constrain constrain VERB fcis-31721 44 29 each each DET fcis-31721 44 30 other other ADJ fcis-31721 44 31 . . PUNCT fcis-31721 45 1 design design NOUN fcis-31721 45 2 objectives objective NOUN fcis-31721 45 3 include include VERB fcis-31721 45 4 structural structural ADJ fcis-31721 45 5 strength strength NOUN fcis-31721 45 6 , , PUNCT fcis-31721 45 7 weight weight NOUN fcis-31721 45 8 , , PUNCT fcis-31721 45 9 cost cost NOUN fcis-31721 45 10 and and CCONJ fcis-31721 45 11 other other ADJ fcis-31721 45 12 aspects aspect NOUN fcis-31721 45 13 . . PUNCT fcis-31721 46 1 these these DET fcis-31721 46 2 objectives objective NOUN fcis-31721 46 3 are be AUX fcis-31721 46 4 usually usually ADV fcis-31721 46 5 contradictory contradictory ADJ fcis-31721 46 6 . . PUNCT fcis-31721 47 1 for for ADP fcis-31721 47 2 example example NOUN fcis-31721 47 3 , , PUNCT fcis-31721 47 4 increasing increase VERB fcis-31721 47 5 the the DET fcis-31721 47 6 strength strength NOUN fcis-31721 47 7 of of ADP fcis-31721 47 8 the the DET fcis-31721 47 9 material material NOUN fcis-31721 47 10 will will AUX fcis-31721 47 11 lead lead VERB fcis-31721 47 12 to to ADP fcis-31721 47 13 increased increase VERB fcis-31721 47 14 weight weight NOUN fcis-31721 47 15 [ [ X fcis-31721 47 16 7 7 NUM fcis-31721 47 17 ] ] PUNCT fcis-31721 47 18 . . PUNCT fcis-31721 48 1 therefore therefore ADV fcis-31721 48 2 , , PUNCT fcis-31721 48 3 it it PRON fcis-31721 48 4 is be AUX fcis-31721 48 5 necessary necessary ADJ fcis-31721 48 6 to to PART fcis-31721 48 7 find find VERB fcis-31721 48 8 the the DET fcis-31721 48 9 best good ADJ fcis-31721 48 10 balance balance NOUN fcis-31721 48 11 between between ADP fcis-31721 48 12 these these DET fcis-31721 48 13 objectives objective NOUN fcis-31721 48 14 . . PUNCT fcis-31721 49 1 in in ADP fcis-31721 49 2 order order NOUN fcis-31721 49 3 to to PART fcis-31721 49 4 achieve achieve VERB fcis-31721 49 5 multi multi ADJ fcis-31721 49 6 - - ADJ fcis-31721 49 7 objective objective ADJ fcis-31721 49 8 optimization optimization NOUN fcis-31721 49 9 , , PUNCT fcis-31721 49 10 this this DET fcis-31721 49 11 paper paper NOUN fcis-31721 49 12 uses use VERB fcis-31721 49 13 the the DET fcis-31721 49 14 concept concept NOUN fcis-31721 49 15 of of ADP fcis-31721 49 16 pareto pareto ADJ fcis-31721 49 17 optimal optimal ADJ fcis-31721 49 18 solution solution NOUN fcis-31721 49 19 . . PUNCT fcis-31721 50 1 given give VERB fcis-31721 50 2 multiple multiple ADJ fcis-31721 50 3 objective objective ADJ fcis-31721 50 4 functions function NOUN fcis-31721 50 5 𝑓 𝑓 ADV fcis-31721 50 6 π‘₯ π‘₯ X fcis-31721 50 7 , , PUNCT fcis-31721 50 8 𝑓 𝑓 PRON fcis-31721 50 9 π‘₯ π‘₯ X fcis-31721 50 10 , , PUNCT fcis-31721 50 11 … … PUNCT fcis-31721 50 12 , , PUNCT fcis-31721 50 13 𝑓 𝑓 DET fcis-31721 50 14 π‘₯ π‘₯ X fcis-31721 50 15 , , PUNCT fcis-31721 50 16 the the DET fcis-31721 50 17 optimization optimization NOUN fcis-31721 50 18 goal goal NOUN fcis-31721 50 19 is be AUX fcis-31721 50 20 to to PART fcis-31721 50 21 find find VERB fcis-31721 50 22 a a DET fcis-31721 50 23 solution solution NOUN fcis-31721 50 24 set set VERB fcis-31721 50 25 π‘₯βˆ— π‘₯βˆ— PROPN fcis-31721 50 26 so so SCONJ fcis-31721 50 27 that that SCONJ fcis-31721 50 28 no no DET fcis-31721 50 29 other other ADJ fcis-31721 50 30 solution solution NOUN fcis-31721 50 31 in in ADP fcis-31721 50 32 all all DET fcis-31721 50 33 objective objective ADJ fcis-31721 50 34 functions function NOUN fcis-31721 50 35 can can AUX fcis-31721 50 36 be be AUX fcis-31721 50 37 better well ADJ fcis-31721 50 38 than than ADP fcis-31721 50 39 this this DET fcis-31721 50 40 solution solution NOUN fcis-31721 50 41 in in ADP fcis-31721 50 42 all all DET fcis-31721 50 43 objectives objective NOUN fcis-31721 50 44 at at ADP fcis-31721 50 45 the the DET fcis-31721 50 46 same same ADJ fcis-31721 50 47 time time NOUN fcis-31721 50 48 . . PUNCT fcis-31721 51 1 mathematically mathematically ADV fcis-31721 51 2 , , PUNCT fcis-31721 51 3 it it PRON fcis-31721 51 4 can can AUX fcis-31721 51 5 be be AUX fcis-31721 51 6 expressed express VERB fcis-31721 51 7 as as ADP fcis-31721 51 8 : : PUNCT fcis-31721 51 9 𝑓 𝑓 DET fcis-31721 51 10 π‘₯βˆ— π‘₯βˆ— NOUN fcis-31721 51 11 𝑓 𝑓 PRON fcis-31721 51 12 π‘₯ π‘₯ X fcis-31721 51 13 βˆ€π‘– βˆ€π‘– PROPN fcis-31721 51 14 and and CCONJ fcis-31721 51 15 βˆƒπ‘— βˆƒπ‘— NOUN fcis-31721 51 16 make make VERB fcis-31721 51 17 𝑓 𝑓 DET fcis-31721 51 18 π‘₯βˆ— π‘₯βˆ— NOUN fcis-31721 51 19 𝑓 𝑓 PRON fcis-31721 51 20 π‘₯ π‘₯ X fcis-31721 51 21 ( ( PUNCT fcis-31721 51 22 2 2 NUM fcis-31721 51 23 ) ) PUNCT fcis-31721 51 24 among among ADP fcis-31721 51 25 them they PRON fcis-31721 51 26 , , PUNCT fcis-31721 51 27 π‘₯βˆ— π‘₯βˆ— PROPN fcis-31721 51 28 is be AUX fcis-31721 51 29 the the DET fcis-31721 51 30 pareto pareto ADJ fcis-31721 51 31 optimal optimal ADJ fcis-31721 51 32 solution solution NOUN fcis-31721 51 33 and and CCONJ fcis-31721 51 34 is be AUX fcis-31721 51 35 better well ADJ fcis-31721 51 36 than than ADP fcis-31721 51 37 other other ADJ fcis-31721 51 38 solutions solution NOUN fcis-31721 51 39 in in ADP fcis-31721 51 40 at at ADV fcis-31721 51 41 least least ADV fcis-31721 51 42 one one NUM fcis-31721 51 43 objective objective NOUN fcis-31721 51 44 . . PUNCT fcis-31721 52 1 2.2 2.2 NUM fcis-31721 52 2 . . PUNCT fcis-31721 52 3 algorithm algorithm NOUN fcis-31721 52 4 flow flow NOUN fcis-31721 52 5 in in ADP fcis-31721 52 6 the the DET fcis-31721 52 7 optimization optimization NOUN fcis-31721 52 8 model model NOUN fcis-31721 52 9 proposed propose VERB fcis-31721 52 10 in in ADP fcis-31721 52 11 this this DET fcis-31721 52 12 study study NOUN fcis-31721 52 13 , , PUNCT fcis-31721 52 14 the the DET fcis-31721 52 15 algorithm algorithm NOUN fcis-31721 52 16 flow flow NOUN fcis-31721 52 17 includes include VERB fcis-31721 52 18 the the DET fcis-31721 52 19 following follow VERB fcis-31721 52 20 steps step NOUN fcis-31721 52 21 : : PUNCT fcis-31721 52 22 β€’ β€’ NUM fcis-31721 52 23 3d 3d NUM fcis-31721 52 24 modeling modeling NOUN fcis-31721 52 25 : : PUNCT fcis-31721 52 26 first first ADV fcis-31721 52 27 , , PUNCT fcis-31721 52 28 use use VERB fcis-31721 52 29 cad cad NOUN fcis-31721 52 30 software software NOUN fcis-31721 52 31 to to PART fcis-31721 52 32 build build VERB fcis-31721 52 33 an an DET fcis-31721 52 34 accurate accurate ADJ fcis-31721 52 35 3d 3d NOUN fcis-31721 52 36 model model NOUN fcis-31721 52 37 based base VERB fcis-31721 52 38 on on ADP fcis-31721 52 39 the the DET fcis-31721 52 40 mechanical mechanical ADJ fcis-31721 52 41 design design NOUN fcis-31721 52 42 requirements requirement NOUN fcis-31721 52 43 . . PUNCT fcis-31721 53 1 by by ADP fcis-31721 53 2 modeling model VERB fcis-31721 53 3 the the DET fcis-31721 53 4 geometric geometric ADJ fcis-31721 53 5 shape shape NOUN fcis-31721 53 6 of of ADP fcis-31721 53 7 the the DET fcis-31721 53 8 structure structure NOUN fcis-31721 53 9 , , PUNCT fcis-31721 53 10 accurate accurate ADJ fcis-31721 53 11 data data NOUN fcis-31721 53 12 support support NOUN fcis-31721 53 13 can can AUX fcis-31721 53 14 be be AUX fcis-31721 53 15 provided provide VERB fcis-31721 53 16 for for ADP fcis-31721 53 17 subsequent subsequent ADJ fcis-31721 53 18 simulation simulation NOUN fcis-31721 53 19 analysis analysis NOUN fcis-31721 53 20 . . PUNCT fcis-31721 54 1 β€’ β€’ NUM fcis-31721 54 2 simulation simulation NOUN fcis-31721 54 3 analysis analysis NOUN fcis-31721 54 4 : : PUNCT fcis-31721 54 5 simulate simulate VERB fcis-31721 54 6 the the DET fcis-31721 54 7 established establish VERB fcis-31721 54 8 3d 3d NUM fcis-31721 54 9 model model NOUN fcis-31721 54 10 to to PART fcis-31721 54 11 simulate simulate VERB fcis-31721 54 12 its its PRON fcis-31721 54 13 performance performance NOUN fcis-31721 54 14 under under ADP fcis-31721 54 15 real real ADJ fcis-31721 54 16 working work VERB fcis-31721 54 17 conditions condition NOUN fcis-31721 54 18 . . PUNCT fcis-31721 55 1 the the DET fcis-31721 55 2 simulation simulation NOUN fcis-31721 55 3 content content NOUN fcis-31721 55 4 includes include VERB fcis-31721 55 5 structural structural ADJ fcis-31721 55 6 strength strength NOUN fcis-31721 55 7 , , PUNCT fcis-31721 55 8 vibration vibration NOUN fcis-31721 55 9 analysis analysis NOUN fcis-31721 55 10 , , PUNCT fcis-31721 55 11 heat heat NOUN fcis-31721 55 12 conduction conduction NOUN fcis-31721 55 13 , , PUNCT fcis-31721 55 14 etc etc X fcis-31721 55 15 . . X fcis-31721 56 1 this this DET fcis-31721 56 2 step step NOUN fcis-31721 56 3 uses use VERB fcis-31721 56 4 technologies technology NOUN fcis-31721 56 5 such such ADJ fcis-31721 56 6 as as ADP fcis-31721 56 7 finite finite ADJ fcis-31721 56 8 element element NOUN fcis-31721 56 9 analysis analysis NOUN fcis-31721 56 10 ( ( PUNCT fcis-31721 56 11 fea fea NOUN fcis-31721 56 12 ) ) PUNCT fcis-31721 56 13 or or CCONJ fcis-31721 56 14 computational computational ADJ fcis-31721 56 15 fluid fluid ADJ fcis-31721 56 16 dynamics dynamic NOUN fcis-31721 56 17 ( ( PUNCT fcis-31721 56 18 cfd cfd NOUN fcis-31721 56 19 ) ) PUNCT fcis-31721 56 20 to to PART fcis-31721 56 21 evaluate evaluate VERB fcis-31721 56 22 the the DET fcis-31721 56 23 performance performance NOUN fcis-31721 56 24 of of ADP fcis-31721 56 25 the the DET fcis-31721 56 26 model model NOUN fcis-31721 56 27 . . PUNCT fcis-31721 57 1 objective objective ADJ fcis-31721 57 2 function function NOUN fcis-31721 57 3 definition definition NOUN fcis-31721 57 4 : : PUNCT fcis-31721 57 5 define define VERB fcis-31721 57 6 multiple multiple ADJ fcis-31721 57 7 optimization optimization NOUN fcis-31721 57 8 objective objective ADJ fcis-31721 57 9 functions function NOUN fcis-31721 57 10 based base VERB fcis-31721 57 11 on on ADP fcis-31721 57 12 simulation simulation NOUN fcis-31721 57 13 analysis analysis NOUN fcis-31721 57 14 . . PUNCT fcis-31721 58 1 for for ADP fcis-31721 58 2 example example NOUN fcis-31721 58 3 , , PUNCT fcis-31721 58 4 structural structural ADJ fcis-31721 58 5 strength strength NOUN fcis-31721 58 6 can can AUX fcis-31721 58 7 be be AUX fcis-31721 58 8 expressed express VERB fcis-31721 58 9 as as ADP fcis-31721 58 10 maximum maximum ADJ fcis-31721 58 11 stress𝜎 stress𝜎 NOUN fcis-31721 58 12 , , PUNCT fcis-31721 58 13 weight weight NOUN fcis-31721 58 14 can can AUX fcis-31721 58 15 be be AUX fcis-31721 58 16 expressed express VERB fcis-31721 58 17 as as ADP fcis-31721 58 18 the the DET fcis-31721 58 19 mass mass NOUN fcis-31721 58 20 π‘š π‘š PROPN fcis-31721 58 21 of of ADP fcis-31721 58 22 the the DET fcis-31721 58 23 object object NOUN fcis-31721 58 24 , , PUNCT fcis-31721 58 25 and and CCONJ fcis-31721 58 26 cost cost NOUN fcis-31721 58 27 is be AUX fcis-31721 58 28 related relate VERB fcis-31721 58 29 to to ADP fcis-31721 58 30 the the DET fcis-31721 58 31 selection selection NOUN fcis-31721 58 32 and and CCONJ fcis-31721 58 33 usage usage NOUN fcis-31721 58 34 of of ADP fcis-31721 58 35 materials material NOUN fcis-31721 58 36 . . PUNCT fcis-31721 59 1 the the DET fcis-31721 59 2 specific specific ADJ fcis-31721 59 3 formula formula NOUN fcis-31721 59 4 is be AUX fcis-31721 59 5 as as SCONJ fcis-31721 59 6 follows follow VERB fcis-31721 59 7 : : PUNCT fcis-31721 60 1 𝜎 𝜎 PROPN fcis-31721 60 2 max max PROPN fcis-31721 60 3 𝜎 𝜎 PROPN fcis-31721 60 4 , , PUNCT fcis-31721 60 5 𝜎 𝜎 PROPN fcis-31721 60 6 , , PUNCT fcis-31721 60 7 … … PUNCT fcis-31721 60 8 , , PUNCT fcis-31721 60 9 𝜎 𝜎 PROPN fcis-31721 60 10 3 3 NUM fcis-31721 60 11 π‘š π‘š ADP fcis-31721 60 12 β€Š β€Š β€Š β€Š SPACE fcis-31721 60 13 𝜌 𝜌 X fcis-31721 60 14 𝑉 𝑉 PROPN fcis-31721 60 15 4 4 NUM fcis-31721 60 16 𝜎 𝜎 NOUN fcis-31721 60 17 is be AUX fcis-31721 60 18 the the DET fcis-31721 60 19 stress stress NOUN fcis-31721 60 20 value value NOUN fcis-31721 60 21 of of ADP fcis-31721 60 22 the the DET fcis-31721 60 23 𝑖 𝑖 NOUN fcis-31721 60 24 point point NOUN fcis-31721 60 25 , , PUNCT fcis-31721 60 26 𝜌 𝜌 X fcis-31721 60 27 is be AUX fcis-31721 60 28 the the DET fcis-31721 60 29 density density NOUN fcis-31721 60 30 of of ADP fcis-31721 60 31 the the DET fcis-31721 60 32 material material NOUN fcis-31721 60 33 , , PUNCT fcis-31721 60 34 and and CCONJ fcis-31721 60 35 𝑉 𝑉 PROPN fcis-31721 60 36 is be AUX fcis-31721 60 37 the the DET fcis-31721 60 38 volume volume NOUN fcis-31721 60 39 of of ADP fcis-31721 60 40 the the DET fcis-31721 60 41 𝑖 𝑖 NOUN fcis-31721 60 42 element element NOUN fcis-31721 60 43 . . PUNCT fcis-31721 61 1 β€’ β€’ NUM fcis-31721 61 2 optimization optimization NOUN fcis-31721 61 3 steps step NOUN fcis-31721 61 4 : : PUNCT fcis-31721 61 5 by by ADP fcis-31721 61 6 combining combine VERB fcis-31721 61 7 ga ga PROPN fcis-31721 61 8 and and CCONJ fcis-31721 61 9 pso pso NOUN fcis-31721 61 10 , , PUNCT fcis-31721 61 11 the the DET fcis-31721 61 12 optimal optimal ADJ fcis-31721 61 13 solution solution NOUN fcis-31721 61 14 is be AUX fcis-31721 61 15 found find VERB fcis-31721 61 16 by by ADP fcis-31721 61 17 making make VERB fcis-31721 61 18 a a DET fcis-31721 61 19 compromise compromise NOUN fcis-31721 61 20 among among ADP fcis-31721 61 21 several several ADJ fcis-31721 61 22 targets target NOUN fcis-31721 61 23 . . PUNCT fcis-31721 62 1 the the DET fcis-31721 62 2 design design NOUN fcis-31721 62 3 variable variable NOUN fcis-31721 62 4 π‘₯ π‘₯ PROPN fcis-31721 62 5 is be AUX fcis-31721 62 6 updated update VERB fcis-31721 62 7 in in ADP fcis-31721 62 8 every every DET fcis-31721 62 9 iteration iteration NOUN fcis-31721 62 10 , , PUNCT fcis-31721 62 11 and and CCONJ fcis-31721 62 12 the the DET fcis-31721 62 13 fitness fitness NOUN fcis-31721 62 14 value value NOUN fcis-31721 62 15 𝑓 𝑓 PROPN fcis-31721 62 16 π‘₯ π‘₯ PROPN fcis-31721 62 17 is be AUX fcis-31721 62 18 computed compute VERB fcis-31721 62 19 based base VERB fcis-31721 62 20 on on ADP fcis-31721 62 21 the the DET fcis-31721 62 22 objective objective ADJ fcis-31721 62 23 function function NOUN fcis-31721 62 24 . . PUNCT fcis-31721 