id sid tid token lemma pos ajst-32541 1 1 78 78 NUM ajst-32541 1 2 research research NOUN ajst-32541 1 3 on on ADP ajst-32541 1 4 base base NOUN ajst-32541 1 5 station station NOUN ajst-32541 1 6 location location NOUN ajst-32541 1 7 problem problem NOUN ajst-32541 1 8 solved solve VERB ajst-32541 1 9 based base VERB ajst-32541 1 10 on on ADP ajst-32541 1 11 simulated simulate VERB ajst-32541 1 12 annealing anneal VERB ajst-32541 1 13 algorithm algorithm NOUN ajst-32541 1 14 lin lin PROPN ajst-32541 1 15 chen chen PROPN ajst-32541 2 1 * * PUNCT ajst-32541 2 2 pudong pudong PROPN ajst-32541 2 3 huayao huayao PROPN ajst-32541 2 4 high high ADJ ajst-32541 2 5 school school NOUN ajst-32541 2 6 , , PUNCT ajst-32541 2 7 elpis elpis PROPN ajst-32541 2 8 , , PUNCT ajst-32541 2 9 shanghai shanghai PROPN ajst-32541 2 10 , , PUNCT ajst-32541 2 11 china china PROPN ajst-32541 2 12 * * PUNCT ajst-32541 2 13 corresponding correspond VERB ajst-32541 2 14 author author NOUN ajst-32541 2 15 email email NOUN ajst-32541 2 16 : : PUNCT ajst-32541 2 17 3468316114@qq.com 3468316114@qq.com NUM ajst-32541 2 18 abstract abstract NOUN ajst-32541 2 19 . . PUNCT ajst-32541 3 1 with with ADP ajst-32541 3 2 the the DET ajst-32541 3 3 widespread widespread ADJ ajst-32541 3 4 adoption adoption NOUN ajst-32541 3 5 of of ADP ajst-32541 3 6 5 5 NUM ajst-32541 3 7 g g NOUN ajst-32541 3 8 technology technology NOUN ajst-32541 3 9 , , PUNCT ajst-32541 3 10 the the DET ajst-32541 3 11 existing exist VERB ajst-32541 3 12 base base NOUN ajst-32541 3 13 stations station NOUN ajst-32541 3 14 , , PUNCT ajst-32541 3 15 both both CCONJ ajst-32541 3 16 in in ADP ajst-32541 3 17 number number NOUN ajst-32541 3 18 and and CCONJ ajst-32541 3 19 coverage coverage NOUN ajst-32541 3 20 , , PUNCT ajst-32541 3 21 are be AUX ajst-32541 3 22 insufficient insufficient ADJ ajst-32541 3 23 to to PART ajst-32541 3 24 meet meet VERB ajst-32541 3 25 current current ADJ ajst-32541 3 26 societal societal ADJ ajst-32541 3 27 needs need NOUN ajst-32541 3 28 . . PUNCT ajst-32541 4 1 therefore therefore ADV ajst-32541 4 2 , , PUNCT ajst-32541 4 3 establishing establish VERB ajst-32541 4 4 suitable suitable ADJ ajst-32541 4 5 new new ADJ ajst-32541 4 6 base base NOUN ajst-32541 4 7 stations station NOUN ajst-32541 4 8 within within ADP ajst-32541 4 9 the the DET ajst-32541 4 10 current current ADJ ajst-32541 4 11 coverage coverage NOUN ajst-32541 4 12 area area NOUN ajst-32541 4 13 has have AUX ajst-32541 4 14 become become VERB ajst-32541 4 15 a a DET ajst-32541 4 16 significant significant ADJ ajst-32541 4 17 challenge challenge NOUN ajst-32541 4 18 . . PUNCT ajst-32541 5 1 to to PART ajst-32541 5 2 address address VERB ajst-32541 5 3 this this DET ajst-32541 5 4 issue issue NOUN ajst-32541 5 5 , , PUNCT ajst-32541 5 6 this this DET ajst-32541 5 7 paper paper NOUN ajst-32541 5 8 collects collect VERB ajst-32541 5 9 