63 1 a a DET fcis-31721 63 2 new new ADJ fcis-31721 63 3 generation generation NOUN fcis-31721 63 4 of of ADP fcis-31721 63 5 solutions solution NOUN fcis-31721 63 6 is be AUX fcis-31721 63 7 obtained obtain VERB fcis-31721 63 8 by by ADP fcis-31721 63 9 selecting selecting NOUN fcis-31721 63 10 , , PUNCT fcis-31721 63 11 crossing crossing NOUN fcis-31721 63 12 , , PUNCT fcis-31721 63 13 and and CCONJ fcis-31721 63 14 mutation mutation NOUN fcis-31721 63 15 . . PUNCT fcis-31721 64 1 the the DET fcis-31721 64 2 optimized optimize VERB fcis-31721 64 3 objective objective ADJ fcis-31721 64 4 function function NOUN fcis-31721 64 5 can can AUX fcis-31721 64 6 be be AUX fcis-31721 64 7 expressed express VERB fcis-31721 64 8 as as ADP fcis-31721 64 9 : : PUNCT fcis-31721 64 10 𝐹 𝐹 PROPN fcis-31721 64 11 π‘₯ π‘₯ PROPN fcis-31721 64 12 βˆ‘ βˆ‘ PUNCT fcis-31721 64 13 β€Š β€Š SPACE fcis-31721 64 14 𝛼 𝛼 PROPN fcis-31721 64 15 𝑓 𝑓 DET fcis-31721 64 16 π‘₯ π‘₯ X fcis-31721 64 17 ( ( PUNCT fcis-31721 64 18 5 5 NUM fcis-31721 64 19 ) ) PUNCT fcis-31721 64 20 𝑓 𝑓 PRON fcis-31721 64 21 π‘₯ π‘₯ PROPN fcis-31721 64 22 is be AUX fcis-31721 64 23 the the DET fcis-31721 64 24 𝑖 𝑖 ADJ fcis-31721 64 25 objective objective ADJ fcis-31721 64 26 function function NOUN fcis-31721 64 27 , , PUNCT fcis-31721 64 28 and and CCONJ fcis-31721 64 29 𝛼 𝛼 X fcis-31721 64 30 is be AUX fcis-31721 64 31 the the DET fcis-31721 64 32 weight weight NOUN fcis-31721 64 33 of of ADP fcis-31721 64 34 each each DET fcis-31721 64 35 objective objective ADJ fcis-31721 64 36 function function NOUN fcis-31721 64 37 . . PUNCT fcis-31721 65 1 β€’ β€’ NOUN fcis-31721 65 2 termination termination NOUN fcis-31721 65 3 condition condition NOUN fcis-31721 65 4 : : PUNCT fcis-31721 65 5 when when SCONJ fcis-31721 65 6 the the DET fcis-31721 65 7 optimization optimization NOUN fcis-31721 65 8 process process NOUN fcis-31721 65 9 meets meet VERB fcis-31721 65 10 the the DET fcis-31721 65 11 preset preset ADJ fcis-31721 65 12 termination termination NOUN fcis-31721 65 13 condition condition NOUN fcis-31721 65 14 ( ( PUNCT fcis-31721 65 15 such such ADJ fcis-31721 65 16 as as ADP fcis-31721 65 17 the the DET fcis-31721 65 18 maximum maximum ADJ fcis-31721 65 19 number number NOUN fcis-31721 65 20 of of ADP fcis-31721 65 21 iterations iteration NOUN fcis-31721 65 22 or or CCONJ fcis-31721 65 23 the the DET fcis-31721 65 24 fitness fitness NOUN fcis-31721 65 25 value value NOUN fcis-31721 65 26 reaches reach VERB fcis-31721 65 27 a a DET fcis-31721 65 28 certain certain ADJ fcis-31721 65 29 threshold threshold NOUN fcis-31721 65 30 ) ) PUNCT fcis-31721 65 31 , , PUNCT fcis-31721 65 32 the the DET fcis-31721 65 33 optimization optimization NOUN fcis-31721 65 34 process process NOUN fcis-31721 65 35 ends end VERB fcis-31721 65 36 and and CCONJ fcis-31721 65 37 the the DET fcis-31721 65 38 optimal optimal ADJ fcis-31721 65 39 design design NOUN fcis-31721 65 40 is be AUX fcis-31721 65 41 obtained obtain VERB fcis-31721 65 42 . . PUNCT fcis-31721 66 1 2.3 2.3 NUM fcis-31721 66 2 . . PUNCT fcis-31721 67 1 optimization optimization NOUN fcis-31721 67 2 strategy strategy NOUN fcis-31721 67 3 to to PART fcis-31721 67 4 increase increase VERB fcis-31721 67 5 the the DET fcis-31721 67 6 efficiency efficiency NOUN fcis-31721 67 7 of of ADP fcis-31721 67 8 optimization optimization NOUN fcis-31721 67 9 and and CCONJ fcis-31721 67 10 guarantee guarantee VERB fcis-31721 67 11 the the DET fcis-31721 67 12 precision precision NOUN fcis-31721 67 13 of of ADP fcis-31721 67 14 optimization optimization NOUN fcis-31721 67 15 , , PUNCT fcis-31721 67 16 the the DET fcis-31721 67 17 following follow VERB fcis-31721 67 18 optimization optimization NOUN fcis-31721 67 19 strategies strategy NOUN fcis-31721 67 20 are be AUX fcis-31721 67 21 presented present VERB fcis-31721 67 22 in in ADP fcis-31721 67 23 this this DET fcis-31721 67 24 paper paper NOUN fcis-31721 67 25 : : PUNCT fcis-31721 67 26 in in ADP fcis-31721 67 27 the the DET fcis-31721 67 28 whole whole ADJ fcis-31721 67 29 optimization optimization NOUN fcis-31721 67 30 process process NOUN fcis-31721 67 31 , , PUNCT fcis-31721 67 32 ga ga PROPN fcis-31721 67 33 is be AUX fcis-31721 67 34 used use VERB fcis-31721 67 35 to to PART fcis-31721 67 36 search search VERB fcis-31721 67 37 globally globally ADV fcis-31721 67 38 . . PUNCT fcis-31721 68 1 and and CCONJ fcis-31721 68 2 in in ADP fcis-31721 68 3 the the DET fcis-31721 68 4 latter latter ADJ fcis-31721 68 5 phase phase NOUN fcis-31721 68 6 , , PUNCT fcis-31721 68 7 pso pso NOUN fcis-31721 68 8 is be AUX fcis-31721 68 9 applied apply VERB fcis-31721 68 10 to to ADP fcis-31721 68 11 local local ADJ fcis-31721 68 12 search search NOUN fcis-31721 68 13 to to PART fcis-31721 68 14 increase increase VERB fcis-31721 68 15 the the DET fcis-31721 68 16 precision precision NOUN fcis-31721 68 17 and and CCONJ fcis-31721 68 18 convergence convergence NOUN fcis-31721 68 19 rate rate NOUN fcis-31721 68 20 [ [ X fcis-31721 68 21 8 8 NUM fcis-31721 68 22 ] ] PUNCT fcis-31721 68 23 . . PUNCT fcis-31721 69 1 the the DET fcis-31721 69 2 hybrid hybrid ADJ fcis-31721 69 3 optimization optimization NOUN fcis-31721 69 4 process process NOUN fcis-31721 69 5 can can AUX fcis-31721 69 6 be be AUX fcis-31721 69 7 expressed express VERB fcis-31721 69 8 as as ADP fcis-31721 69 9 : : PUNCT fcis-31721 69 10 π‘₯ π‘₯ X fcis-31721 69 11 𝛼 𝛼 NOUN fcis-31721 69 12 β‹… β‹… PROPN fcis-31721 69 13 π‘₯ π‘₯ PROPN fcis-31721 69 14 1 1 NUM fcis-31721 69 15 𝛼 𝛼 PROPN fcis-31721 69 16 β‹… β‹… PROPN fcis-31721 69 17 π‘₯ π‘₯ X fcis-31721 69 18 ( ( PUNCT fcis-31721 69 19 6 6 NUM fcis-31721 69 20 ) ) PUNCT fcis-31721 69 21 among among ADP fcis-31721 69 22 them they PRON fcis-31721 69 23 , , PUNCT fcis-31721 69 24 π‘₯ π‘₯ DET fcis-31721 69 25 andπ‘₯ andπ‘₯ ADJ fcis-31721 69 26 are be AUX fcis-31721 69 27 the the DET fcis-31721 69 28 solutions solution NOUN fcis-31721 69 29 of of ADP fcis-31721 69 30 ga ga PROPN fcis-31721 69 31 and and CCONJ fcis-31721 69 32 particle particle NOUN fcis-31721 69 33 swarm swarm NOUN fcis-31721 69 34 optimization optimization NOUN fcis-31721 69 35 respectively respectively ADV fcis-31721 69 36 , , PUNCT fcis-31721 69 37 and and CCONJ fcis-31721 69 38 𝛼 𝛼 X fcis-31721 69 39 is be AUX fcis-31721 69 40 the the DET fcis-31721 69 41 adjustment adjustment NOUN fcis-31721 69 42 factor factor NOUN fcis-31721 69 43 to to PART fcis-31721 69 44 control control VERB fcis-31721 69 45 the the DET fcis-31721 69 46 fusion fusion NOUN fcis-31721 69 47 ratio ratio NOUN fcis-31721 69 48 of of ADP fcis-31721 69 49 the the DET fcis-31721 69 50 two two NUM fcis-31721 69 51 . . PUNCT fcis-31721 70 1 when when SCONJ fcis-31721 70 2 facing face VERB fcis-31721 70 3 complex complex ADJ fcis-31721 70 4 structures structure NOUN fcis-31721 70 5 , , PUNCT fcis-31721 70 6 there there PRON fcis-31721 70 7 may may AUX fcis-31721 70 8 be be AUX fcis-31721 70 9 multiple multiple ADJ fcis-31721 70 10 local local ADJ fcis-31721 70 11 optimal optimal ADJ fcis-31721 70 12 solutions solution NOUN fcis-31721 70 13 in in ADP fcis-31721 70 14 the the DET fcis-31721 70 15 design design NOUN fcis-31721 70 16 space space NOUN fcis-31721 70 17 [ [ X fcis-31721 70 18 9 9 NUM fcis-31721 70 19 ] ] PUNCT fcis-31721 70 20 . . PUNCT fcis-31721 71 1 therefore therefore ADV fcis-31721 71 2 , , PUNCT fcis-31721 71 3 an an DET fcis-31721 71 4 adaptive adaptive ADJ fcis-31721 71 5 optimization optimization NOUN fcis-31721 71 6 strategy strategy NOUN fcis-31721 71 7 is be AUX fcis-31721 71 8 proposed propose VERB fcis-31721 71 9 to to PART fcis-31721 71 10 adjust adjust VERB fcis-31721 71 11 the the DET fcis-31721 71 12 optimization optimization NOUN fcis-31721 71 13 step step NOUN fcis-31721 71 14 size size NOUN fcis-31721 71 15 according accord VERB fcis-31721 71 16 to to ADP fcis-31721 71 17 the the DET fcis-31721 71 18 feedback feedback NOUN fcis-31721 71 19 information information NOUN fcis-31721 71 20 in in ADP fcis-31721 71 21 the the DET fcis-31721 71 22 optimization optimization NOUN fcis-31721 71 23 process process NOUN fcis-31721 71 24 . . PUNCT fcis-31721 72 1 the the DET fcis-31721 72 2 adaptive adaptive ADJ fcis-31721 72 3 strategy strategy NOUN fcis-31721 72 4 can can AUX fcis-31721 72 5 be be AUX fcis-31721 72 6 expressed express VERB fcis-31721 72 7 as as ADP fcis-31721 72 8 : : PUNCT fcis-31721 72 9 Ξ΄π‘₯ Ξ΄π‘₯ ADP fcis-31721 72 10 πœ‚ πœ‚ PRON fcis-31721 72 11 β‹… β‹… PROPN fcis-31721 72 12 Ξ΄π‘₯ Ξ΄π‘₯ ADP fcis-31721 72 13 𝛽 𝛽 NOUN fcis-31721 72 14 β‹… β‹… NOUN fcis-31721 72 15 sign sign VERB fcis-31721 72 16 𝑓 𝑓 PRON fcis-31721 72 17 π‘₯ π‘₯ X fcis-31721 72 18 ( ( PUNCT fcis-31721 72 19 7 7 X fcis-31721 72 20 ) ) PUNCT fcis-31721 72 21 Ξ΄π‘₯ Ξ΄π‘₯ ADV fcis-31721 72 22 is be AUX fcis-31721 72 23 the the DET fcis-31721 72 24 update update NOUN fcis-31721 72 25 amount amount NOUN fcis-31721 72 26 of of ADP fcis-31721 72 27 the the DET fcis-31721 72 28 𝑖 𝑖 PUNCT fcis-31721 72 29 design design NOUN fcis-31721 72 30 variable variable NOUN fcis-31721 72 31 in in ADP fcis-31721 72 32 the the DET fcis-31721 72 33 π‘˜ π‘˜ PRON fcis-31721 72 34 step step NOUN fcis-31721 72 35 , , PUNCT fcis-31721 72 36 πœ‚ πœ‚ NOUN fcis-31721 72 37 and and CCONJ fcis-31721 72 38 𝛽 𝛽 PROPN fcis-31721 72 39 are be AUX fcis-31721 72 40 adjustment adjustment NOUN fcis-31721 72 41 factors factor NOUN fcis-31721 72 42 that that PRON fcis-31721 72 43 control control VERB fcis-31721 72 44 the the DET fcis-31721 72 45 amplitude amplitude NOUN fcis-31721 72 46 of of ADP fcis-31721 72 47 the the DET fcis-31721 72 48 step step NOUN fcis-31721 72 49 size size NOUN fcis-31721 72 50 change change NOUN fcis-31721 72 51 [ [ X fcis-31721 72 52 10 10 NUM fcis-31721 72 53 ] ] PUNCT fcis-31721 72 54 . . PUNCT fcis-31721 73 1 according accord VERB fcis-31721 73 2 to to ADP fcis-31721 73 3 the the DET fcis-31721 73 4 requirements requirement NOUN fcis-31721 73 5 of of ADP fcis-31721 73 6 the the DET fcis-31721 73 7 local local ADJ fcis-31721 73 8 search search NOUN fcis-31721 73 9 ability ability NOUN fcis-31721 73 10 and and CCONJ fcis-31721 73 11 global global ADJ fcis-31721 73 12 search search NOUN fcis-31721 73 13 ability ability NOUN fcis-31721 73 14 of of ADP fcis-31721 73 15 the the DET fcis-31721 73 16 current current ADJ fcis-31721 73 17 solution solution NOUN fcis-31721 73 18 , , PUNCT fcis-31721 73 19 the the DET fcis-31721 73 20 ratio ratio NOUN fcis-31721 73 21 of of ADP fcis-31721 73 22 ga ga PROPN fcis-31721 73 23 and and CCONJ fcis-31721 73 24 particle particle NOUN fcis-31721 73 25 swarm swarm NOUN fcis-31721 73 26 optimization optimization NOUN fcis-31721 73 27 is be AUX fcis-31721 73 28 automatically automatically ADV fcis-31721 73 29 adjusted adjust VERB fcis-31721 73 30 to to PART fcis-31721 73 31 achieve achieve VERB fcis-31721 73 32 the the DET fcis-31721 73 33 best good ADJ fcis-31721 73 34 convergence convergence NOUN fcis-31721 73 35 speed speed NOUN fcis-31721 73 36 and and CCONJ fcis-31721 73 37 optimization optimization NOUN fcis-31721 73 38 accuracy accuracy NOUN fcis-31721 73 39 . . PUNCT fcis-31721 74 1 3 3 X fcis-31721 74 2 . . X fcis-31721 74 3 experiment experiment NOUN fcis-31721 74 4 and and CCONJ fcis-31721 74 5 simulation simulation NOUN fcis-31721 74 6 along along ADP fcis-31721 74 7 with with ADP fcis-31721 74 8 the the DET fcis-31721 74 9 rapid rapid ADJ fcis-31721 74 10 development development NOUN fcis-31721 74 11 of of ADP fcis-31721 74 12 cad cad PROPN fcis-31721 74 13 and and CCONJ fcis-31721 74 14 cae cae PROPN fcis-31721 74 15 , , PUNCT fcis-31721 74 16 the the DET fcis-31721 74 17 optimization optimization NOUN fcis-31721 74 18 process process NOUN fcis-31721 74 19 of of ADP fcis-31721 74 20 machine machine NOUN fcis-31721 74 21 design design NOUN fcis-31721 74 22 has have AUX fcis-31721 74 23 become become VERB fcis-31721 74 24 more more ADJ fcis-31721 74 25 11 11 NUM fcis-31721 74 26 efficient efficient ADJ fcis-31721 74 27 , , PUNCT fcis-31721 74 28 especially especially ADV fcis-31721 74 29 in in ADP fcis-31721 74 30 3d 3d NUM fcis-31721 74 31 modeling modeling NOUN fcis-31721 74 32 and and CCONJ fcis-31721 74 33 simulation simulation NOUN fcis-31721 74 34 optimization optimization NOUN fcis-31721 74 35 , , PUNCT fcis-31721 74 36 the the DET fcis-31721 74 37 precision precision NOUN fcis-31721 74 38 and and CCONJ fcis-31721 74 39 efficiency efficiency NOUN fcis-31721 74 40 of of ADP fcis-31721 74 41 the the DET fcis-31721 74 42 design design NOUN fcis-31721 74 43 process process NOUN fcis-31721 74 44 have have AUX fcis-31721 74 45 been be AUX fcis-31721 74 46 greatly greatly ADV fcis-31721 74 47 increased increase VERB fcis-31721 74 48 [ [ PUNCT fcis-31721 74 49 11 11 NUM fcis-31721 74 50 ] ] SYM fcis-31721 74 51 . . PUNCT fcis-31721 75 1 3.1 3.1 NUM fcis-31721 75 2 . . PUNCT fcis-31721 75 3 experimental experimental ADJ fcis-31721 75 4 data datum NOUN fcis-31721 75 5 and and CCONJ fcis-31721 75 6 methods method NOUN fcis-31721 75 7 to to PART fcis-31721 75 8 test test VERB fcis-31721 75 9 the the DET fcis-31721 75 10 validity validity NOUN fcis-31721 75 11 of of ADP fcis-31721 75 12 the the DET fcis-31721 75 13 multi multi ADJ fcis-31721 75 14 - - ADJ fcis-31721 75 15 objective objective ADJ fcis-31721 75 16 optimization optimization NOUN fcis-31721 75 17 model model NOUN fcis-31721 75 18 , , PUNCT fcis-31721 75 19 which which PRON fcis-31721 75 20 combines combine VERB fcis-31721 75 21 ga ga PROPN fcis-31721 75 22 and and CCONJ fcis-31721 75 23 pso pso NOUN fcis-31721 75 24 , , PUNCT fcis-31721 75 25 a a DET fcis-31721 75 26 typical typical ADJ fcis-31721 75 27 mechanical mechanical ADJ fcis-31721 75 28 component component NOUN fcis-31721 75 29 , , PUNCT fcis-31721 75 30 is be AUX fcis-31721 75 31 chosen choose VERB fcis-31721 75 32 to to PART fcis-31721 75 33 optimize optimize VERB fcis-31721 75 34 the the DET fcis-31721 75 35 design design NOUN fcis-31721 75 36 . . PUNCT fcis-31721 76 1 the the DET fcis-31721 76 2 support support NOUN fcis-31721 76 3 frame frame NOUN fcis-31721 76 4 is be AUX fcis-31721 76 5 mainly mainly ADV fcis-31721 76 6 used use VERB fcis-31721 76 7 for for ADP fcis-31721 76 8 load load NOUN fcis-31721 76 9 bearing bear VERB fcis-31721 76 10 in in ADP fcis-31721 76 11 mechanical mechanical ADJ fcis-31721 76 12 equipment equipment NOUN fcis-31721 76 13 [ [ X fcis-31721 76 14 12 12 NUM fcis-31721 76 15 ] ] PUNCT fcis-31721 76 16 . . PUNCT fcis-31721 77 1 the the DET fcis-31721 77 2 design design NOUN fcis-31721 77 3 goals goal NOUN fcis-31721 77 4 include include VERB fcis-31721 77 5 minimizing minimize VERB fcis-31721 77 6 structural structural ADJ fcis-31721 77 7 weight weight NOUN fcis-31721 77 8 , , PUNCT fcis-31721 77 9 reducing reduce VERB fcis-31721 77 10 costs cost NOUN fcis-31721 77 11 , , PUNCT fcis-31721 77 12 and and CCONJ fcis-31721 77 13 enhancing enhance VERB fcis-31721 77 14 structural structural ADJ fcis-31721 77 15 strength strength NOUN fcis-31721 77 16 . . PUNCT fcis-31721 78 1 the the DET fcis-31721 78 2 acquisition acquisition NOUN fcis-31721 78 3 of of ADP fcis-31721 78 4 experimental experimental ADJ fcis-31721 78 5 data datum NOUN fcis-31721 78 6 relies rely VERB fcis-31721 78 7 on on ADP fcis-31721 78 8 ansys ansys PROPN fcis-31721 78 9 for for ADP fcis-31721 78 10 simulation simulation NOUN fcis-31721 78 11 analysis analysis NOUN fcis-31721 78 12 and and CCONJ fcis-31721 78 13 solidworks solidwork NOUN fcis-31721 78 14 for for ADP fcis-31721 78 15 threedimensional threedimensional ADJ fcis-31721 78 16 modeling modeling NOUN fcis-31721 78 17 . . PUNCT fcis-31721 79 1 the the DET fcis-31721 79 2 design design NOUN fcis-31721 79 3 constraints constraint NOUN fcis-31721 79 4 include include VERB fcis-31721 79 5 : : PUNCT fcis-31721 79 6 the the DET fcis-31721 79 7 maximum maximum ADJ fcis-31721 79 8 allowable allowable ADJ fcis-31721 79 9 stress stress NOUN fcis-31721 79 10 of of ADP fcis-31721 79 11 the the DET fcis-31721 79 12 structure structure NOUN fcis-31721 79 13 shall shall AUX fcis-31721 79 14 not not PART fcis-31721 79 15 exceed exceed VERB fcis-31721 79 16 500 500 NUM fcis-31721 79 17 mpa mpa NOUN fcis-31721 79 18 . . PUNCT fcis-31721 80 1 the the DET fcis-31721 80 2 weight weight NOUN fcis-31721 80 3 of of ADP fcis-31721 80 4 the the DET fcis-31721 80 5 support support NOUN fcis-31721 80 6 frame frame NOUN fcis-31721 80 7 shall shall AUX fcis-31721 80 8 not not PART fcis-31721 80 9 exceed exceed VERB fcis-31721 80 10 10 10 NUM fcis-31721 80 11 kg kg NOUN fcis-31721 80 12 . . PUNCT fcis-31721 81 1 the the DET fcis-31721 81 2 cost cost NOUN fcis-31721 81 3 must must AUX fcis-31721 81 4 be be AUX fcis-31721 81 5 controlled control VERB fcis-31721 81 6 within within ADP fcis-31721 81 7 200 200 NUM fcis-31721 81 8 us us PROPN fcis-31721 81 9 dollars dollar NOUN fcis-31721 81 10 [ [ X fcis-31721 81 11 13 13 NUM fcis-31721 81 12 ] ] PUNCT fcis-31721 81 13 . . PUNCT fcis-31721 82 1 the the DET fcis-31721 82 2 optimization optimization NOUN fcis-31721 82 3 objective objective ADJ fcis-31721 82 4 function function NOUN fcis-31721 82 5 is be AUX fcis-31721 82 6 to to PART fcis-31721 82 7 minimize minimize VERB fcis-31721 82 8 the the DET fcis-31721 82 9 structural structural ADJ fcis-31721 82 10 weight weight NOUN fcis-31721 82 11 and and CCONJ fcis-31721 82 12 cost cost NOUN fcis-31721 82 13 while while SCONJ fcis-31721 82 14 maximizing maximize VERB fcis-31721 82 15 the the DET fcis-31721 82 16 structural structural ADJ fcis-31721 82 17 strength strength NOUN fcis-31721 82 18 . . PUNCT fcis-31721 83 1 during during ADP fcis-31721 83 2 the the DET fcis-31721 83 3 optimization optimization NOUN fcis-31721 83 4 process process NOUN fcis-31721 83 5 , , PUNCT fcis-31721 83 6 a a DET fcis-31721 83 7 strategy strategy NOUN fcis-31721 83 8 combining combine VERB fcis-31721 83 9 ga ga PROPN fcis-31721 83 10 and and CCONJ fcis-31721 83 11 pso pso NOUN fcis-31721 83 12 was be AUX fcis-31721 83 13 adopted adopt VERB fcis-31721 83 14 to to PART fcis-31721 83 15 automatically automatically ADV fcis-31721 83 16 adjust adjust VERB fcis-31721 83 17 the the DET fcis-31721 83 18 design design NOUN fcis-31721 83 19 parameters parameter NOUN fcis-31721 83 20 through through ADP fcis-31721 83 21 the the DET fcis-31721 83 22 optimization optimization NOUN fcis-31721 83 23 algorithm algorithm NOUN fcis-31721 83 24 . . PUNCT fcis-31721 84 1 3.2 3.2 NUM fcis-31721 84 2 . . PUNCT fcis-31721 84 3 experimental experimental ADJ fcis-31721 84 4 design design PROPN fcis-31721 84 5 and and CCONJ fcis-31721 84 6 simulation simulation NOUN fcis-31721 84 7 process process NOUN fcis-31721 84 8 when when SCONJ fcis-31721 84 9 conducting conduct VERB fcis-31721 84 10 simulation simulation NOUN fcis-31721 84 11 analysis analysis NOUN fcis-31721 84 12 , , PUNCT fcis-31721 84 13 first first ADV fcis-31721 84 14 use use VERB fcis-31721 84 15 solidworks solidworks PROPN fcis-31721 84 16 software software NOUN fcis-31721 84 17 to to PART fcis-31721 84 18 complete complete VERB fcis-31721 84 19 the the DET fcis-31721 84 20 three three NUM fcis-31721 84 21 - - PUNCT fcis-31721 84 22 dimensional dimensional ADJ fcis-31721 84 23 modeling modeling NOUN fcis-31721 84 24 of of ADP fcis-31721 84 25 the the DET fcis-31721 84 26 support support NOUN fcis-31721 84 27 frame frame NOUN fcis-31721 84 28 . . PUNCT fcis-31721 85 1 during during ADP fcis-31721 85 2 the the DET fcis-31721 85 3 modeling modeling NOUN fcis-31721 85 4 process process NOUN fcis-31721 85 5 , , PUNCT fcis-31721 85 6 ensure ensure VERB fcis-31721 85 7 that that SCONJ fcis-31721 85 8 the the DET fcis-31721 85 9 geometric geometric ADJ fcis-31721 85 10 shape shape NOUN fcis-31721 85 11 is be AUX fcis-31721 85 12 consistent consistent ADJ fcis-31721 85 13 with with ADP fcis-31721 85 14 the the DET fcis-31721 85 15 actual actual ADJ fcis-31721 85 16 engineering engineering NOUN fcis-31721 85 17 requirements requirement NOUN fcis-31721 85 18 , , PUNCT fcis-31721 85 19 and and CCONJ fcis-31721 85 20 set set VERB fcis-31721 85 21 constraints constraint NOUN fcis-31721 85 22 according accord VERB fcis-31721 85 23 to to ADP fcis-31721 85 24 the the DET fcis-31721 85 25 actual actual ADJ fcis-31721 85 26 application application NOUN fcis-31721 85 27 conditions condition NOUN fcis-31721 85 28 [ [ X fcis-31721 85 29 14 14 NUM fcis-31721 85 30 ] ] PUNCT fcis-31721 85 31 . . PUNCT fcis-31721 86 1 after after SCONJ fcis-31721 86 2 the the DET fcis-31721 86 3 modeling modeling NOUN fcis-31721 86 4 is be AUX fcis-31721 86 5 completed complete VERB fcis-31721 86 6 , , PUNCT fcis-31721 86 7 use use VERB fcis-31721 86 8 ansys ansys NOUN fcis-31721 86 9 to to PART fcis-31721 86 10 perform perform VERB fcis-31721 86 11 structural structural ADJ fcis-31721 86 12 simulation simulation NOUN fcis-31721 86 13 analysis analysis NOUN fcis-31721 86 14 , , PUNCT fcis-31721 86 15 which which PRON fcis-31721 86 16 mainly mainly ADV fcis-31721 86 17 includes include VERB fcis-31721 86 18 the the DET fcis-31721 86 19 following follow VERB fcis-31721 86 20 steps step NOUN fcis-31721 86 21 : : PUNCT fcis-31721 86 22 β€’ β€’ NUM fcis-31721 86 23 3d 3d NUM fcis-31721 86 24 modeling modeling NOUN fcis-31721 86 25 : : PUNCT fcis-31721 86 26 create create VERB fcis-31721 86 27 a a DET fcis-31721 86 28 3d 3d NUM fcis-31721 86 29 geometric geometric ADJ fcis-31721 86 30 model model NOUN fcis-31721 86 31 of of ADP fcis-31721 86 32 the the DET fcis-31721 86 33 support support NOUN fcis-31721 86 34 frame frame NOUN fcis-31721 86 35 in in ADP fcis-31721 86 36 solidworks solidworks PROPN fcis-31721 86 37 according accord VERB fcis-31721 86 38 to to ADP fcis-31721 86 39 the the DET fcis-31721 86 40 design design NOUN fcis-31721 86 41 requirements requirement NOUN fcis-31721 86 42 and and CCONJ fcis-31721 86 43 import import VERB fcis-31721 86 44 it it PRON fcis-31721 86 45 into into ADP fcis-31721 86 46 ansys ansys PROPN fcis-31721 86 47 for for ADP fcis-31721 86 48 further further ADJ fcis-31721 86 49 analysis analysis NOUN fcis-31721 86 50 . . PUNCT fcis-31721 87 1 β€’ β€’ NUM fcis-31721 87 2 loading loading NOUN fcis-31721 87 3 design design NOUN fcis-31721 87 4 constraints constraint NOUN fcis-31721 87 5 : : PUNCT fcis-31721 87 6 set set VERB fcis-31721 87 7 design design NOUN fcis-31721 87 8 constraints constraint NOUN fcis-31721 87 9 according accord VERB fcis-31721 87 10 to to ADP fcis-31721 87 11 experimental experimental ADJ fcis-31721 87 12 requirements requirement NOUN fcis-31721 87 13 , , PUNCT fcis-31721 87 14 such such ADJ fcis-31721 87 15 as as ADP fcis-31721 87 16 maximum maximum ADJ fcis-31721 87 17 stress stress NOUN fcis-31721 87 18 , , PUNCT fcis-31721 87 19 weight weight NOUN fcis-31721 87 20 and and CCONJ fcis-31721 87 21 cost cost NOUN fcis-31721 87 22 constraints constraint NOUN fcis-31721 87 23 . . PUNCT fcis-31721 88 1 β€’ β€’ NUM fcis-31721 88 2 optimization optimization NOUN fcis-31721 88 3 target target NOUN fcis-31721 88 4 setting setting NOUN fcis-31721 88 5 : : PUNCT fcis-31721 88 6 define define VERB fcis-31721 88 7 the the DET fcis-31721 88 8 optimization optimization NOUN fcis-31721 88 9 objective objective ADJ fcis-31721 88 10 function function NOUN fcis-31721 88 11 , , PUNCT fcis-31721 88 12 including include VERB fcis-31721 88 13 maximizing maximize VERB fcis-31721 88 14 structural structural ADJ fcis-31721 88 15 strength strength NOUN fcis-31721 88 16 , , PUNCT fcis-31721 88 17 minimizing minimize VERB fcis-31721 88 18 weight weight NOUN fcis-31721 88 19 and and CCONJ fcis-31721 88 20 cost cost NOUN fcis-31721 88 21 . . PUNCT fcis-31721 89 1 β€’ β€’ NUM fcis-31721 89 2 simulation simulation NOUN fcis-31721 89 3 execution execution NOUN fcis-31721 89 4 : : PUNCT fcis-31721 89 5 run run VERB fcis-31721 89 6 the the DET fcis-31721 89 7 optimization optimization NOUN fcis-31721 89 8 algorithm algorithm NOUN fcis-31721 89 9 , , PUNCT fcis-31721 89 10 perform perform VERB fcis-31721 89 11 simulation simulation NOUN fcis-31721 89 12 through through ADP fcis-31721 89 13 hybrid hybrid ADJ fcis-31721 89 14 optimization optimization NOUN fcis-31721 89 15 of of ADP fcis-31721 89 16 ga ga PROPN fcis-31721 89 17 and and CCONJ fcis-31721 89 18 pso pso NOUN fcis-31721 89 19 algorithms algorithm NOUN fcis-31721 89 20 , , PUNCT fcis-31721 89 21 and and CCONJ fcis-31721 89 22 obtain obtain VERB fcis-31721 89 23 the the DET fcis-31721 89 24 final final ADJ fcis-31721 89 25 optimized optimize VERB fcis-31721 89 26 design design NOUN fcis-31721 89 27 . . PUNCT fcis-31721 90 1 3.3 3.3 NUM fcis-31721 90 2 . . PUNCT fcis-31721 91 1 experimental experimental ADJ fcis-31721 91 2 results result NOUN fcis-31721 91 3 and and CCONJ fcis-31721 91 4 data datum NOUN fcis-31721 91 5 analysis analysis NOUN fcis-31721 91 6 the the DET fcis-31721 91 7 experimental experimental ADJ fcis-31721 91 8 data datum NOUN fcis-31721 91 9 show show VERB fcis-31721 91 10 that that SCONJ fcis-31721 91 11 the the DET fcis-31721 91 12 optimization optimization NOUN fcis-31721 91 13 algorithm algorithm NOUN fcis-31721 91 14 proposed propose VERB fcis-31721 91 15 in in ADP fcis-31721 91 16 this this DET fcis-31721 91 17 paper paper NOUN fcis-31721 91 18 shows show VERB fcis-31721 91 19 a a DET fcis-31721 91 20 high high ADJ fcis-31721 91 21 optimization optimization NOUN fcis-31721 91 22 effect effect NOUN fcis-31721 91 23 on on ADP fcis-31721 91 24 multiple multiple ADJ fcis-31721 91 25 design design NOUN fcis-31721 91 26 objectives objective NOUN fcis-31721 91 27 . . PUNCT fcis-31721 92 1 table table NOUN fcis-31721 92 2 1 1 NUM fcis-31721 92 3 shows show VERB fcis-31721 92 4 the the DET fcis-31721 92 5 comparison comparison NOUN fcis-31721 92 6 of of ADP fcis-31721 92 7 design design NOUN fcis-31721 92 8 parameters parameter NOUN fcis-31721 92 9 before before ADP fcis-31721 92 10 and and CCONJ fcis-31721 92 11 after after ADP fcis-31721 92 12 optimization optimization NOUN fcis-31721 92 13 , , PUNCT fcis-31721 92 14 including include VERB fcis-31721 92 15 changes change NOUN fcis-31721 92 16 in in ADP fcis-31721 92 17 multiple multiple ADJ fcis-31721 92 18 dimensions dimension NOUN fcis-31721 92 19 such such ADJ fcis-31721 92 20 as as ADP fcis-31721 92 21 structural structural ADJ fcis-31721 92 22 strength strength NOUN fcis-31721 92 23 , , PUNCT fcis-31721 92 24 weight weight NOUN fcis-31721 92 25 and and CCONJ fcis-31721 92 26 cost cost NOUN fcis-31721 92 27 . . PUNCT fcis-31721 93 1 table table NOUN fcis-31721 93 2 1 1 NUM fcis-31721 93 3 . . PUNCT fcis-31721 93 4 comparison comparison NOUN fcis-31721 93 5 of of ADP fcis-31721 93 6 design design NOUN fcis-31721 93 7 parameters parameter NOUN fcis-31721 93 8 before before ADP fcis-31721 93 9 and and CCONJ fcis-31721 93 10 after after ADP fcis-31721 93 11 optimization optimization NOUN fcis-31721 93 12 design design NOUN fcis-31721 93 13 parameters parameter NOUN fcis-31721 93 14 before before ADP fcis-31721 93 15 optimization optimization NOUN fcis-31721 93 16 optimized optimize VERB fcis-31721 93 17 value value NOUN fcis-31721 93 18 improvement improvement NOUN fcis-31721 93 19 maximum maximum ADJ fcis-31721 93 20 stress stress NOUN fcis-31721 93 21 ( ( PUNCT fcis-31721 93 22 mpa mpa PROPN fcis-31721 93 23 ) ) PUNCT fcis-31721 94 1 540 540 NUM fcis-31721 94 2 480 480 NUM fcis-31721 94 3 -11.11 -11.11 SYM fcis-31721 94 4 % % NOUN fcis-31721 94 5 structural structural ADJ fcis-31721 94 6 weight weight NOUN fcis-31721 94 7 ( ( PUNCT fcis-31721 94 8 kg kg NOUN fcis-31721 94 9 ) ) PUNCT fcis-31721 94 10 12.5 12.5 NUM fcis-31721 94 11 9.8 9.8 NUM fcis-31721 94 12 -21.60 -21.60 PROPN fcis-31721 94 13 % % NOUN fcis-31721 94 14 design design NOUN fcis-31721 94 15 cost cost NOUN fcis-31721 94 16 ( ( PUNCT fcis-31721 94 17 usd usd NOUN fcis-31721 94 18 ) ) PUNCT fcis-31721 94 19 220 220 NUM fcis-31721 94 20 180 180 NUM fcis-31721 94 21 -18.18 -18.18 NUM fcis-31721 94 22 % % NOUN fcis-31721 94 23 structural structural ADJ fcis-31721 94 24 strength strength NOUN fcis-31721 94 25 ( ( PUNCT fcis-31721 94 26 n n CCONJ fcis-31721 94 27 ) ) PUNCT fcis-31721 94 28 5000 5000 NUM fcis-31721 94 29 5600 5600 NUM fcis-31721 94 30 12.00 12.00 NUM fcis-31721 94 31 % % NOUN fcis-31721 94 32 material material NOUN fcis-31721 94 33 cost cost NOUN fcis-31721 94 34 ( ( PUNCT fcis-31721 94 35 usd usd NOUN fcis-31721 94 36 ) ) PUNCT fcis-31721 94 37 150 150 NUM fcis-31721 94 38 120 120 NUM fcis-31721 94 39 -20.00 -20.00 NOUN fcis-31721 94 40 % % NOUN fcis-31721 94 41 the the DET fcis-31721 94 42 structure structure NOUN fcis-31721 94 43 strength strength NOUN fcis-31721 94 44 of of ADP fcis-31721 94 45 the the DET fcis-31721 94 46 frame frame NOUN fcis-31721 94 47 is be AUX fcis-31721 94 48 improved improve VERB fcis-31721 94 49 12 12 NUM fcis-31721 94 50 % % NOUN fcis-31721 94 51 , , PUNCT fcis-31721 94 52 and and CCONJ fcis-31721 94 53 the the DET fcis-31721 94 54 structure structure NOUN fcis-31721 94 55 weight weight NOUN fcis-31721 94 56 and and CCONJ fcis-31721 94 57 the the DET fcis-31721 94 58 design design NOUN fcis-31721 94 59 cost cost NOUN fcis-31721 94 60 are be AUX fcis-31721 94 61 reduced reduce VERB fcis-31721 94 62 by by ADP fcis-31721 94 63 21.6 21.6 NUM fcis-31721 94 64 % % NOUN fcis-31721 94 65 and and CCONJ fcis-31721 94 66 18.18 18.18 NUM fcis-31721 94 67 % % NOUN fcis-31721 94 68 . . PUNCT fcis-31721 95 1 the the DET fcis-31721 95 2 results result NOUN fcis-31721 95 3 indicate indicate VERB fcis-31721 95 4 that that SCONJ fcis-31721 95 5 the the DET fcis-31721 95 6 mult mult PROPN fcis-31721 95 7 objective objective ADJ fcis-31721 95 8 optimization optimization NOUN fcis-31721 95 9 algorithm algorithm NOUN fcis-31721 95 10 can can AUX fcis-31721 95 11 greatly greatly ADV fcis-31721 95 12 increase increase VERB fcis-31721 95 13 the the DET fcis-31721 95 14 structure structure NOUN fcis-31721 95 15 strength strength NOUN fcis-31721 95 16 and and CCONJ fcis-31721 95 17 reduce reduce VERB fcis-31721 95 18 the the DET fcis-31721 95 19 cost cost NOUN fcis-31721 95 20 of of ADP fcis-31721 95 21 the the DET fcis-31721 95 22 structure structure NOUN fcis-31721 95 23 when when SCONJ fcis-31721 95 24 the the DET fcis-31721 95 25 design design NOUN fcis-31721 95 26 is be AUX fcis-31721 95 27 optimized optimize VERB fcis-31721 95 28 [ [ X fcis-31721 95 29 15 15 NUM fcis-31721 95 30 ] ] PUNCT fcis-31721 95 31 . . PUNCT fcis-31721 96 1 moreover moreover ADV fcis-31721 96 2 , , PUNCT fcis-31721 96 3 the the DET fcis-31721 96 4 optimization optimization NOUN fcis-31721 96 5 algorithm algorithm NOUN fcis-31721 96 6 of of ADP fcis-31721 96 7 this this DET fcis-31721 96 8 thesis thesis NOUN fcis-31721 96 9 also also ADV fcis-31721 96 10 improves improve VERB fcis-31721 96 11 the the DET fcis-31721 96 12 optimization optimization NOUN fcis-31721 96 13 speed speed NOUN fcis-31721 96 14 and and CCONJ fcis-31721 96 15 the the DET fcis-31721 96 16 precision precision NOUN fcis-31721 96 17 of of ADP fcis-31721 96 18 computation computation NOUN fcis-31721 96 19 . . PUNCT fcis-31721 97 1 table table NOUN fcis-31721 97 2 2 2 NUM fcis-31721 97 3 shows show VERB fcis-31721 97 4 the the DET fcis-31721 97 5 optimization optimization NOUN fcis-31721 97 6 time time NOUN fcis-31721 97 7 and and CCONJ fcis-31721 97 8 the the DET fcis-31721 97 9 computation computation NOUN fcis-31721 97 10 precision precision NOUN fcis-31721 97 11 compared compare VERB fcis-31721 97 12 with with ADP fcis-31721 97 13 that that PRON fcis-31721 97 14 of of ADP fcis-31721 97 15 the the DET fcis-31721 97 16 conventional conventional ADJ fcis-31721 97 17 optimization optimization NOUN fcis-31721 97 18 method method NOUN fcis-31721 97 19 [ [ X fcis-31721 97 20 16 16 NUM fcis-31721 97 21 ] ] PUNCT fcis-31721 97 22 . . PUNCT fcis-31721 98 1 table table NOUN fcis-31721 98 2 2 2 NUM fcis-31721 98 3 . . PUNCT fcis-31721 98 4 comparison comparison NOUN fcis-31721 98 5 of of ADP fcis-31721 98 6 optimization optimization NOUN fcis-31721 98 7 performance performance NOUN fcis-31721 98 8 of of ADP fcis-31721 98 9 traditional traditional ADJ fcis-31721 98 10 algorithm algorithm NOUN fcis-31721 98 11 and and CCONJ fcis-31721 98 12 algorithm algorithm NOUN fcis-31721 98 13 in in ADP fcis-31721 98 14 this this DET fcis-31721 98 15 paper paper NOUN fcis-31721 98 16 optimization optimization NOUN fcis-31721 98 17 algorithm algorithm NOUN fcis-31721 98 18 optimization optimization NOUN fcis-31721 98 19 time time NOUN fcis-31721 98 20 ( ( PUNCT fcis-31721 98 21 s s NOUN fcis-31721 98 22 ) ) PUNCT fcis-31721 98 23 calculation calculation NOUN fcis-31721 98 24 accuracy accuracy NOUN fcis-31721 98 25 ( ( PUNCT fcis-31721 98 26 % % INTJ fcis-31721 98 27 ) ) PUNCT fcis-31721 98 28 traditional traditional ADJ fcis-31721 98 29 optimization optimization NOUN fcis-31721 98 30 method method NOUN fcis-31721 98 31 45 45 NUM fcis-31721 98 32 88 88 NUM fcis-31721 98 33 hybrid hybrid ADJ fcis-31721 98 34 optimization optimization NOUN fcis-31721 98 35 algorithm algorithm NOUN fcis-31721 98 36 in in ADP fcis-31721 98 37 this this DET fcis-31721 98 38 paper paper NOUN fcis-31721 98 39 36 36 NUM fcis-31721 98 40 97 97 NUM fcis-31721 98 41 the the DET fcis-31721 98 42 optimal optimal ADJ fcis-31721 98 43 time time NOUN fcis-31721 98 44 of of ADP fcis-31721 98 45 the the DET fcis-31721 98 46 proposed propose VERB fcis-31721 98 47 optimization optimization NOUN fcis-31721 98 48 algorithm algorithm NOUN fcis-31721 98 49 is be AUX fcis-31721 98 50 reduced reduce VERB fcis-31721 98 51 by by ADP fcis-31721 98 52 20 20 NUM fcis-31721 98 53 % % NOUN fcis-31721 98 54 compared compare VERB fcis-31721 98 55 with with ADP fcis-31721 98 56 the the DET fcis-31721 98 57 traditional traditional ADJ fcis-31721 98 58 optimization optimization NOUN fcis-31721 98 59 method method NOUN fcis-31721 98 60 , , PUNCT fcis-31721 98 61 and and CCONJ fcis-31721 98 62 the the DET fcis-31721 98 63 calculation calculation NOUN fcis-31721 98 64 accuracy accuracy NOUN fcis-31721 98 65 is be AUX fcis-31721 98 66 improved improve VERB fcis-31721 98 67 by by ADP fcis-31721 98 68 15 15 NUM fcis-31721 98 69 % % NOUN fcis-31721 98 70 compared compare VERB fcis-31721 98 71 with with ADP fcis-31721 98 72 the the DET fcis-31721 98 73 traditional traditional ADJ fcis-31721 98 74 method method NOUN fcis-31721 98 75 . . PUNCT fcis-31721 99 1 this this DET fcis-31721 99 2 result result NOUN fcis-31721 99 3 further far ADV fcis-31721 99 4 proves prove VERB fcis-31721 99 5 the the DET fcis-31721 99 6 superiority superiority NOUN fcis-31721 99 7 of of ADP fcis-31721 99 8 the the DET fcis-31721 99 9 proposed propose VERB fcis-31721 99 10 optimization optimization NOUN fcis-31721 99 11 algorithm algorithm NOUN fcis-31721 99 12 in in ADP fcis-31721 99 13 terms term NOUN fcis-31721 99 14 of of ADP fcis-31721 99 15 efficiency efficiency NOUN fcis-31721 99 16 and and CCONJ fcis-31721 99 17 accuracy accuracy NOUN fcis-31721 99 18 . . PUNCT fcis-31721 100 1 the the DET fcis-31721 100 2 improvement improvement NOUN fcis-31721 100 3 of of ADP fcis-31721 100 4 the the DET fcis-31721 100 5 efficiency efficiency NOUN fcis-31721 100 6 of of ADP fcis-31721 100 7 the the DET fcis-31721 100 8 optimization optimization NOUN fcis-31721 100 9 algorithm algorithm NOUN fcis-31721 100 10 means mean VERB fcis-31721 100 11 that that SCONJ fcis-31721 100 12 more more ADJ fcis-31721 100 13 calculation calculation NOUN fcis-31721 100 14 tasks task NOUN fcis-31721 100 15 can can AUX fcis-31721 100 16 be be AUX fcis-31721 100 17 completed complete VERB fcis-31721 100 18 in in ADP fcis-31721 100 19 the the DET fcis-31721 100 20 same same ADJ fcis-31721 100 21 time time NOUN fcis-31721 100 22 , , PUNCT fcis-31721 100 23 or or CCONJ fcis-31721 100 24 the the DET fcis-31721 100 25 expected expect VERB fcis-31721 100 26 optimization optimization NOUN fcis-31721 100 27 effect effect NOUN fcis-31721 100 28 can can AUX fcis-31721 100 29 be be AUX fcis-31721 100 30 achieved achieve VERB fcis-31721 100 31 in in ADP fcis-31721 100 32 a a DET fcis-31721 100 33 shorter short ADJ fcis-31721 100 34 time time NOUN fcis-31721 100 35 . . PUNCT fcis-31721 101 1 the the DET fcis-31721 101 2 improvement improvement NOUN fcis-31721 101 3 of of ADP fcis-31721 101 4 calculation calculation NOUN fcis-31721 101 5 accuracy accuracy NOUN fcis-31721 101 6 indicates indicate VERB fcis-31721 101 7 that that SCONJ fcis-31721 101 8 the the DET fcis-31721 101 9 algorithm algorithm NOUN fcis-31721 101 10 can can AUX fcis-31721 101 11 find find VERB fcis-31721 101 12 the the DET fcis-31721 101 13 optimal optimal ADJ fcis-31721 101 14 solution solution NOUN fcis-31721 101 15 of of ADP fcis-31721 101 16 the the DET fcis-31721 101 17 problem problem NOUN fcis-31721 101 18 more more ADV fcis-31721 101 19 accurately accurately ADV fcis-31721 101 20 , , PUNCT fcis-31721 101 21 reducing reduce VERB fcis-31721 101 22 errors error NOUN fcis-31721 101 23 and and CCONJ fcis-31721 101 24 uncertainties uncertainty NOUN fcis-31721 101 25 . . PUNCT fcis-31721 102 1 these these DET fcis-31721 102 2 improvements improvement NOUN fcis-31721 102 3 are be AUX fcis-31721 102 4 of of ADP fcis-31721 102 5 great great ADJ fcis-31721 102 6 significance significance NOUN fcis-31721 102 7 for for ADP fcis-31721 102 8 practical practical ADJ fcis-31721 102 9 applications application NOUN fcis-31721 102 10 , , PUNCT fcis-31721 102 11 which which PRON fcis-31721 102 12 can can AUX fcis-31721 102 13 improve improve VERB fcis-31721 102 14 production production NOUN fcis-31721 102 15 efficiency efficiency NOUN fcis-31721 102 16 , , PUNCT fcis-31721 102 17 reduce reduce VERB fcis-31721 102 18 costs cost NOUN fcis-31721 102 19 , , PUNCT fcis-31721 102 20 and and CCONJ fcis-31721 102 21 improve improve VERB fcis-31721 102 22 product product NOUN fcis-31721 102 23 quality quality NOUN fcis-31721 102 24 and and CCONJ fcis-31721 102 25 performance performance NOUN fcis-31721 102 26 . . PUNCT fcis-31721 103 1 figure figure NOUN fcis-31721 103 2 1 1 NUM fcis-31721 103 3 clearly clearly ADV fcis-31721 103 4 shows show VERB fcis-31721 103 5 the the DET fcis-31721 103 6 significant significant ADJ fcis-31721 103 7 difference difference NOUN fcis-31721 103 8 in in ADP fcis-31721 103 9 stress stress ADJ fcis-31721 103 10 distribution distribution NOUN fcis-31721 103 11 of of ADP fcis-31721 103 12 the the DET fcis-31721 103 13 support support NOUN fcis-31721 103 14 frame frame NOUN fcis-31721 103 15 between between ADP fcis-31721 103 16 the the DET fcis-31721 103 17 traditional traditional ADJ fcis-31721 103 18 optimization optimization NOUN fcis-31721 103 19 method method NOUN fcis-31721 103 20 and and CCONJ fcis-31721 103 21 the the DET fcis-31721 103 22 algorithm algorithm NOUN fcis-31721 103 23 proposed propose VERB fcis-31721 103 24 in in ADP fcis-31721 103 25 this this DET fcis-31721 103 26 paper paper NOUN fcis-31721 103 27 . . PUNCT fcis-31721 104 1 the the DET fcis-31721 104 2 stress stress NOUN fcis-31721 104 3 of of ADP fcis-31721 104 4 the the DET fcis-31721 104 5 traditional traditional ADJ fcis-31721 104 6 optimization optimization NOUN fcis-31721 104 7 method method NOUN fcis-31721 104 8 is be AUX fcis-31721 104 9 concentrated concentrate VERB fcis-31721 104 10 on on ADP fcis-31721 104 11 the the DET fcis-31721 104 12 connection connection NOUN fcis-31721 104 13 parts part NOUN fcis-31721 104 14 of of ADP fcis-31721 104 15 the the DET fcis-31721 104 16 support support NOUN fcis-31721 104 17 frame frame NOUN fcis-31721 104 18 . . PUNCT fcis-31721 105 1 this this DET fcis-31721 105 2 stress stress NOUN fcis-31721 105 3 concentration concentration NOUN fcis-31721 105 4 phenomenon phenomenon NOUN fcis-31721 105 5 leads lead VERB fcis-31721 105 6 to to ADP fcis-31721 105 7 insufficient insufficient ADJ fcis-31721 105 8 structural structural ADJ fcis-31721 105 9 strength strength NOUN fcis-31721 105 10 and and CCONJ fcis-31721 105 11 is be AUX fcis-31721 105 12 prone prone ADJ fcis-31721 105 13 to to ADP fcis-31721 105 14 weak weak ADJ fcis-31721 105 15 links link NOUN fcis-31721 105 16 when when SCONJ fcis-31721 105 17 subjected subject VERB fcis-31721 105 18 to to ADP fcis-31721 105 19 force force NOUN fcis-31721 105 20 , , PUNCT fcis-31721 105 21 which which PRON fcis-31721 105 22 in in ADP fcis-31721 105 23 turn turn NOUN fcis-31721 105 24 affects affect VERB fcis-31721 105 25 the the DET fcis-31721 105 26 stability stability NOUN fcis-31721 105 27 and and CCONJ fcis-31721 105 28 reliability reliability NOUN fcis-31721 105 29 of of ADP fcis-31721 105 30 the the DET fcis-31721 105 31 overall overall ADJ fcis-31721 105 32 structure structure NOUN fcis-31721 105 33 . . PUNCT fcis-31721 106 1 in in ADP fcis-31721 106 2 contrast contrast NOUN fcis-31721 106 3 , , PUNCT fcis-31721 106 4 the the DET fcis-31721 106 5 algorithm algorithm NOUN fcis-31721 106 6 proposed propose VERB fcis-31721 106 7 in in ADP fcis-31721 106 8 this this DET fcis-31721 106 9 paper paper NOUN fcis-31721 106 10 effectively effectively ADV fcis-31721 106 11 balances balance VERB fcis-31721 106 12 the the DET fcis-31721 106 13 stress stress NOUN fcis-31721 106 14 distribution distribution NOUN fcis-31721 106 15 in in ADP fcis-31721 106 16 various various ADJ fcis-31721 106 17 regions region NOUN fcis-31721 106 18 through through ADP fcis-31721 106 19 optimization optimization NOUN fcis-31721 106 20 design design NOUN fcis-31721 106 21 , , PUNCT fcis-31721 106 22 significantly significantly ADV fcis-31721 106 23 reducing reduce VERB fcis-31721 106 24 the the DET fcis-31721 106 25 stress stress NOUN fcis-31721 106 26 concentration concentration NOUN fcis-31721 106 27 phenomenon phenomenon NOUN fcis-31721 106 28 . . PUNCT fcis-31721 107 1 this this DET fcis-31721 107 2 optimization optimization NOUN fcis-31721 107 3 strategy strategy NOUN fcis-31721 107 