data datum NOUN ajst-32541 5 10 on on ADP ajst-32541 5 11 weak weak ADJ ajst-32541 5 12 coverage coverage NOUN ajst-32541 5 13 areas area NOUN ajst-32541 5 14 and and CCONJ ajst-32541 5 15 previously previously ADV ajst-32541 5 16 established establish VERB ajst-32541 5 17 base base NOUN ajst-32541 5 18 stations station NOUN ajst-32541 5 19 in in ADP ajst-32541 5 20 those those DET ajst-32541 5 21 areas area NOUN ajst-32541 5 22 . . PUNCT ajst-32541 6 1 the the DET ajst-32541 6 2 collected collect VERB ajst-32541 6 3 data data NOUN ajst-32541 6 4 undergoes undergo VERB ajst-32541 6 5 a a DET ajst-32541 6 6 series series NOUN ajst-32541 6 7 of of ADP ajst-32541 6 8 processing processing NOUN ajst-32541 6 9 and and CCONJ ajst-32541 6 10 analysis analysis NOUN ajst-32541 6 11 steps step NOUN ajst-32541 6 12 . . PUNCT ajst-32541 7 1 then then ADV ajst-32541 7 2 , , PUNCT ajst-32541 7 3 a a DET ajst-32541 7 4 suitable suitable ADJ ajst-32541 7 5 0 0 NUM ajst-32541 7 6 - - SYM ajst-32541 7 7 1 1 NUM ajst-32541 7 8 programming programming NOUN ajst-32541 7 9 mathematical mathematical ADJ ajst-32541 7 10 model model NOUN ajst-32541 7 11 is be AUX ajst-32541 7 12 established establish VERB ajst-32541 7 13 using use VERB ajst-32541 7 14 methods method NOUN ajst-32541 7 15 for for ADP ajst-32541 7 16 handling handle VERB ajst-32541 7 17 complex complex ADJ ajst-32541 7 18 programming programming NOUN ajst-32541 7 19 problems problem NOUN ajst-32541 7 20 . . PUNCT ajst-32541 8 1 simulated simulated ADJ ajst-32541 8 2 annealing annealing NOUN ajst-32541 8 3 is be AUX ajst-32541 8 4 then then ADV ajst-32541 8 5 employed employ VERB ajst-32541 8 6 to to PART ajst-32541 8 7 solve solve VERB ajst-32541 8 8 the the DET ajst-32541 8 9 0 0 NUM ajst-32541 8 10 - - SYM ajst-32541 8 11 1 1 NUM ajst-32541 8 12 programming programming NOUN ajst-32541 8 13 model model NOUN ajst-32541 8 14 . . PUNCT ajst-32541 9 1 finally finally ADV ajst-32541 9 2 , , PUNCT ajst-32541 9 3 further further ADJ ajst-32541 9 4 sensitivity sensitivity NOUN ajst-32541 9 5 analysis analysis NOUN ajst-32541 9 6 is be AUX ajst-32541 9 7 conducted conduct VERB ajst-32541 9 8 . . PUNCT ajst-32541 10 1 the the DET ajst-32541 10 2 optimized optimize VERB ajst-32541 10 3 solution solution NOUN ajst-32541 10 4 yields yield VERB ajst-32541 10 5 a a DET ajst-32541 10 6 cost cost NOUN ajst-32541 10 7 of of ADP ajst-32541 10 8 23.35 23.35 NUM ajst-32541 10 9 million million NUM ajst-32541 10 10 yuan yuan NOUN ajst-32541 10 11 to to PART ajst-32541 10 12 establish establish VERB ajst-32541 10 13 new new ADJ ajst-32541 10 14 base base NOUN ajst-32541 10 15 stations station NOUN ajst-32541 10 16 in in ADP ajst-32541 10 17 weak weak ADJ ajst-32541 10 18 coverage coverage NOUN ajst-32541 10 19 areas area NOUN ajst-32541 10 20 , , PUNCT ajst-32541 10 21 resulting result VERB ajst-32541 10 22 in in ADP ajst-32541 10 