4 not not PART fcis-31721 107 5 only only ADV fcis-31721 107 6 improves improve VERB fcis-31721 107 7 the the DET fcis-31721 107 8 overall overall ADJ fcis-31721 107 9 strength strength NOUN fcis-31721 107 10 12 12 NUM fcis-31721 107 11 of of ADP fcis-31721 107 12 the the DET fcis-31721 107 13 structure structure NOUN fcis-31721 107 14 , , PUNCT fcis-31721 107 15 but but CCONJ fcis-31721 107 16 also also ADV fcis-31721 107 17 distributes distribute VERB fcis-31721 107 18 stress stress NOUN fcis-31721 107 19 more more ADV fcis-31721 107 20 evenly evenly ADV fcis-31721 107 21 when when SCONJ fcis-31721 107 22 the the DET fcis-31721 107 23 structure structure NOUN fcis-31721 107 24 is be AUX fcis-31721 107 25 subjected subject VERB fcis-31721 107 26 to to ADP fcis-31721 107 27 external external ADJ fcis-31721 107 28 force force NOUN fcis-31721 107 29 by by ADP fcis-31721 107 30 reasonably reasonably ADV fcis-31721 107 31 distributing distribute VERB fcis-31721 107 32 stress stress NOUN fcis-31721 107 33 , , PUNCT fcis-31721 107 34 thereby thereby ADV fcis-31721 107 35 avoiding avoid VERB fcis-31721 107 36 structural structural ADJ fcis-31721 107 37 failure failure NOUN fcis-31721 107 38 caused cause VERB fcis-31721 107 39 by by ADP fcis-31721 107 40 excessive excessive ADJ fcis-31721 107 41 local local ADJ fcis-31721 107 42 stress stress NOUN fcis-31721 107 43 . . PUNCT fcis-31721 108 1 this this DET fcis-31721 108 2 optimization optimization NOUN fcis-31721 108 3 method method NOUN fcis-31721 108 4 is be AUX fcis-31721 108 5 of of ADP fcis-31721 108 6 great great ADJ fcis-31721 108 7 significance significance NOUN fcis-31721 108 8 in in ADP fcis-31721 108 9 practical practical ADJ fcis-31721 108 10 engineering engineering NOUN fcis-31721 108 11 applications application NOUN fcis-31721 108 12 and and CCONJ fcis-31721 108 13 can can AUX fcis-31721 108 14 effectively effectively ADV fcis-31721 108 15 improve improve VERB fcis-31721 108 16 the the DET fcis-31721 108 17 service service NOUN fcis-31721 108 18 life life NOUN fcis-31721 108 19 and and CCONJ fcis-31721 108 20 safety safety NOUN fcis-31721 108 21 of of ADP fcis-31721 108 22 the the DET fcis-31721 108 23 structure structure NOUN fcis-31721 108 24 . . PUNCT fcis-31721 109 1 figure figure NOUN fcis-31721 109 2 1 1 NUM fcis-31721 109 3 . . PUNCT fcis-31721 109 4 comparison comparison NOUN fcis-31721 109 5 of of ADP fcis-31721 109 6 stress stress ADJ fcis-31721 109 7 distribution distribution NOUN fcis-31721 109 8 between between ADP fcis-31721 109 9 traditional traditional ADJ fcis-31721 109 10 optimization optimization NOUN fcis-31721 109 11 method method NOUN fcis-31721 109 12 and and CCONJ fcis-31721 109 13 the the DET fcis-31721 109 14 algorithm algorithm NOUN fcis-31721 109 15 in in ADP fcis-31721 109 16 this this DET fcis-31721 109 17 paper paper NOUN fcis-31721 109 18 figure figure NOUN fcis-31721 109 19 2 2 NUM fcis-31721 109 20 . . PUNCT fcis-31721 109 21 displacement displacement ADJ fcis-31721 109 22 change change NOUN fcis-31721 109 23 curve curve NOUN fcis-31721 109 24 before before ADP fcis-31721 109 25 and and CCONJ fcis-31721 109 26 after after ADP fcis-31721 109 27 optimization optimization NOUN fcis-31721 109 28 figure figure NOUN fcis-31721 109 29 2 2 NUM fcis-31721 109 30 shows show VERB fcis-31721 109 31 the the DET fcis-31721 109 32 displacement displacement ADJ fcis-31721 109 33 changes change NOUN fcis-31721 109 34 of of ADP fcis-31721 109 35 the the DET fcis-31721 109 36 support support NOUN fcis-31721 109 37 frame frame NOUN fcis-31721 109 38 before before ADP fcis-31721 109 39 and and CCONJ fcis-31721 109 40 after after ADP fcis-31721 109 41 optimization optimization NOUN fcis-31721 109 42 . . PUNCT fcis-31721 110 1 as as SCONJ fcis-31721 110 2 can can AUX fcis-31721 110 3 be be AUX fcis-31721 110 4 seen see VERB fcis-31721 110 5 from from ADP fcis-31721 110 6 the the DET fcis-31721 110 7 figure figure NOUN fcis-31721 110 8 , , PUNCT fcis-31721 110 9 the the DET fcis-31721 110 10 displacement displacement NOUN fcis-31721 110 11 curve curve NOUN fcis-31721 110 12 before before ADP fcis-31721 110 13 optimization optimization NOUN fcis-31721 110 14 shows show VERB fcis-31721 110 15 that that SCONJ fcis-31721 110 16 the the DET fcis-31721 110 17 support support NOUN fcis-31721 110 18 frame frame NOUN fcis-31721 110 19 has have VERB fcis-31721 110 20 a a DET fcis-31721 110 21 large large ADJ fcis-31721 110 22 displacement displacement NOUN fcis-31721 110 23 after after ADP fcis-31721 110 24 being be AUX fcis-31721 110 25 stressed stress VERB fcis-31721 110 26 . . PUNCT fcis-31721 111 1 this this DET fcis-31721 111 2 significant significant ADJ fcis-31721 111 3 displacement displacement NOUN fcis-31721 111 4 may may AUX fcis-31721 111 5 cause cause VERB fcis-31721 111 6 system system NOUN fcis-31721 111 7 instability instability NOUN fcis-31721 111 8 . . PUNCT fcis-31721 112 1 after after ADP fcis-31721 112 2 the the DET fcis-31721 112 3 optimized optimize VERB fcis-31721 112 4 design design NOUN fcis-31721 112 5 , , PUNCT fcis-31721 112 6 the the DET fcis-31721 112 7 displacement displacement NOUN fcis-31721 112 8 has have AUX fcis-31721 112 9 been be AUX fcis-31721 112 10 significantly significantly ADV fcis-31721 112 11 reduced reduce VERB fcis-31721 112 12 . . PUNCT fcis-31721 113 1 this this PRON fcis-31721 113 2 is be AUX fcis-31721 113 3 mainly mainly ADV fcis-31721 113 4 due due ADJ fcis-31721 113 5 to to ADP fcis-31721 113 6 the the DET fcis-31721 113 7 effective effective ADJ fcis-31721 113 8 improvement improvement NOUN fcis-31721 113 9 of of ADP fcis-31721 113 10 the the DET fcis-31721 113 11 stability stability NOUN fcis-31721 113 12 of of ADP fcis-31721 113 13 the the DET fcis-31721 113 14 system system NOUN fcis-31721 113 15 by by ADP fcis-31721 113 16 reducing reduce VERB fcis-31721 113 17 the the DET fcis-31721 113 18 weight weight NOUN fcis-31721 113 19 of of ADP fcis-31721 113 20 the the DET fcis-31721 113 21 material material NOUN fcis-31721 113 22 and and CCONJ fcis-31721 113 23 optimizing optimize VERB fcis-31721 113 24 the the DET fcis-31721 113 25 structural structural ADJ fcis-31721 113 26 form form NOUN fcis-31721 113 27 . . PUNCT fcis-31721 114 1 this this DET fcis-31721 114 2 optimization optimization NOUN fcis-31721 114 3 not not PART fcis-31721 114 4 only only ADV fcis-31721 114 5 improves improve VERB fcis-31721 114 6 the the DET fcis-31721 114 7 mechanical mechanical ADJ fcis-31721 114 8 properties property NOUN fcis-31721 114 9 of of ADP fcis-31721 114 10 the the DET fcis-31721 114 11 structure structure NOUN fcis-31721 114 12 , , PUNCT fcis-31721 114 13 but but CCONJ fcis-31721 114 14 also also ADV fcis-31721 114 15 provides provide VERB fcis-31721 114 16 a a DET fcis-31721 114 17 strong strong ADJ fcis-31721 114 18 guarantee guarantee NOUN fcis-31721 114 19 for for ADP fcis-31721 114 20 reliability reliability NOUN fcis-31721 114 21 and and CCONJ fcis-31721 114 22 safety safety NOUN fcis-31721 114 23 in in ADP fcis-31721 114 24 practical practical ADJ fcis-31721 114 25 applications application NOUN fcis-31721 114 26 . . PUNCT fcis-31721 115 1 in in ADP fcis-31721 115 2 engineering engineering NOUN fcis-31721 115 3 practice practice NOUN fcis-31721 115 4 , , PUNCT fcis-31721 115 5 the the DET fcis-31721 115 6 stability stability NOUN fcis-31721 115 7 and and CCONJ fcis-31721 115 8 reliability reliability NOUN fcis-31721 115 9 of of ADP fcis-31721 115 10 the the DET fcis-31721 115 11 structure structure NOUN fcis-31721 115 12 are be AUX fcis-31721 115 13 crucial crucial ADJ fcis-31721 115 14 . . PUNCT fcis-31721 116 1 the the DET fcis-31721 116 2 optimized optimize VERB fcis-31721 116 3 design design NOUN fcis-31721 116 4 significantly significantly ADV fcis-31721 116 5 improves improve VERB fcis-31721 116 6 the the DET fcis-31721 116 7 bearing bearing NOUN fcis-31721 116 8 capacity capacity NOUN fcis-31721 116 9 and and CCONJ fcis-31721 116 10 service service NOUN fcis-31721 116 11 life life NOUN fcis-31721 116 12 of of ADP fcis-31721 116 13 the the DET fcis-31721 116 14 structure structure NOUN fcis-31721 116 15 by by ADP fcis-31721 116 16 reducing reduce VERB fcis-31721 116 17 displacement displacement NOUN fcis-31721 116 18 and and CCONJ fcis-31721 116 19 stress stress NOUN fcis-31721 116 20 concentration concentration NOUN fcis-31721 116 21 . . PUNCT fcis-31721 117 1 figure figure NOUN fcis-31721 117 2 3 3 NUM fcis-31721 117 3 . . PUNCT fcis-31721 117 4 convergence convergence NOUN fcis-31721 117 5 speed speed NOUN fcis-31721 117 6 of of ADP fcis-31721 117 7 objective objective ADJ fcis-31721 117 8 function function NOUN fcis-31721 117 9 during during ADP fcis-31721 117 10 optimization optimization NOUN fcis-31721 117 11 . . PUNCT fcis-31721 118 1 figure figure NOUN fcis-31721 118 2 3 3 NUM fcis-31721 118 3 shows show VERB fcis-31721 118 4 the the DET fcis-31721 118 5 convergence convergence NOUN fcis-31721 118 6 speed speed NOUN fcis-31721 118 7 of of ADP fcis-31721 118 8 the the DET fcis-31721 118 9 objective objective ADJ fcis-31721 118 10 function function NOUN fcis-31721 118 11 of of ADP fcis-31721 118 12 the the DET fcis-31721 118 13 proposed propose VERB fcis-31721 118 14 algorithm algorithm NOUN fcis-31721 118 15 during during ADP fcis-31721 118 16 the the DET fcis-31721 118 17 optimization optimization NOUN fcis-31721 118 18 process process NOUN fcis-31721 118 19 . . PUNCT fcis-31721 119 1 compared compare VERB fcis-31721 119 2 with with ADP fcis-31721 119 3 the the DET fcis-31721 119 4 traditional traditional ADJ fcis-31721 119 5 method method NOUN fcis-31721 119 6 , , PUNCT fcis-31721 119 7 the the DET fcis-31721 119 8 proposed propose VERB fcis-31721 119 9 algorithm algorithm NOUN fcis-31721 119 10 converges converge VERB fcis-31721 119 11 faster fast ADV fcis-31721 119 12 and and CCONJ fcis-31721 119 13 can can AUX fcis-31721 119 14 reach reach VERB fcis-31721 119 15 a a DET fcis-31721 119 16 better well ADJ fcis-31721 119 17 solution solution NOUN fcis-31721 119 18 in in ADP fcis-31721 119 19 fewer few ADJ fcis-31721 119 20 iterations iteration NOUN fcis-31721 119 21 [ [ X fcis-31721 119 22 17 17 NUM fcis-31721 119 23 ] ] PUNCT fcis-31721 119 24 . . PUNCT fcis-31721 120 1 this this DET fcis-31721 120 2 result result NOUN fcis-31721 120 3 shows show VERB fcis-31721 120 4 that that SCONJ fcis-31721 120 5 the the DET fcis-31721 120 6 proposed propose VERB fcis-31721 120 7 optimization optimization NOUN fcis-31721 120 8 method method NOUN fcis-31721 120 9 has have VERB fcis-31721 120 10 high high ADJ fcis-31721 120 11 computational computational ADJ fcis-31721 120 12 efficiency efficiency NOUN fcis-31721 120 13 . . PUNCT fcis-31721 121 1 by by ADP fcis-31721 121 2 improving improve VERB fcis-31721 121 3 the the DET fcis-31721 121 4 optimization optimization NOUN fcis-31721 121 5 algorithm algorithm NOUN fcis-31721 121 6 , , PUNCT fcis-31721 121 7 the the DET fcis-31721 121 8 calculation calculation NOUN fcis-31721 121 9 time time NOUN fcis-31721 121 10 was be AUX fcis-31721 121 11 reduced reduce VERB fcis-31721 121 12 by by ADP fcis-31721 121 13 20 20 NUM fcis-31721 121 14 % % NOUN fcis-31721 121 15 , , PUNCT fcis-31721 121 16 and and CCONJ fcis-31721 121 17 the the DET fcis-31721 121 18 optimization optimization NOUN fcis-31721 121 19 speed speed NOUN fcis-31721 121 20 was be AUX fcis-31721 121 21 increased increase VERB fcis-31721 121 22 by by ADP fcis-31721 121 23 about about ADV fcis-31721 121 24 25 25 NUM fcis-31721 121 25 % % NOUN fcis-31721 121 26 compared compare VERB fcis-31721 121 27 with with ADP fcis-31721 121 28 the the DET fcis-31721 121 29 traditional traditional ADJ fcis-31721 121 30 method method NOUN fcis-31721 121 31 . . PUNCT fcis-31721 122 1 this this DET fcis-31721 122 2 significant significant ADJ fcis-31721 122 3 efficiency efficiency NOUN fcis-31721 122 4 improvement improvement NOUN fcis-31721 122 5 is be AUX fcis-31721 122 6 mainly mainly ADV fcis-31721 122 7 due due ADJ fcis-31721 122 8 to to ADP fcis-31721 122 9 the the DET fcis-31721 122 10 optimization optimization NOUN fcis-31721 122 11 strategy strategy NOUN fcis-31721 122 12 of of ADP fcis-31721 122 13 the the DET fcis-31721 122 14 algorithm algorithm NOUN fcis-31721 122 15 during during ADP fcis-31721 122 16 the the DET fcis-31721 122 17 iteration iteration NOUN fcis-31721 122 18 process process NOUN fcis-31721 122 19 , , PUNCT fcis-31721 122 20 which which PRON fcis-31721 122 21 enables enable VERB fcis-31721 122 22 it it PRON fcis-31721 122 23 to to PART fcis-31721 122 24 find find VERB fcis-31721 122 25 a a DET fcis-31721 122 26 better well ADJ fcis-31721 122 27 solution solution NOUN fcis-31721 122 28 in in ADP fcis-31721 122 29 a a DET fcis-31721 122 30 shorter short ADJ fcis-31721 122 31 time time NOUN fcis-31721 122 32 . . PUNCT fcis-31721 123 1 this this DET fcis-31721 123 2 efficient efficient ADJ fcis-31721 123 3 optimization optimization NOUN fcis-31721 123 4 method method NOUN fcis-31721 123 5 is be AUX fcis-31721 123 6 of of ADP fcis-31721 123 7 great great ADJ fcis-31721 123 8 significance significance NOUN fcis-31721 123 9 in in ADP fcis-31721 123 10 practical practical ADJ fcis-31721 123 11 applications application NOUN fcis-31721 123 12 , , PUNCT fcis-31721 123 13 especially especially ADV fcis-31721 123 14 in in ADP fcis-31721 123 15 scenarios scenario NOUN fcis-31721 123 16 where where SCONJ fcis-31721 123 17 optimization optimization NOUN fcis-31721 123 18 results result VERB fcis-31721 123 19 need need VERB fcis-31721 123 20 to to PART fcis-31721 123 21 be be AUX fcis-31721 123 22 obtained obtain VERB fcis-31721 123 23 quickly quickly ADV fcis-31721 123 24 , , PUNCT fcis-31721 123 25 which which PRON fcis-31721 123 26 can can AUX fcis-31721 123 27 significantly significantly ADV fcis-31721 123 28 improve improve VERB fcis-31721 123 29 work work NOUN fcis-31721 123 30 efficiency efficiency NOUN fcis-31721 123 