23 a a DET ajst-32541 10 24 total total NOUN ajst-32541 10 25 of of ADP ajst-32541 10 26 310 310 NUM ajst-32541 10 27 new new ADJ ajst-32541 10 28 base base NOUN ajst-32541 10 29 stations station NOUN ajst-32541 10 30 , , PUNCT ajst-32541 10 31 including include VERB ajst-32541 10 32 225 225 NUM ajst-32541 10 33 macro macro ADJ ajst-32541 10 34 base base NOUN ajst-32541 10 35 stations station NOUN ajst-32541 10 36 and and CCONJ ajst-32541 10 37 85 85 NUM ajst-32541 10 38 micro micro ADJ ajst-32541 10 39 base base NOUN ajst-32541 10 40 stations station NOUN ajst-32541 10 41 . . PUNCT ajst-32541 11 1 the the DET ajst-32541 11 2 sensitivity sensitivity NOUN ajst-32541 11 3 analysis analysis NOUN ajst-32541 11 4 in in ADP ajst-32541 11 5 this this DET ajst-32541 11 6 paper paper NOUN ajst-32541 11 7 effectively effectively ADV ajst-32541 11 8 verifies verify VERB ajst-32541 11 9 the the DET ajst-32541 11 10 rationality rationality NOUN ajst-32541 11 11 of of ADP ajst-32541 11 12 the the DET ajst-32541 11 13 0 0 NUM ajst-32541 11 14 - - SYM ajst-32541 11 15 1 1 NUM ajst-32541 11 16 programming programming NOUN ajst-32541 11 17 model model NOUN ajst-32541 11 18 and and CCONJ ajst-32541 11 19 the the DET ajst-32541 11 20 accuracy accuracy NOUN ajst-32541 11 21 of of ADP ajst-32541 11 22 the the DET ajst-32541 11 23 simulated simulate VERB ajst-32541 11 24 annealing anneal VERB ajst-32541 11 25 algorithm algorithm NOUN ajst-32541 11 26 . . PUNCT ajst-32541 12 1 this this DET ajst-32541 12 2 study study NOUN ajst-32541 12 3 determines determine VERB ajst-32541 12 4 how how SCONJ ajst-32541 12 5 to to PART ajst-32541 12 6 rationally rationally ADV ajst-32541 12 7 establish establish VERB ajst-32541 12 8 new new ADJ ajst-32541 12 9 base base NOUN ajst-32541 12 10 stations station NOUN ajst-32541 12 11 in in ADP ajst-32541 12 12 weak weak ADJ ajst-32541 12 13 areas area NOUN ajst-32541 12 14 , , PUNCT ajst-32541 12 15 which which PRON ajst-32541 12 16 has have VERB ajst-32541 12 17 important important ADJ ajst-32541 12 18 reference reference NOUN ajst-32541 12 19 value value NOUN ajst-32541 12 20 for for ADP ajst-32541 12 21 the the DET ajst-32541 12 22 future future ADJ ajst-32541 12 23 establishment establishment NOUN ajst-32541 12 24 of of ADP ajst-32541 12 25 new new ADJ ajst-32541 12 26 base base NOUN ajst-32541 12 27 stations station NOUN ajst-32541 12 28 in in ADP ajst-32541 12 29 weak weak ADJ ajst-32541 12 30 areas area NOUN ajst-32541 12 31 . . PUNCT ajst-32541 13 1 keywords keyword NOUN ajst-32541 13 2 : : PUNCT ajst-32541 13 3 establishment establishment NOUN ajst-32541 13 4 of of ADP ajst-32541 13 5 a a DET ajst-32541 13 6 0 0 NUM ajst-32541 13 7 - - SYM ajst-32541 13 8 1 1 NUM ajst-32541 13 9 ; ; PUNCT ajst-32541 13 10 sa sa X ajst-32541 13 11 ; ; PUNCT ajst-32541 13 12 sensitivity sensitivity NOUN ajst-32541 13 13 analysis analysis NOUN ajst-32541 