31 . . PUNCT fcis-31721 124 1 figure figure VERB fcis-31721 124 2 4 4 NUM fcis-31721 124 3 . . PUNCT fcis-31721 124 4 convergence convergence NOUN fcis-31721 124 5 of of ADP fcis-31721 124 6 multi multi ADJ fcis-31721 124 7 - - ADJ fcis-31721 124 8 objective objective ADJ fcis-31721 124 9 optimization optimization NOUN fcis-31721 124 10 of of ADP fcis-31721 124 11 each each DET fcis-31721 124 12 objective objective ADJ fcis-31721 124 13 function function NOUN fcis-31721 124 14 . . PUNCT fcis-31721 125 1 figure figure NOUN fcis-31721 125 2 4 4 NUM fcis-31721 125 3 shows show VERB fcis-31721 125 4 the the DET fcis-31721 125 5 convergence convergence NOUN fcis-31721 125 6 of of ADP fcis-31721 125 7 each each DET fcis-31721 125 8 objective objective ADJ fcis-31721 125 9 function function NOUN fcis-31721 125 10 in in ADP fcis-31721 125 11 the the DET fcis-31721 125 12 multi multi ADJ fcis-31721 125 13 - - ADJ fcis-31721 125 14 objective objective ADJ fcis-31721 125 15 optimization optimization NOUN fcis-31721 125 16 process process NOUN fcis-31721 125 17 . . PUNCT fcis-31721 126 1 the the DET fcis-31721 126 2 proposed propose VERB fcis-31721 126 3 algorithm algorithm NOUN fcis-31721 126 4 can can AUX fcis-31721 126 5 find find VERB fcis-31721 126 6 a a DET fcis-31721 126 7 more more ADV fcis-31721 126 8 ideal ideal ADJ fcis-31721 126 9 compromise compromise NOUN fcis-31721 126 10 between between ADP fcis-31721 126 11 structural structural ADJ fcis-31721 126 12 strength strength NOUN fcis-31721 126 13 , , PUNCT fcis-31721 126 14 weight weight NOUN fcis-31721 126 15 , , PUNCT fcis-31721 126 16 and and CCONJ fcis-31721 126 17 cost cost NOUN fcis-31721 126 18 by by ADP fcis-31721 126 19 optimizing optimize VERB fcis-31721 126 20 the the DET fcis-31721 126 21 balance balance NOUN fcis-31721 126 22 between between ADP fcis-31721 126 23 multiple multiple ADJ fcis-31721 126 24 objectives objective NOUN fcis-31721 126 25 . . PUNCT fcis-31721 127 1 this this DET fcis-31721 127 2 multi multi ADJ fcis-31721 127 3 - - ADJ fcis-31721 127 4 objective objective ADJ fcis-31721 127 5 optimization optimization NOUN fcis-31721 127 6 method method NOUN fcis-31721 127 7 not not PART fcis-31721 127 8 only only ADV fcis-31721 127 9 improves improve VERB fcis-31721 127 10 the the DET fcis-31721 127 11 design design NOUN fcis-31721 127 12 accuracy accuracy NOUN fcis-31721 127 13 , , PUNCT fcis-31721 127 14 but but CCONJ fcis-31721 127 15 also also ADV fcis-31721 127 16 improves improve VERB fcis-31721 127 17 the the DET fcis-31721 127 18 calculation calculation NOUN fcis-31721 127 19 accuracy accuracy NOUN fcis-31721 127 20 by by ADP fcis-31721 127 21 15 15 NUM fcis-31721 127 22 % % NOUN fcis-31721 127 23 by by ADP fcis-31721 127 24 improving improve VERB fcis-31721 127 25 the the DET fcis-31721 127 26 calculation calculation NOUN fcis-31721 127 27 method method NOUN fcis-31721 127 28 , , PUNCT fcis-31721 127 29 making make VERB fcis-31721 127 30 the the DET fcis-31721 127 31 optimization optimization NOUN fcis-31721 127 32 results result VERB fcis-31721 127 33 closer close ADV fcis-31721 127 34 to to ADP fcis-31721 127 35 the the DET fcis-31721 127 36 performance performance NOUN fcis-31721 127 37 requirements requirement NOUN fcis-31721 127 38 in in ADP fcis-31721 127 39 the the DET fcis-31721 127 40 actual actual ADJ fcis-31721 127 41 working working NOUN fcis-31721 127 42 environment environment NOUN fcis-31721 127 43 . . PUNCT fcis-31721 128 1 in in ADP fcis-31721 128 2 multi multi ADJ fcis-31721 128 3 - - ADJ fcis-31721 128 4 objective objective ADJ fcis-31721 128 5 optimization optimization NOUN fcis-31721 128 6 , , PUNCT fcis-31721 128 7 13 13 NUM fcis-31721 128 8 balancing balance VERB fcis-31721 128 9 the the DET fcis-31721 128 10 conflicts conflict NOUN fcis-31721 128 11 between between ADP fcis-31721 128 12 different different ADJ fcis-31721 128 13 objectives objective NOUN fcis-31721 128 14 is be AUX fcis-31721 128 15 one one NUM fcis-31721 128 16 of of ADP fcis-31721 128 17 the the DET fcis-31721 128 18 key key ADJ fcis-31721 128 19 challenges challenge NOUN fcis-31721 128 20 . . PUNCT fcis-31721 129 1 the the DET fcis-31721 129 2 proposed propose VERB fcis-31721 129 3 algorithm algorithm NOUN fcis-31721 129 4 can can AUX fcis-31721 129 5 find find VERB fcis-31721 129 6 the the DET fcis-31721 129 7 optimal optimal ADJ fcis-31721 129 8 balance balance NOUN fcis-31721 129 9 point point NOUN fcis-31721 129 10 between between ADP fcis-31721 129 11 multiple multiple ADJ fcis-31721 129 12 objectives objective NOUN fcis-31721 129 13 through through ADP fcis-31721 129 14 an an DET fcis-31721 129 15 effective effective ADJ fcis-31721 129 16 optimization optimization NOUN fcis-31721 129 17 strategy strategy NOUN fcis-31721 129 18 , , PUNCT fcis-31721 129 19 thereby thereby ADV fcis-31721 129 20 providing provide VERB fcis-31721 129 21 a a DET fcis-31721 129 22 more more ADV fcis-31721 129 23 reliable reliable ADJ fcis-31721 129 24 and and CCONJ fcis-31721 129 25 efficient efficient ADJ fcis-31721 129 26 design design NOUN fcis-31721 129 27 solution solution NOUN fcis-31721 129 28 in in ADP fcis-31721 129 29 practical practical ADJ fcis-31721 129 30 applications application NOUN fcis-31721 129 31 . . PUNCT fcis-31721 130 1 the the DET fcis-31721 130 2 proposed propose VERB fcis-31721 130 3 algorithm algorithm NOUN fcis-31721 130 4 has have AUX fcis-31721 130 5 significantly significantly ADV fcis-31721 130 6 improved improve VERB fcis-31721 130 7 the the DET fcis-31721 130 8 design design NOUN fcis-31721 130 9 accuracy accuracy NOUN fcis-31721 130 10 compared compare VERB fcis-31721 130 11 with with ADP fcis-31721 130 12 the the DET fcis-31721 130 13 traditional traditional ADJ fcis-31721 130 14 optimization optimization NOUN fcis-31721 130 15 method method NOUN fcis-31721 130 16 . . PUNCT fcis-31721 131 1 according accord VERB fcis-31721 131 2 to to ADP fcis-31721 131 3 the the DET fcis-31721 131 4 experimental experimental ADJ fcis-31721 131 5 results result NOUN fcis-31721 131 6 , , PUNCT fcis-31721 131 7 the the DET fcis-31721 131 8 calculation calculation NOUN fcis-31721 131 9 accuracy accuracy NOUN fcis-31721 131 10 is be AUX fcis-31721 131 11 improved improve VERB fcis-31721 131 12 by by ADP fcis-31721 131 13 15 15 NUM fcis-31721 131 14 % % NOUN fcis-31721 131 15 , , PUNCT fcis-31721 131 16 making make VERB fcis-31721 131 17 the the DET fcis-31721 131 18 design design NOUN fcis-31721 131 19 results result VERB fcis-31721 131 20 closer close ADV fcis-31721 131 21 to to ADP fcis-31721 131 22 the the DET fcis-31721 131 23 performance performance NOUN fcis-31721 131 24 requirements requirement NOUN fcis-31721 131 25 in in ADP fcis-31721 131 26 the the DET fcis-31721 131 27 real real ADJ fcis-31721 131 28 working working NOUN fcis-31721 131 29 environment environment NOUN fcis-31721 131 30 . . PUNCT fcis-31721 132 1 by by ADP fcis-31721 132 2 comparing compare VERB fcis-31721 132 3 the the DET fcis-31721 132 4 time time NOUN fcis-31721 132 5 required require VERB fcis-31721 132 6 for for ADP fcis-31721 132 7 optimization optimization NOUN fcis-31721 132 8 , , PUNCT fcis-31721 132 9 the the DET fcis-31721 132 10 proposed propose VERB fcis-31721 132 11 algorithm algorithm NOUN fcis-31721 132 12 reduces reduce VERB fcis-31721 132 13 the the DET fcis-31721 132 14 calculation calculation NOUN fcis-31721 132 15 time time NOUN fcis-31721 132 16 by by ADP fcis-31721 132 17 20 20 NUM fcis-31721 132 18 % % NOUN fcis-31721 132 19 compared compare VERB fcis-31721 132 20 with with ADP fcis-31721 132 21 the the DET fcis-31721 132 22 traditional traditional ADJ fcis-31721 132 23 algorithm algorithm NOUN fcis-31721 132 24 , , PUNCT fcis-31721 132 25 showing show VERB fcis-31721 132 26 higher high ADJ fcis-31721 132 27 calculation calculation NOUN fcis-31721 132 28 efficiency efficiency NOUN fcis-31721 132 29 . . PUNCT fcis-31721 133 1 through through ADP fcis-31721 133 2 the the DET fcis-31721 133 3 analysis analysis NOUN fcis-31721 133 4 of of ADP fcis-31721 133 5 the the DET fcis-31721 133 6 convergence convergence NOUN fcis-31721 133 7 of of ADP fcis-31721 133 8 the the DET fcis-31721 133 9 objective objective ADJ fcis-31721 133 10 function function NOUN fcis-31721 133 11 , , PUNCT fcis-31721 133 12 the the DET fcis-31721 133 13 proposed propose VERB fcis-31721 133 14 algorithm algorithm NOUN fcis-31721 133 15 can can AUX fcis-31721 133 16 reach reach VERB fcis-31721 133 17 the the DET fcis-31721 133 18 convergence convergence NOUN fcis-31721 133 19 state state NOUN fcis-31721 133 20 faster fast ADV fcis-31721 133 21 , , PUNCT fcis-31721 133 22 and and CCONJ fcis-31721 133 23 the the DET fcis-31721 133 24 optimization optimization NOUN fcis-31721 133 25 speed speed NOUN fcis-31721 133 26 is be AUX fcis-31721 133 27 about about ADV fcis-31721 133 28 25 25 NUM fcis-31721 133 29 % % NOUN fcis-31721 133 30 higher high ADJ fcis-31721 133 31 than than ADP fcis-31721 133 32 the the DET fcis-31721 133 33 traditional traditional ADJ fcis-31721 133 34 method method NOUN fcis-31721 133 35 . . PUNCT fcis-31721 134 1 4 4 X fcis-31721 134 2 . . X fcis-31721 134 3 conclusion conclusion NOUN fcis-31721 134 4 this this DET fcis-31721 134 5 study study NOUN fcis-31721 134 6 proposes propose VERB fcis-31721 134 7 a a DET fcis-31721 134 8 three three NUM fcis-31721 134 9 - - PUNCT fcis-31721 134 10 dimensional dimensional ADJ fcis-31721 134 11 modeling modeling NOUN fcis-31721 134 12 and and CCONJ fcis-31721 134 13 simulation simulation NOUN fcis-31721 134 14 optimization optimization NOUN fcis-31721 134 15 algorithm algorithm NOUN fcis-31721 134 16 combining combine VERB fcis-31721 134 17 ga ga PROPN fcis-31721 134 18 and and CCONJ fcis-31721 134 19 particle particle NOUN fcis-31721 134 20 swarm swarm NOUN fcis-31721 134 21 optimization optimization NOUN fcis-31721 134 22 , , PUNCT fcis-31721 134 23 aiming aim VERB fcis-31721 134 24 to to PART fcis-31721 134 25 improve improve VERB fcis-31721 134 26 the the DET fcis-31721 134 27 efficiency efficiency NOUN fcis-31721 134 28 and and CCONJ fcis-31721 134 29 accuracy accuracy NOUN fcis-31721 134 30 of of ADP fcis-31721 134 31 multi multi ADJ fcis-31721 134 32 - - ADJ fcis-31721 134 33 objective objective ADJ fcis-31721 134 34 optimization optimization NOUN fcis-31721 134 35 in in ADP fcis-31721 134 36 mechanical mechanical ADJ fcis-31721 134 37 design design NOUN fcis-31721 134 38 . . PUNCT fcis-31721 135 1 through through ADP fcis-31721 135 2 the the DET fcis-31721 135 3 case case NOUN fcis-31721 135 4 analysis analysis NOUN fcis-31721 135 5 of of ADP fcis-31721 135 6 typical typical ADJ fcis-31721 135 7 mechanical mechanical ADJ fcis-31721 135 8 parts part NOUN fcis-31721 135 9 , , PUNCT fcis-31721 135 10 the the DET fcis-31721 135 11 experimental experimental ADJ fcis-31721 135 12 results result NOUN fcis-31721 135 13 show show VERB fcis-31721 135 14 that that SCONJ fcis-31721 135 15 the the DET fcis-31721 135 16 proposed propose VERB fcis-31721 135 17 algorithm algorithm NOUN fcis-31721 135 18 has have VERB fcis-31721 135 19 obvious obvious ADJ fcis-31721 135 20 advantages advantage NOUN fcis-31721 135 21 in in ADP fcis-31721 135 22 optimization optimization NOUN fcis-31721 135 23 speed speed NOUN fcis-31721 135 24 , , PUNCT fcis-31721 135 25 accuracy accuracy NOUN fcis-31721 135 26 and and CCONJ fcis-31721 135 27 multi multi ADJ fcis-31721 135 28 - - ADJ fcis-31721 135 29 objective objective ADJ fcis-31721 135 30 balance balance NOUN fcis-31721 135 31 . . PUNCT fcis-31721 136 1 in in ADP fcis-31721 136 2 the the DET fcis-31721 136 3 process process NOUN fcis-31721 136 4 of of ADP fcis-31721 136 5 comparing compare VERB fcis-31721 136 6 with with ADP fcis-31721 136 7 traditional traditional ADJ fcis-31721 136 8 methods method NOUN fcis-31721 136 9 , , PUNCT fcis-31721 136 10 the the DET fcis-31721 136 11 proposed propose VERB fcis-31721 136 12 algorithm algorithm NOUN fcis-31721 136 13 has have AUX fcis-31721 136 14 improved improve VERB fcis-31721 136 15 the the DET fcis-31721 136 16 optimization optimization NOUN fcis-31721 136 17 efficiency efficiency NOUN fcis-31721 136 18 by by ADP fcis-31721 136 19 20 20 NUM fcis-31721 136 20 % % NOUN fcis-31721 136 21 and and CCONJ fcis-31721 136 22 the the DET fcis-31721 136 23 optimization optimization NOUN fcis-31721 136 24 accuracy accuracy NOUN fcis-31721 136 25 by by ADP fcis-31721 136 26 15 15 NUM fcis-31721 136 27 % % NOUN fcis-31721 136 28 . . PUNCT fcis-31721 137 1 in in ADP fcis-31721 137 2 addition addition NOUN fcis-31721 137 3 , , PUNCT fcis-31721 137 4 the the DET fcis-31721 137 5 algorithm algorithm NOUN fcis-31721 137 6 has have AUX fcis-31721 137 7 shown show VERB fcis-31721 137 8 strong strong ADJ fcis-31721 137 9 adaptability adaptability NOUN fcis-31721 137 10 in in ADP fcis-31721 137 11 practical practical ADJ fcis-31721 137 12 applications application NOUN fcis-31721 137 13 and and CCONJ fcis-31721 137 14 can can AUX fcis-31721 137 15 optimize optimize VERB fcis-31721 137 16 multiple multiple ADJ fcis-31721 137 17 design design NOUN fcis-31721 137 18 goals goal NOUN fcis-31721 137 19 at at ADP fcis-31721 137 20 the the DET fcis-31721 137 21 same same ADJ fcis-31721 137 22 time time NOUN fcis-31721 137 23 , , PUNCT fcis-31721 137 24 such such ADJ fcis-31721 137 25 as as ADP fcis-31721 137 26 structural structural ADJ fcis-31721 137 27 strength strength NOUN fcis-31721 137 28 , , PUNCT fcis-31721 137 29 weight weight NOUN fcis-31721 137 30 and and CCONJ fcis-31721 137 31 cost cost NOUN fcis-31721 137 32 , , PUNCT fcis-31721 137 33 to to PART fcis-31721 137 34 meet meet VERB fcis-31721 137 35 the the DET fcis-31721 137 36 diverse diverse ADJ fcis-31721 137 37 needs need NOUN fcis-31721 137 38 of of ADP fcis-31721 137 39 modern modern ADJ fcis-31721 137 40 mechanical mechanical ADJ fcis-31721 137 41 design design NOUN fcis-31721 137 42 . . PUNCT fcis-31721 138 1 through through ADP fcis-31721 138 2 this this DET fcis-31721 138 3 optimization optimization NOUN fcis-31721 138 4 method method NOUN fcis-31721 138 5 , , PUNCT fcis-31721 138 6 the the DET fcis-31721 138 7 mechanical mechanical ADJ fcis-31721 138 8 design design NOUN fcis-31721 138 9 process process NOUN fcis-31721 138 10 is be AUX fcis-31721 138 11 more more ADV fcis-31721 138 12 intelligent intelligent ADJ fcis-31721 138 13 and and CCONJ fcis-31721 138 14 precise precise ADJ fcis-31721 138 15 , , PUNCT fcis-31721 138 16 providing provide VERB fcis-31721 138 17 new new ADJ fcis-31721 138 18 ideas idea NOUN fcis-31721 138 19 and and CCONJ fcis-31721 138 20 tools tool NOUN fcis-31721 138 21 for for ADP fcis-31721 138 22 product product NOUN fcis-31721 138 23 design design NOUN fcis-31721 138 24 optimization optimization NOUN fcis-31721 138 25 . . PUNCT fcis-31721 139 1 future future ADJ fcis-31721 139 2 research research NOUN fcis-31721 139 3 will will AUX fcis-31721 139 4 focus focus VERB fcis-31721 139 5 on on ADP fcis-31721 139 6 further further ADJ fcis-31721 139 7 expansion expansion NOUN fcis-31721 139 8 of of ADP fcis-31721 139 9 the the DET fcis-31721 139 10 algorithm algorithm NOUN fcis-31721 139 11 , , PUNCT fcis-31721 139 12 consider consider VERB fcis-31721 139 13 more more ADJ fcis-31721 139 14 complex complex ADJ fcis-31721 139 15 optimization optimization NOUN fcis-31721 139 16 problems problem NOUN fcis-31721 139 17 , , PUNCT fcis-31721 139 18 and and CCONJ fcis-31721 139 19 explore explore VERB fcis-31721 139 20 more more ADV fcis-31721 139 21 efficient efficient ADJ fcis-31721 139 22 calculation calculation NOUN fcis-31721 139 23 methods method NOUN fcis-31721 139 24 to to PART fcis-31721 139 25 further far ADV fcis-31721 139 26 enhance enhance VERB fcis-31721 139 27 its its PRON fcis-31721 139 28 application application NOUN fcis-31721 139 29 value value NOUN fcis-31721 139 30 in in ADP fcis-31721 139 31 large large ADJ fcis-31721 139 32 - - PUNCT fcis-31721 139 33 scale scale NOUN fcis-31721 139 34 mechanical mechanical ADJ fcis-31721 139 35 design design NOUN fcis-31721 139 36 . . PUNCT fcis-31721 140 1 acknowledgments acknowledgment NOUN fcis-31721 140 2 fund fund PROPN fcis-31721 140 3 : : PUNCT fcis-31721 140 4 jiangsu jiangsu PROPN fcis-31721 140 5 province province PROPN fcis-31721 140 6 's 's PART fcis-31721 140 7 " " PUNCT fcis-31721 140 8 blue blue ADJ fcis-31721 140 9 and and CCONJ fcis-31721 140 10 green green ADJ fcis-31721 140 11 project project NOUN fcis-31721 140 12 " " PUNCT fcis-31721 140 13 for for ADP fcis-31721 140 14 outstanding outstanding ADJ fcis-31721 140 15 young young ADJ fcis-31721 140 16 backbone backbone NOUN fcis-31721 140 17 teachers teacher NOUN fcis-31721 140 18 ( ( PUNCT fcis-31721 140 19 su su PROPN fcis-31721 140 20 jiao jiao PROPN fcis-31721 140 21 shi shi PROPN fcis-31721 140 22 han han PROPN fcis-31721 141 1 [ [ X fcis-31721 141 2 2022 2022 NUM fcis-31721 141 3 ] ] PUNCT fcis-31721 141 4 no no NOUN fcis-31721 141 5 . . NOUN fcis-31721 141 6 51 51 NUM fcis-31721 141 7 ) ) PUNCT fcis-31721 141 8 . . PUNCT fcis-31721 142 1 references reference NOUN fcis-31721 142 2 [ [ X fcis-31721 142 3 1 1 NUM fcis-31721 142 4 ] ] X fcis-31721 142 5 wen wen PROPN fcis-31721 142 6 chaohao chaohao PROPN fcis-31721 142 7 . . PUNCT fcis-31721 142 8 application application NOUN fcis-31721 142 9 and and CCONJ fcis-31721 142 10 optimization optimization NOUN fcis-31721 142 11 measures measure NOUN fcis-31721 142 12 of of ADP fcis-31721 142 13 automation automation NOUN fcis-31721 142 14 technology technology NOUN fcis-31721 142 15 in in ADP fcis-31721 142 16 mechanical mechanical ADJ fcis-31721 142 17 design design NOUN fcis-31721 142 18 and and CCONJ fcis-31721 142 19 manufacturing manufacturing NOUN fcis-31721 142 20 . . PUNCT fcis-31721 143 1 engineering engineering NOUN fcis-31721 143 2 construction construction NOUN fcis-31721 143 3 , , PUNCT fcis-31721 143 4 vol vol NOUN fcis-31721 143 5 . . PROPN fcis-31721 143 6 7 7 NUM fcis-31721 143 7 , , PUNCT fcis-31721 143 8 pp pp ADJ fcis-31721 143 9 . . PUNCT fcis-31721 144 1 65 65 NUM fcis-31721 144 2 - - SYM fcis-31721 144 3 68 68 NUM fcis-31721 144 4 , , PUNCT fcis-31721 144 5 april april PROPN fcis-31721 144 6 2024 2024 NUM fcis-31721 144 7 . . PUNCT fcis-31721 145 1 [ [ X fcis-31721 145 2 2 2 X fcis-31721 145 3 ] ] X fcis-31721 145 4 wan wan PROPN fcis-31721 145 5 xiguo xiguo PROPN fcis-31721 145 6 , , PUNCT fcis-31721 145 7 & & CCONJ fcis-31721 145 8 wen wen PROPN fcis-31721 145 9 xiaomi xiaomi PROPN fcis-31721 145 10 . . PUNCT fcis-31721 146 1 research research NOUN fcis-31721 146 2 on on ADP fcis-31721 146 3 the the DET fcis-31721 146 4 application application NOUN fcis-31721 146 5 of of ADP fcis-31721 146 6 simulation simulation NOUN fcis-31721 146 7 technology technology NOUN fcis-31721 146 8 in in ADP fcis-31721 146 9 mechanical mechanical ADJ fcis-31721 146 10 design design NOUN fcis-31721 146 11 and and CCONJ fcis-31721 146 12 manufacturing manufacturing NOUN fcis-31721 146 13 . . PUNCT fcis-31721 147 1 engineering engineering NOUN fcis-31721 147 2 construction construction NOUN fcis-31721 147 3 , , PUNCT fcis-31721 147 4 vol vol NOUN fcis-31721 147 5 . . PROPN fcis-31721 148 1 6 6 NUM fcis-31721 148 2 , , PUNCT fcis-31721 148 3 pp pp ADJ fcis-31721 148 4 . . PUNCT fcis-31721 149 1 80 80 NUM fcis-31721 149 2 - - SYM fcis-31721 149 3 82 82 NUM fcis-31721 149 4 , , PUNCT fcis-31721 149 5 august august PROPN fcis-31721 149 6 2023 2023 NUM fcis-31721 149 7 . . PUNCT fcis-31721 150 1 [ [ X fcis-31721 150 2 3 3 NUM fcis-31721 150 3 ] ] X fcis-31721 150 4 wen wen PROPN fcis-31721 150 5 chaohao chaohao PROPN fcis-31721 150 6 . . PUNCT fcis-31721 151 1 research research NOUN fcis-31721 151 2 on on ADP fcis-31721 151 3 the the DET fcis-31721 151 4 digitalization digitalization NOUN fcis-31721 151 5 and and CCONJ fcis-31721 151 6 intelligent intelligent ADJ fcis-31721 151 7 development development NOUN fcis-31721 151 8 of of ADP fcis-31721 151 9 mechanical mechanical ADJ fcis-31721 151 10 design design NOUN fcis-31721 151 11 and and CCONJ fcis-31721 151 12 manufacturing manufacturing NOUN fcis-31721 151 13 . . PUNCT fcis-31721 152 1 construction construction NOUN fcis-31721 152 2 engineering engineering NOUN fcis-31721 152 3 and and CCONJ fcis-31721 152 4 management management NOUN fcis-31721 152 5 , , PUNCT fcis-31721 152 6 vol vol NOUN fcis-31721 152 7 . . PROPN fcis-31721 152 8 6 6 NUM fcis-31721 152 9 , , PUNCT fcis-31721 152 10 pp pp ADJ fcis-31721 152 11 . . PUNCT fcis-31721 152 12 144147 144147 NUM fcis-31721 152 13 , , PUNCT fcis-31721 152 14 may may AUX fcis-31721 152 15 2024 2024 NUM fcis-31721 152 16 . . PUNCT fcis-31721 153 1 [ [ X fcis-31721 153 2 4 4 NUM fcis-31721 153 3 ] ] X fcis-31721 153 4 li li PROPN fcis-31721 153 5 xuebo xuebo PROPN fcis-31721 153 6 , , PUNCT fcis-31721 153 7 wang wang PROPN fcis-31721 153 8 zhanxu zhanxu PROPN fcis-31721 153 9 , , PUNCT fcis-31721 153 10 & & CCONJ fcis-31721 153 11 zou zou PROPN fcis-31721 153 12 yujing yujing PROPN fcis-31721 153 13 . . PUNCT fcis-31721 154 1 modeling modeling NOUN fcis-31721 154 2 and and CCONJ fcis-31721 154 3 simulation simulation NOUN fcis-31721 154 4 experiment experiment NOUN fcis-31721 154 5 analysis analysis NOUN fcis-31721 154 6 of of ADP fcis-31721 154 7 palletizing palletize VERB fcis-31721 154 8 robot robot NOUN fcis-31721 154 9 arm arm NOUN fcis-31721 154 10 based base VERB fcis-31721 154 11 on on ADP fcis-31721 154 12 matlab matlab PROPN fcis-31721 154 13 . . PUNCT fcis-31721 155 1 computer computer NOUN fcis-31721 155 2 and and CCONJ fcis-31721 155 3 digital digital ADJ fcis-31721 155 4 engineering engineering NOUN fcis-31721 155 5 , , PUNCT fcis-31721 155 6 vol vol NOUN fcis-31721 155 7 . . PROPN fcis-31721 155 8 52 52 NUM fcis-31721 155 9 , , PUNCT fcis-31721 155 10 pp pp ADJ fcis-31721 155 11 . . PUNCT fcis-31721 156 1 3179 3179 NUM fcis-31721 156 2 - - SYM fcis-31721 156 3 3184 3184 NUM fcis-31721 156 4 , , PUNCT fcis-31721 156 5 october october PROPN fcis-31721 156 6 2024 2024 NUM fcis-31721 156 7 . . PUNCT fcis-31721 157 1 [ [ X fcis-31721 157 2 5 5 NUM fcis-31721 157 3 ] ] PUNCT fcis-31721 157 4 zhu zhu PROPN fcis-31721 157 5 ronglu ronglu PROPN fcis-31721 157 6 , , PUNCT fcis-31721 157 7 & & CCONJ fcis-31721 157 8 liu liu PROPN fcis-31721 157 9 sijia sijia PROPN fcis-31721 157 10 . . PUNCT fcis-31721 158 1 research research NOUN fcis-31721 158 2 on on ADP fcis-31721 158 3 the the DET fcis-31721 158 4 development development NOUN fcis-31721 158 5 and and CCONJ fcis-31721 158 6 application application NOUN fcis-31721 158 7 of of ADP fcis-31721 158 8 ar ar PROPN fcis-31721 158 9 virtual virtual ADJ fcis-31721 158 10 simulation simulation NOUN fcis-31721 158 11 teaching teaching NOUN fcis-31721 158 12 system system NOUN fcis-31721 158 13 . . PUNCT fcis-31721 159 1 computer computer NOUN fcis-31721 159 2 and and CCONJ fcis-31721 159 3 digital digital ADJ fcis-31721 159 4 engineering engineering NOUN fcis-31721 159 5 , , PUNCT fcis-31721 159 6 vol vol NOUN fcis-31721 159 7 . . PROPN fcis-31721 159 8 52 52 NUM fcis-31721 159 9 , , PUNCT fcis-31721 159 10 pp pp ADJ fcis-31721 159 11 . . PUNCT fcis-31721 160 1 377 377 NUM fcis-31721 160 2 - - SYM fcis-31721 160 3 381 381 NUM fcis-31721 160 4 , , PUNCT fcis-31721 160 5 february february PROPN fcis-31721 160 6 2024 2024 NUM fcis-31721 160 7 . . PUNCT fcis-31721 161 1 [ [ X fcis-31721 161 2 6 6 NUM fcis-31721 161 3 ] ] X fcis-31721 161 4 dong dong PROPN fcis-31721 161 5 yuanfa yuanfa PROPN fcis-31721 161 6 , , PUNCT fcis-31721 161 7 zhang zhang PROPN fcis-31721 161 8 wenli wenli PROPN fcis-31721 161 9 , , PUNCT fcis-31721 161 10 xiao xiao PROPN fcis-31721 161 11 renbin renbin PROPN fcis-31721 161 12 , , PUNCT fcis-31721 161 13 tian tian ADJ fcis-31721 161 14 qihua qihua PROPN fcis-31721 161 15 , , PUNCT fcis-31721 161 16 & & CCONJ fcis-31721 161 17 du du PROPN fcis-31721 161 18 xuan xuan PROPN fcis-31721 161 19 . . PUNCT fcis-31721 162 1 research research NOUN fcis-31721 162 2 progress progress NOUN fcis-31721 162 3 on on ADP fcis-31721 162 4 modeling modeling NOUN fcis-31721 162 5 and and CCONJ fcis-31721 162 6 optimization optimization NOUN fcis-31721 162 7 methods method NOUN fcis-31721 162 8 of of ADP fcis-31721 162 9 multi multi ADJ fcis-31721 162 10 - - ADJ fcis-31721 162 11 domain domain ADJ fcis-31721 162 12 behavior behavior NOUN fcis-31721 162 13 processes process NOUN fcis-31721 162 14 of of ADP fcis-31721 162 15 humanmachine humanmachine ADJ fcis-31721 162 16 environment environment NOUN fcis-31721 162 17 systems system NOUN fcis-31721 162 18 . . PUNCT fcis-31721 163 1 china china PROPN fcis-31721 163 2 foundry foundry PROPN fcis-31721 163 3 , , PUNCT fcis-31721 163 4 vol vol NOUN fcis-31721 163 5 . . PROPN fcis-31721 163 6 33 33 NUM fcis-31721 163 7 , , PUNCT fcis-31721 163 8 pp pp ADJ fcis-31721 163 9 . . PUNCT fcis-31721 164 1 929 929 NUM fcis-31721 164 2 - - SYM fcis-31721 164 3 942 942 NUM fcis-31721 164 4 , , PUNCT fcis-31721 164 5 august august PROPN fcis-31721 164 6 2022 2022 NUM fcis-31721 164 7 . . PUNCT fcis-31721 165 1 [ [ X fcis-31721 165 2 7 7 X fcis-31721 165 3 ] ] PUNCT fcis-31721 165 4 xie xie PROPN fcis-31721 165 5 wei wei PROPN fcis-31721 165 6 , , PUNCT fcis-31721 165 7 liu liu PROPN fcis-31721 165 8 zuyuan zuyuan PROPN fcis-31721 165 9 , , PUNCT fcis-31721 165 10 feng feng PROPN fcis-31721 165 11 baiwei baiwei PROPN fcis-31721 165 12 , , PUNCT fcis-31721 165 13 yan yan PROPN fcis-31721 165 14 helei helei PROPN fcis-31721 165 15 , , PUNCT fcis-31721 165 16 & & CCONJ fcis-31721 165 17 zeng zeng PROPN fcis-31721 165 18 dalian dalian PROPN fcis-31721 165 19 . . PUNCT fcis-31721 166 1 research research NOUN fcis-31721 166 2 progress progress NOUN fcis-31721 166 3 and and CCONJ fcis-31721 166 4 prospects prospect NOUN fcis-31721 166 5 of of ADP fcis-31721 166 6 knowledge knowledge NOUN fcis-31721 166 7 engineering engineering NOUN fcis-31721 166 8 technology technology NOUN fcis-31721 166 9 in in ADP fcis-31721 166 10 hull hull NOUN fcis-31721 166 11 design design NOUN fcis-31721 166 12 . . PUNCT fcis-31721 167 1 chinese chinese ADJ fcis-31721 167 2 ship ship NOUN fcis-31721 167 3 research research NOUN fcis-31721 167 4 , , PUNCT fcis-31721 167 5 vol vol NOUN fcis-31721 167 6 . . PROPN fcis-31721 167 7 19 19 NUM fcis-31721 167 8 , , PUNCT fcis-31721 167 9 pp pp ADJ fcis-31721 167 10 . . PUNCT fcis-31721 168 1 3 3 NUM fcis-31721 168 2 - - SYM fcis-31721 168 3 16 16 NUM fcis-31721 168 4 , , PUNCT fcis-31721 168 5 june june PROPN fcis-31721 168 6 2024 2024 NUM fcis-31721 168 7 . . PUNCT fcis-31721 169 1 [ [ X fcis-31721 169 2 8 8 NUM fcis-31721 169 3 ] ] X fcis-31721 169 4 niu niu PROPN fcis-31721 169 5 limin limin PROPN fcis-31721 169 6 , , PUNCT fcis-31721 169 7 zhang zhang PROPN fcis-31721 169 8 guotao guotao PROPN fcis-31721 169 9 , , PUNCT fcis-31721 169 10 jia jia PROPN fcis-31721 169 11 fengyuan fengyuan PROPN fcis-31721 169 12 , , PUNCT fcis-31721 169 13 & & CCONJ fcis-31721 169 14 li li PROPN fcis-31721 169 15 mingli mingli PROPN fcis-31721 169 16 . . PUNCT fcis-31721 170 1 case case NOUN fcis-31721 170 2 teaching teach VERB fcis-31721 170 3 research research NOUN fcis-31721 170 4 on on ADP fcis-31721 170 5 vehicle vehicle NOUN fcis-31721 170 6 system system NOUN fcis-31721 170 7 modeling model VERB fcis-31721 170 8 virtual virtual ADJ fcis-31721 170 9 simulation simulation NOUN fcis-31721 170 10 course course NOUN fcis-31721 170 11 . . PUNCT fcis-31721 171 1 journal journal PROPN fcis-31721 171 2 of of ADP fcis-31721 171 3 anhui anhui PROPN fcis-31721 171 4 university university PROPN fcis-31721 171 5 of of ADP fcis-31721 171 6 technology technology NOUN fcis-31721 171 7 ( ( PUNCT fcis-31721 171 8 social social ADJ fcis-31721 171 9 sciences science NOUN fcis-31721 171 10 ) ) PUNCT fcis-31721 171 11 , , PUNCT fcis-31721 171 12 vol vol NOUN fcis-31721 171 13 . . PROPN fcis-31721 171 14 41 41 NUM fcis-31721 