13 14 ; ; PUNCT ajst-32541 13 15 base base NOUN ajst-32541 13 16 station station NOUN ajst-32541 13 17 site site NOUN ajst-32541 13 18 selection selection NOUN ajst-32541 13 19 . . PUNCT ajst-32541 14 1 1 1 X ajst-32541 14 2 . . X ajst-32541 14 3 introduction introduction NOUN ajst-32541 14 4 to to PART ajst-32541 14 5 thoroughly thoroughly ADV ajst-32541 14 6 implement implement VERB ajst-32541 14 7 the the DET ajst-32541 14 8 important important ADJ ajst-32541 14 9 directives directive NOUN ajst-32541 14 10 of of ADP ajst-32541 14 11 general general ADJ ajst-32541 14 12 secretary secretary PROPN ajst-32541 14 13 xi xi X ajst-32541 14 14 jinping jinpe VERB ajst-32541 14 15 on on ADP ajst-32541 14 16 accelerating accelerate VERB ajst-32541 14 17 the the DET ajst-32541 14 18 construction construction NOUN ajst-32541 14 19 and and CCONJ ajst-32541 14 20 development development NOUN ajst-32541 14 21 of of ADP ajst-32541 14 22 5 5 NUM ajst-32541 14 23 g g NOUN ajst-32541 14 24 networks network NOUN ajst-32541 14 25 , , PUNCT ajst-32541 14 26 and and CCONJ ajst-32541 14 27 to to PART ajst-32541 14 28 fully fully ADV ajst-32541 14 29 advance advance VERB ajst-32541 14 30 the the DET ajst-32541 14 31 grand grand ADJ ajst-32541 14 32 strategic strategic ADJ ajst-32541 14 33 deployment deployment NOUN ajst-32541 14 34 of of ADP ajst-32541 14 35 empowering empower VERB ajst-32541 14 36 the the DET ajst-32541 14 37 digital digital ADJ ajst-32541 14 38 transformation transformation NOUN ajst-32541 14 39 of of ADP ajst-32541 14 40 all all DET ajst-32541 14 41 industries industry NOUN ajst-32541 14 42 through through ADP ajst-32541 14 43 5 5 NUM ajst-32541 14 44 g g NOUN ajst-32541 14 45 technology technology NOUN ajst-32541 14 46 , , PUNCT ajst-32541 14 47 a a DET ajst-32541 14 48 special special ADJ ajst-32541 14 49 plan plan NOUN ajst-32541 14 50 to to PART ajst-32541 14 51 promote promote VERB ajst-32541 14 52 5 5 NUM ajst-32541 14 53 g g NOUN ajst-32541 14 54 nationwide nationwide ADV ajst-32541 14 55 and and CCONJ ajst-32541 14 56 make make VERB ajst-32541 14 57 5 5 NUM ajst-32541 14 58 g g NOUN ajst-32541 14 59 services service NOUN ajst-32541 14 60 available available ADJ ajst-32541 14 61 to to ADP ajst-32541 14 62 the the DET ajst-32541 14 63 general general ADJ ajst-32541 14 64 public public NOUN ajst-32541 14 65 and and CCONJ ajst-32541 14 66 various various ADJ ajst-32541 14 67 market market NOUN ajst-32541 14 68 entities entity NOUN ajst-32541 14 69 has have AUX ajst-32541 14 70 officially officially ADV ajst-32541 14 71 been be AUX ajst-32541 14 72 placed place VERB ajst-32541 14 73 on on ADP ajst-32541 14 74 the the DET ajst-32541 14 75 national national PROPN ajst-32541 14 76 development development PROPN ajst-32541 14 77 agenda agenda NOUN ajst-32541 14 78 . . PUNCT ajst-32541 15 1 this this DET ajst-32541 15 2 plan plan NOUN ajst-32541 15 3 is be AUX ajst-32541 15 4 not not PART ajst-32541 15 5 only only ADV ajst-32541 15 6 an an DET ajst-32541 15 7 inevitable inevitable ADJ ajst-32541 15 8 choice choice NOUN ajst-32541 15 9 in in ADP ajst-32541 15 10 line line NOUN ajst-32541 15 11 with with ADP ajst-32541 15 12 the the DET ajst-32541 15 13 global global ADJ ajst-32541 15 14 trend trend NOUN ajst-32541 15 15 of of ADP ajst-32541 15 16 technological technological ADJ ajst-32541 15 17 revolution revolution NOUN ajst-32541 15 18 and and CCONJ ajst-32541 15 19 industrial industrial ADJ ajst-32541 15 20 transformation transformation NOUN ajst-32541 15 21 but but CCONJ ajst-32541 15 22 also also ADV ajst-32541 15 23 a a DET ajst-32541 15 24 key key ADJ ajst-32541 15 25 measure measure NOUN ajst-32541 15 26 to to PART ajst-32541 15 27 strengthen strengthen VERB ajst-32541 15 28 the the DET ajst-32541 15 29 foundation foundation NOUN ajst-32541 15 30 of of ADP ajst-32541 15 31 building build VERB ajst-32541 15 32 a a DET ajst-32541 15 33 digital digital ADJ ajst-32541 15 34 china china PROPN ajst-32541 15 35 and and CCONJ ajst-32541 15 36 enhance enhance VERB ajst-32541 15 37 national national ADJ ajst-32541 15 38 core core NOUN ajst-32541 15 39 competitiveness competitiveness NOUN ajst-32541 15 40 . . PUNCT ajst-32541 16 1 its its PRON ajst-32541 16 2 aim aim NOUN ajst-32541 16 3 is be AUX ajst-32541 16 4 to to PART ajst-32541 16 5 activate activate VERB ajst-32541 16 6 innovation innovation NOUN ajst-32541 16 7 vitality vitality NOUN ajst-32541 16 8 across across ADP ajst-32541 16 9 all all DET ajst-32541 16 10 fields field NOUN ajst-32541 16 11 , , PUNCT ajst-32541 16 12 and and CCONJ ajst-32541 16 13 improve improve VERB ajst-32541 16 14 social social ADJ ajst-32541 16 15 productivity productivity NOUN ajst-32541 16 16 and and CCONJ ajst-32541 16 17 public public ADJ ajst-32541 16 18 service service NOUN ajst-32541 16 19 levels level NOUN ajst-32541 16 20 through through ADP ajst-32541 16 21 the the DET ajst-32541 16 22 widespread widespread ADJ ajst-32541 16 23 application application NOUN ajst-32541 16 24 of of ADP ajst-32541 16 25 5 5 NUM ajst-32541 16 26 g g NOUN ajst-32541 16 27 technology technology NOUN ajst-32541 16 28 . . PUNCT ajst-32541 17 1 however however ADV ajst-32541 17 2 , , PUNCT ajst-32541 17 3 in in ADP ajst-32541 17 4 the the DET ajst-32541 17 5 process process NOUN ajst-32541 17 6 of of ADP ajst-32541 17 7 mobile mobile ADJ ajst-32541 17 8 communication communication NOUN ajst-32541 17 9 technology technology NOUN ajst-32541 17 10 advancing advance VERB ajst-32541 17 11 rapidly rapidly ADV ajst-32541 17 12 towards towards ADP ajst-32541 17 13 high high ADJ ajst-32541 17 14 speed speed NOUN ajst-32541 17 15 , , PUNCT ajst-32541 17 16 low low ADJ ajst-32541 17 17 latency latency NOUN ajst-32541 17 18 , , PUNCT ajst-32541 17 19 and and CCONJ ajst-32541 17 20 wide wide ADJ ajst-32541 17 21 connectivity connectivity NOUN ajst-32541 17 22 , , PUNCT ajst-32541 17 23 new new ADJ ajst-32541 17 24 challenges challenge NOUN ajst-32541 17 25 have have AUX ajst-32541 17 26 emerged emerge VERB ajst-32541 17 27 with with ADP ajst-32541 17 28 the the DET ajst-32541 17 29 comprehensive comprehensive ADJ ajst-32541 17 30 rollout rollout NOUN ajst-32541 17 31 and and CCONJ ajst-32541 17 32 deep deep ADJ ajst-32541 17 33 penetration penetration NOUN ajst-32541 17 34 of of ADP ajst-32541 17 35 5 5 NUM ajst-32541 17 36 g g NOUN ajst-32541 17 37 technology technology NOUN ajst-32541 17 38 . . PUNCT ajst-32541 18 1 5 5 NUM ajst-32541 18 2 g g NOUN ajst-32541 18 3 technology technology NOUN ajst-32541 18 4 itself itself PRON ajst-32541 18 5 features feature VERB ajst-32541 18 6 high high ADJ ajst-32541 18 7 frequency frequency NOUN ajst-32541 18 8 bands band NOUN ajst-32541 18 9 and and CCONJ ajst-32541 18 10 large large ADJ ajst-32541 18 11 bandwidth bandwidth NOUN ajst-32541 18 12 , , PUNCT ajst-32541 18 13 and and CCONJ ajst-32541 18 14 compared compare VERB ajst-32541 18 15 with with ADP ajst-32541 18 16 the the DET ajst-32541 18 17 previous previous ADJ ajst-32541 18 18 2 2 NUM ajst-32541 18 19 g g NOUN ajst-32541 18 20 , , PUNCT ajst-32541 18 21 3 3 NUM ajst-32541 18 22 g g NOUN ajst-32541 18 23 , , PUNCT ajst-32541 18 24 and and CCONJ ajst-32541 18 25 4 4 NUM ajst-32541 18 26 g g NOUN ajst-32541 18 27 networks network NOUN ajst-32541 18 28 , , PUNCT ajst-32541 18 29 the the DET ajst-32541 18 30 bandwidth bandwidth ADJ ajst-32541 18 31 resources resource NOUN ajst-32541 18 32 required require VERB ajst-32541 18 33 for for ADP ajst-32541 18 34 communication communication NOUN ajst-32541 18 35 transmission transmission NOUN ajst-32541 18 36 have have AUX ajst-32541 18 37 increased increase VERB ajst-32541 18 38 exponentially exponentially ADV ajst-32541 18 39 . . PUNCT ajst-32541 19 1 at at ADP ajst-32541 19 2 the the DET ajst-32541 19 3 same same ADJ ajst-32541 19 4 time time NOUN ajst-32541 19 5 , , PUNCT ajst-32541 19 6 the the DET ajst-32541 19 7 propagation propagation NOUN ajst-32541 19 8 attenuation attenuation NOUN ajst-32541 19 9 characteristics characteristic NOUN ajst-32541 19 10 of of ADP ajst-32541 19 11 high high ADJ ajst-32541 19 12 - - PUNCT ajst-32541 19 13 frequency frequency NOUN ajst-32541 19 14 signals signal NOUN ajst-32541 19 15 are be AUX ajst-32541 19 16 more more ADV ajst-32541 19 17 pronounced pronounced ADJ ajst-32541 19 18 , , PUNCT ajst-32541 19 19 leading lead VERB ajst-32541 19 20 to to ADP ajst-32541 19 21 a a DET ajst-32541 19 22 significant significant ADJ ajst-32541 19 23 reduction reduction NOUN ajst-32541 19 24 in in ADP ajst-32541 19 25 the the DET ajst-32541 19 26 effective effective ADJ ajst-32541 19 27 coverage coverage NOUN ajst-32541 19 28 area area NOUN ajst-32541 19 29 of of ADP ajst-32541 