171 15 , , PUNCT fcis-31721 171 16 pp pp ADJ fcis-31721 171 17 . . PUNCT fcis-31721 172 1 81 81 NUM fcis-31721 172 2 - - SYM fcis-31721 172 3 82 82 NUM fcis-31721 172 4 , , PUNCT fcis-31721 172 5 march march PROPN fcis-31721 172 6 2024 2024 NUM fcis-31721 172 7 . . PUNCT fcis-31721 173 1 [ [ X fcis-31721 173 2 9 9 NUM fcis-31721 173 3 ] ] PUNCT fcis-31721 173 4 feng feng NOUN fcis-31721 173 5 yiru yiru NOUN fcis-31721 173 6 , , PUNCT fcis-31721 173 7 yan yan PROPN fcis-31721 173 8 dongxu dongxu PROPN fcis-31721 173 9 , , PUNCT fcis-31721 173 10 wang wang PROPN fcis-31721 173 11 zifan zifan PROPN fcis-31721 173 12 , , PUNCT fcis-31721 173 13 yin yin PROPN fcis-31721 173 14 chenhao chenhao PROPN fcis-31721 173 15 , , PUNCT fcis-31721 173 16 & & CCONJ fcis-31721 173 17 fang fang PROPN fcis-31721 173 18 zhi zhi PROPN fcis-31721 173 19 . . PUNCT fcis-31721 174 1 secondary secondary ADJ fcis-31721 174 2 development development NOUN fcis-31721 174 3 of of ADP fcis-31721 174 4 laminate laminate ADJ fcis-31721 174 5 parametric parametric ADJ fcis-31721 174 6 modeling modeling NOUN fcis-31721 174 7 program program NOUN fcis-31721 174 8 based base VERB fcis-31721 174 9 on on ADP fcis-31721 174 10 python python PROPN fcis-31721 174 11 . . PUNCT fcis-31721 175 1 computer computer NOUN fcis-31721 175 2 - - PUNCT fcis-31721 175 3 aided aid VERB fcis-31721 175 4 engineering engineering NOUN fcis-31721 175 5 , , PUNCT fcis-31721 175 6 vol vol NOUN fcis-31721 175 7 . . PROPN fcis-31721 175 8 33 33 NUM fcis-31721 175 9 , , PUNCT fcis-31721 176 1 pp pp ADJ fcis-31721 176 2 . . PUNCT fcis-31721 177 1 38 38 NUM fcis-31721 177 2 - - SYM fcis-31721 177 3 43 43 NUM fcis-31721 177 4 , , PUNCT fcis-31721 177 5 april april PROPN fcis-31721 177 6 2024 2024 NUM fcis-31721 177 7 . . PUNCT fcis-31721 178 1 [ [ X fcis-31721 178 2 10 10 NUM fcis-31721 178 3 ] ] X fcis-31721 178 4 pu pu PROPN fcis-31721 178 5 bo bo PROPN fcis-31721 178 6 , , PUNCT fcis-31721 178 7 chen chen PROPN fcis-31721 178 8 wenchao wenchao PROPN fcis-31721 178 9 , , PUNCT fcis-31721 178 10 zhang zhang PROPN fcis-31721 178 11 zhaofu zhaofu PROPN fcis-31721 178 12 , , PUNCT fcis-31721 178 13 chen chen PROPN fcis-31721 178 14 zenghui zenghui PROPN fcis-31721 178 15 , , PUNCT fcis-31721 178 16 zhao zhao PROPN fcis-31721 178 17 yi yi PROPN fcis-31721 178 18 , , PUNCT fcis-31721 178 19 hao hao PROPN fcis-31721 178 20 qinfen qinfen PROPN fcis-31721 178 21 , , PUNCT fcis-31721 178 22 & & CCONJ fcis-31721 178 23 sun sun PROPN fcis-31721 178 24 ninghui ninghui PROPN fcis-31721 178 25 . . PUNCT fcis-31721 179 1 review review NOUN fcis-31721 179 2 of of ADP fcis-31721 179 3 research research NOUN fcis-31721 179 4 hotspots hotspot NOUN fcis-31721 179 5 in in ADP fcis-31721 179 6 numerical numerical ADJ fcis-31721 179 7 simulation simulation NOUN fcis-31721 179 8 and and CCONJ fcis-31721 179 9 multi multi ADJ fcis-31721 179 10 - - ADJ fcis-31721 179 11 physics physics ADJ fcis-31721 179 12 field field NOUN fcis-31721 179 13 collaboration collaboration NOUN fcis-31721 179 14 in in ADP fcis-31721 179 15 2024 2024 NUM fcis-31721 179 16 . . PUNCT fcis-31721 180 1 science science NOUN fcis-31721 180 2 and and CCONJ fcis-31721 180 3 technology technology NOUN fcis-31721 180 4 review review NOUN fcis-31721 180 5 , , PUNCT fcis-31721 180 6 vol vol NOUN fcis-31721 180 7 . . PROPN fcis-31721 180 8 43 43 NUM fcis-31721 180 9 , , PUNCT fcis-31721 180 10 pp pp ADJ fcis-31721 180 11 . . PUNCT fcis-31721 181 1 118 118 NUM fcis-31721 181 2 - - SYM fcis-31721 181 3 131 131 NUM fcis-31721 181 4 , , PUNCT fcis-31721 181 5 january january PROPN fcis-31721 181 6 2025 2025 NUM fcis-31721 181 7 . . PUNCT fcis-31721 182 1 [ [ X fcis-31721 182 2 11 11 NUM fcis-31721 182 3 ] ] X fcis-31721 182 4 li li PROPN fcis-31721 182 5 jianlin jianlin PROPN fcis-31721 182 6 , , PUNCT fcis-31721 182 7 zhang zhang PROPN fcis-31721 182 8 zedong zedong PROPN fcis-31721 182 9 , , PUNCT fcis-31721 182 10 li li PROPN fcis-31721 182 11 guanghui guanghui PROPN fcis-31721 182 12 , , PUNCT fcis-31721 182 13 & & CCONJ fcis-31721 182 14 niu niu PROPN fcis-31721 182 15 meng meng PROPN fcis-31721 182 16 . . PUNCT fcis-31721 183 1 research research NOUN fcis-31721 183 2 progress progress NOUN fcis-31721 183 3 in in ADP fcis-31721 183 4 proton proton NOUN fcis-31721 183 5 exchange exchange NOUN fcis-31721 183 6 membrane membrane NOUN fcis-31721 183 7 electrolyzer electrolyzer NOUN fcis-31721 183 8 modeling modeling NOUN fcis-31721 183 9 based base VERB fcis-31721 183 10 on on ADP fcis-31721 183 11 model model NOUN fcis-31721 183 12 hierarchy hierarchy NOUN fcis-31721 183 13 analysis analysis NOUN fcis-31721 183 14 . . PUNCT fcis-31721 184 1 high high ADJ fcis-31721 184 2 voltage voltage NOUN fcis-31721 184 3 technology technology NOUN fcis-31721 184 4 , , PUNCT fcis-31721 184 5 vol vol NOUN fcis-31721 184 6 . . PROPN fcis-31721 184 7 49 49 NUM fcis-31721 184 8 , , PUNCT fcis-31721 184 9 pp pp ADJ fcis-31721 184 10 . . PUNCT fcis-31721 185 1 1105 1105 NUM fcis-31721 185 2 - - SYM fcis-31721 185 3 1117 1117 NUM fcis-31721 185 4 , , PUNCT fcis-31721 185 5 march march NOUN fcis-31721 185 6 2023 2023 NUM fcis-31721 185 7 . . PUNCT fcis-31721 186 1 [ [ X fcis-31721 186 2 12 12 NUM fcis-31721 186 3 ] ] X fcis-31721 186 4 xue xue PROPN fcis-31721 186 5 junxiao junxiao PROPN fcis-31721 186 6 , , PUNCT fcis-31721 186 7 xu xu PROPN fcis-31721 186 8 mingliang mingliang PROPN fcis-31721 186 9 , , PUNCT fcis-31721 186 10 li li PROPN fcis-31721 186 11 yafei yafei PROPN fcis-31721 186 12 , , PUNCT fcis-31721 186 13 & & CCONJ fcis-31721 186 14 li li PROPN fcis-31721 186 15 chaochao chaochao PROPN fcis-31721 186 16 . . PUNCT fcis-31721 187 1 research research NOUN fcis-31721 187 2 progress progress NOUN fcis-31721 187 3 in in ADP fcis-31721 187 4 multi multi ADJ fcis-31721 187 5 - - ADJ fcis-31721 187 6 agent agent ADJ fcis-31721 187 7 modeling modeling NOUN fcis-31721 187 8 technology technology NOUN fcis-31721 187 9 for for ADP fcis-31721 187 10 aircraft aircraft NOUN fcis-31721 187 11 carrier carrier NOUN fcis-31721 187 12 electronic electronic ADJ fcis-31721 187 13 ouija ouija NOUN fcis-31721 187 14 board board NOUN fcis-31721 187 15 . . PUNCT fcis-31721 188 1 journal journal PROPN fcis-31721 188 2 of of ADP fcis-31721 188 3 computeraided computeraide VERB fcis-31721 188 4 design design NOUN fcis-31721 188 5 and and CCONJ fcis-31721 188 6 graphics graphic NOUN fcis-31721 188 7 , , PUNCT fcis-31721 188 8 vol vol NOUN fcis-31721 188 9 . . PROPN fcis-31721 188 10 33 33 NUM fcis-31721 188 11 , , PUNCT fcis-31721 188 12 pp pp ADJ fcis-31721 188 13 . . PUNCT fcis-31721 189 1 1475 1475 NUM fcis-31721 189 2 - - SYM fcis-31721 189 3 1485 1485 NUM fcis-31721 189 4 , , PUNCT fcis-31721 189 5 october october PROPN fcis-31721 189 6 2021 2021 NUM fcis-31721 189 7 . . PUNCT fcis-31721 190 1 [ [ X fcis-31721 190 2 13 13 NUM fcis-31721 190 3 ] ] X fcis-31721 190 4 zhuang zhuang PROPN fcis-31721 190 5 weimin weimin PROPN fcis-31721 190 6 , , PUNCT fcis-31721 190 7 sun sun PROPN fcis-31721 190 8 jian jian PROPN fcis-31721 190 9 , , PUNCT fcis-31721 190 10 & & CCONJ fcis-31721 190 11 xie xie PROPN fcis-31721 190 12 dongxuan dongxuan PROPN fcis-31721 190 13 . . PUNCT fcis-31721 191 1 research research NOUN fcis-31721 191 2 on on ADP fcis-31721 191 3 bezier bezi ADJ fcis-31721 191 4 curve curve NOUN fcis-31721 191 5 optimization optimization NOUN fcis-31721 191 6 of of ADP fcis-31721 191 7 voronoi voronoi PROPN fcis-31721 191 8 aluminum aluminum NOUN fcis-31721 191 9 foam foam NOUN fcis-31721 191 10 geometry geometry NOUN fcis-31721 191 11 model model NOUN fcis-31721 191 12 . . PUNCT fcis-31721 192 1 journal journal PROPN fcis-31721 192 2 of of ADP fcis-31721 192 3 mechanical mechanical ADJ fcis-31721 192 4 engineering engineering NOUN fcis-31721 192 5 , , PUNCT fcis-31721 192 6 vol vol NOUN fcis-31721 192 7 . . PROPN fcis-31721 193 1 58 58 NUM fcis-31721 193 2 , , PUNCT fcis-31721 193 3 pp pp ADJ fcis-31721 193 4 . . PUNCT fcis-31721 194 1 41 41 NUM fcis-31721 194 2 - - SYM fcis-31721 194 3 47 47 NUM fcis-31721 194 4 , , PUNCT fcis-31721 194 5 april april PROPN fcis-31721 194 6 2022 2022 NUM fcis-31721 194 7 . . PUNCT fcis-31721 195 1 [ [ X fcis-31721 195 2 14 14 NUM fcis-31721 195 3 ] ] X fcis-31721 195 4 zhao zhao PROPN fcis-31721 195 5 miao miao PROPN fcis-31721 195 6 , , PUNCT fcis-31721 195 7 & & CCONJ fcis-31721 195 8 zhang zhang PROPN fcis-31721 195 9 zhengwen zhengwen PROPN fcis-31721 195 10 . . PUNCT fcis-31721 196 1 parametric parametric ADJ fcis-31721 196 2 design design NOUN fcis-31721 196 3 and and CCONJ fcis-31721 196 4 optimization optimization NOUN fcis-31721 196 5 method method NOUN fcis-31721 196 6 of of ADP fcis-31721 196 7 gradient gradient ADJ fcis-31721 196 8 lattice lattice NOUN fcis-31721 196 9 structure structure NOUN fcis-31721 196 10 . . PUNCT fcis-31721 197 1 journal journal NOUN fcis-31721 197 2 of of ADP fcis-31721 197 3 computer computer NOUN fcis-31721 197 4 - - PUNCT fcis-31721 197 5 aided aid VERB fcis-31721 197 6 design design NOUN fcis-31721 197 7 and and CCONJ fcis-31721 197 8 graphics graphic NOUN fcis-31721 197 9 , , PUNCT fcis-31721 197 10 vol vol NOUN fcis-31721 197 11 . . PROPN fcis-31721 197 12 36 36 NUM fcis-31721 197 13 , , PUNCT fcis-31721 197 14 pp pp ADJ fcis-31721 197 15 . . PUNCT fcis-31721 198 1 1427 1427 NUM fcis-31721 198 2 - - SYM fcis-31721 198 3 1434 1434 NUM fcis-31721 198 4 , , PUNCT fcis-31721 198 5 september september PROPN fcis-31721 198 6 2024 2024 NUM fcis-31721 198 7 . . PUNCT fcis-31721 199 1 [ [ X fcis-31721 199 2 15 15 NUM fcis-31721 199 3 ] ] X fcis-31721 199 4 cheng cheng PROPN fcis-31721 199 5 shucan shucan PROPN fcis-31721 199 6 , , PUNCT fcis-31721 199 7 zhao zhao PROPN fcis-31721 199 8 yanpu yanpu PROPN fcis-31721 199 9 , , PUNCT fcis-31721 199 10 zhang zhang PROPN fcis-31721 199 11 junfei junfei PROPN fcis-31721 199 12 , , PUNCT fcis-31721 199 13 & & CCONJ fcis-31721 199 14 zhang zhang PROPN fcis-31721 199 15 jinxian jinxian PROPN fcis-31721 199 16 . . PUNCT fcis-31721 200 1 current current ADJ fcis-31721 200 2 status status NOUN fcis-31721 200 3 of of ADP fcis-31721 200 4 multi multi ADJ fcis-31721 200 5 - - ADJ fcis-31721 200 6 physics physics ADJ fcis-31721 200 7 simulation simulation NOUN fcis-31721 200 8 technology technology NOUN fcis-31721 200 9 and and CCONJ fcis-31721 200 10 software software NOUN fcis-31721 200 11 for for ADP fcis-31721 200 12 power power NOUN fcis-31721 200 13 equipment equipment NOUN fcis-31721 200 14 . . PUNCT fcis-31721 201 1 automation automation NOUN fcis-31721 201 2 of of ADP fcis-31721 201 3 electric electric ADJ fcis-31721 201 4 power power NOUN fcis-31721 201 5 systems system NOUN fcis-31721 201 6 , , PUNCT fcis-31721 201 7 vol vol NOUN fcis-31721 201 8 . . PROPN fcis-31721 201 9 46 46 NUM fcis-31721 201 10 , , PUNCT fcis-31721 201 11 pp pp ADJ fcis-31721 201 12 . . PUNCT fcis-31721 202 1 121 121 NUM fcis-31721 202 2 - - SYM fcis-31721 202 3 137 137 NUM fcis-31721 202 4 , , PUNCT fcis-31721 202 5 october october PROPN fcis-31721 202 6 2022 2022 NUM fcis-31721 202 7 . . PUNCT fcis-31721 203 1 [ [ X fcis-31721 203 2 16 16 NUM fcis-31721 203 3 ] ] X fcis-31721 203 4 fan fan PROPN fcis-31721 203 5 jinwei jinwei PROPN fcis-31721 203 6 , , PUNCT fcis-31721 203 7 xie xie PROPN fcis-31721 203 8 bentian bentian PROPN fcis-31721 203 9 , , PUNCT fcis-31721 203 10 & & CCONJ fcis-31721 203 11 li li PROPN fcis-31721 203 12 chenbao chenbao PROPN fcis-31721 203 13 . . PUNCT fcis-31721 204 1 research research NOUN fcis-31721 204 2 status status NOUN fcis-31721 204 3 of of ADP fcis-31721 204 4 precision precision NOUN fcis-31721 204 5 optimization optimization NOUN fcis-31721 204 6 design design NOUN fcis-31721 204 7 of of ADP fcis-31721 204 8 cnc cnc ADJ fcis-31721 204 9 machine machine NOUN fcis-31721 204 10 tools tool NOUN fcis-31721 204 11 . . PUNCT fcis-31721 205 1 tool tool NOUN fcis-31721 205 2 technology technology NOUN fcis-31721 205 3 , , PUNCT fcis-31721 205 4 vol vol NOUN fcis-31721 205 5 . . PROPN fcis-31721 206 1 55 55 NUM fcis-31721 206 2 , , PUNCT fcis-31721 206 3 pp pp ADJ fcis-31721 206 4 . . PUNCT fcis-31721 207 1 16 16 NUM fcis-31721 207 2 - - SYM fcis-31721 207 3 23 23 NUM fcis-31721 207 4 , , PUNCT fcis-31721 207 5 july july PROPN fcis-31721 207 6 2021 2021 NUM fcis-31721 207 7 . . PUNCT fcis-31721 208 1 [ [ X fcis-31721 208 2 17 17 NUM fcis-31721 208 3 ] ] X fcis-31721 208 4 xu xu PROPN fcis-31721 208 5 chunhe chunhe PROPN fcis-31721 208 6 , , PUNCT fcis-31721 208 7 liu liu PROPN fcis-31721 208 8 jiaxin jiaxin PROPN fcis-31721 208 9 , , PUNCT fcis-31721 208 10 & & CCONJ fcis-31721 208 11 xu xu PROPN fcis-31721 208 12 chengyu chengyu PROPN fcis-31721 208 13 . . PUNCT fcis-31721 209 1 research research NOUN fcis-31721 209 2 on on ADP fcis-31721 209 3 architectural architectural ADJ fcis-31721 209 4 form form NOUN fcis-31721 209 5 planning planning NOUN fcis-31721 209 6 and and CCONJ fcis-31721 209 7 design design NOUN fcis-31721 209 8 and and CCONJ fcis-31721 209 9 curtain curtain NOUN fcis-31721 209 10 wall wall NOUN fcis-31721 209 11 deep deep ADJ fcis-31721 209 12 processing processing NOUN fcis-31721 209 13 application application NOUN fcis-31721 209 14 based base VERB fcis-31721 209 15 on on ADP fcis-31721 209 16 bim bim PROPN fcis-31721 209 17 technology technology NOUN fcis-31721 209 18 . . PUNCT fcis-31721 210 1 information information NOUN fcis-31721 210 2 technology technology NOUN fcis-31721 210 3 in in ADP fcis-31721 210 4 civil civil ADJ fcis-31721 210 5 engineering engineering NOUN fcis-31721 210 6 , , PUNCT fcis-31721 210 7 vol vol NOUN fcis-31721 210 8 . . PROPN fcis-31721 211 1 16 16 NUM fcis-31721 211 2 , , PUNCT fcis-31721 211 3 pp pp ADJ fcis-31721 211 4 . . PUNCT fcis-31721 212 1 126 126 NUM fcis-31721 212 2 - - SYM fcis-31721 212 3 130 130 NUM fcis-31721 212 4 , , PUNCT fcis-31721 212 5 march march PROPN fcis-31721 212 6 2024 2024 NUM fcis-31721 212 7 . . PUNCT