19 30 traditional traditional ADJ ajst-32541 19 31 base base NOUN ajst-32541 19 32 stations station NOUN ajst-32541 19 33 β€” β€” PUNCT ajst-32541 19 34 under under ADP ajst-32541 19 35 the the DET ajst-32541 19 36 same same ADJ ajst-32541 19 37 conditions condition NOUN ajst-32541 19 38 , , PUNCT ajst-32541 19 39 the the DET ajst-32541 19 40 coverage coverage NOUN ajst-32541 19 41 radius radius NOUN ajst-32541 19 42 of of ADP ajst-32541 19 43 a a DET ajst-32541 19 44 5 5 NUM ajst-32541 19 45 g g NOUN ajst-32541 19 46 base base NOUN ajst-32541 19 47 station station NOUN ajst-32541 19 48 is be AUX ajst-32541 19 49 only only ADV ajst-32541 19 50 one one NUM ajst-32541 19 51 - - PUNCT ajst-32541 19 52 third third NOUN ajst-32541 19 53 to to ADP ajst-32541 19 54 one one NUM ajst-32541 19 55 - - PUNCT ajst-32541 19 56 half half NOUN ajst-32541 19 57 that that DET ajst-32541 19 58 of of ADP ajst-32541 19 59 a a DET ajst-32541 19 60 4 4 NUM ajst-32541 19 61 g g NOUN ajst-32541 19 62 base base NOUN ajst-32541 19 63 station station NOUN ajst-32541 19 64 . . PUNCT ajst-32541 20 1 this this DET ajst-32541 20 2 change change NOUN ajst-32541 20 3 directly directly ADV ajst-32541 20 4 brings bring VERB ajst-32541 20 5 about about ADP ajst-32541 20 6 a a DET ajst-32541 20 7 core core NOUN ajst-32541 20 8 contradiction contradiction NOUN ajst-32541 20 9 in in ADP ajst-32541 20 10 network network NOUN ajst-32541 20 11 construction construction NOUN ajst-32541 20 12 : : PUNCT ajst-32541 20 13 to to PART ajst-32541 20 14 achieve achieve VERB ajst-32541 20 15 a a DET ajst-32541 20 16 level level NOUN ajst-32541 20 17 of of ADP ajst-32541 20 18 coverage coverage NOUN ajst-32541 20 19 and and CCONJ ajst-32541 20 20 service service NOUN ajst-32541 20 21 quality quality NOUN ajst-32541 20 22 comparable comparable ADJ ajst-32541 20 23 to to ADP ajst-32541 20 24 4 4 NUM ajst-32541 20 25 g g NOUN ajst-32541 20 26 networks network NOUN ajst-32541 20 27 a a DET ajst-32541 20 28 few few ADJ ajst-32541 20 29 years year NOUN ajst-32541 20 30 ago ago ADV ajst-32541 20 31 , , PUNCT ajst-32541 20 32 the the DET ajst-32541 20 33 number number NOUN ajst-32541 20 34 of of ADP ajst-32541 20 35 5 5 NUM ajst-32541 20 36 g g NOUN ajst-32541 20 37 base base NOUN ajst-32541 20 38 stations station NOUN ajst-32541 20 39 that that PRON ajst-32541 20 40 need need VERB ajst-32541 20 41 to to PART ajst-32541 20 42 be be AUX ajst-32541 20 43 deployed deploy VERB ajst-32541 20 44 must must AUX ajst-32541 20 45 increase increase VERB ajst-32541 20 46 substantially substantially ADV ajst-32541 20 47 , , PUNCT ajst-32541 20 48 consequently consequently ADV ajst-32541 20 49 triggering trigger VERB ajst-32541 20 50 a a DET ajst-32541 20 51 series series NOUN ajst-32541 20 52 of of ADP ajst-32541 20 53 related related ADJ ajst-32541 20 54 issues issue NOUN ajst-32541 20 55 such such ADJ ajst-32541 20 56 as as ADP ajst-32541 20 57 construction construction NOUN ajst-32541 20 58 costs cost NOUN ajst-32541 20 59 , , PUNCT ajst-32541 20 60 operational operational ADJ ajst-32541 20 61 and and CCONJ ajst-32541 20 62 maintenance maintenance NOUN ajst-32541 20 63 costs cost NOUN ajst-32541 20 64 , , PUNCT ajst-32541 20 65 and and CCONJ ajst-32541 20 66 land land NOUN ajst-32541 20 67 resource resource NOUN ajst-32541 20 68 occupation occupation NOUN ajst-32541 20 69 . . PUNCT ajst-32541 21 1 the the DET ajst-32541 21 2 current current ADJ ajst-32541 21 3 complex complex ADJ ajst-32541 21 4 problem problem NOUN ajst-32541 21 5 can can AUX ajst-32541 21 6 be be AUX ajst-32541 21 7 simplified simplify VERB ajst-32541 21 8 as as SCONJ ajst-32541 21 9 follows follow VERB ajst-32541 21 10 : : PUNCT ajst-32541 21 11 79 79 NUM ajst-32541 21 12 ( ( PUNCT ajst-32541 21 13 1 1 NUM ajst-32541 21 14 ) ) PUNCT ajst-32541 21 15 a a DET ajst-32541 21 16 region region NOUN ajst-32541 21 17 in in ADP ajst-32541 21 18 reality reality NOUN ajst-32541 21 19 can can AUX ajst-32541 21 20 be be AUX ajst-32541 21 21 mapped map VERB ajst-32541 21 22 to to ADP ajst-32541 21 23 a a DET ajst-32541 21 24 number number NOUN ajst-32541 21 25 of of ADP ajst-32541 21 26 adjacent adjacent ADJ ajst-32541 21 27 squares square NOUN ajst-32541 21 28 . . PUNCT ajst-32541 22 1 the the DET ajst-32541 22 2 center center ADJ ajst-32541 22 3 point point NOUN ajst-32541 22 4 of of ADP ajst-32541 22 5 the the DET ajst-32541 22 6 square square NOUN ajst-32541 22 7 is be AUX ajst-32541 22 8 taken take VERB ajst-32541 22 9 as as ADP ajst-32541 22 10 the the DET ajst-32541 22 11 representative representative NOUN ajst-32541 22 12 of of ADP ajst-32541 22 13 the the DET ajst-32541 22 14 square square NOUN ajst-32541 22 15 . . PUNCT ajst-32541 23 1 that that PRON ajst-32541 23 2 is is AUX ajst-32541 23 3 , , PUNCT ajst-32541 23 4 given give VERB ajst-32541 23 5 any any DET ajst-32541 23 6 region region NOUN ajst-32541 23 7 , , PUNCT ajst-32541 23 8 it it PRON ajst-32541 23 9 can can AUX ajst-32541 23 10 be be AUX ajst-32541 23 11 divided divide VERB ajst-32541 23 12 into into ADP ajst-32541 23 13 a a DET ajst-32541 23 14 finite finite ADJ ajst-32541 23 15 number number NOUN ajst-32541 23 16 of of ADP ajst-32541 23 17 points point NOUN ajst-32541 23 18 . . PUNCT ajst-32541 24 1 ( ( PUNCT ajst-32541 24 2 2 2 X ajst-32541 24 3 ) ) PUNCT ajst-32541 24 4 each each DET ajst-32541 24 5 mapped map VERB ajst-32541 24 6 coordinate coordinate NOUN ajst-32541 24 7 point point NOUN ajst-32541 24 8 has have VERB ajst-32541 24 9 certain certain ADJ ajst-32541 24 10 attribute attribute NOUN ajst-32541 24 11 values value NOUN ajst-32541 24 12 , , PUNCT ajst-32541 24 13 including include VERB ajst-32541 24 14 but but CCONJ ajst-32541 24 15 not not PART ajst-32541 24 16 limited limit VERB ajst-32541 24 17 to to ADP ajst-32541 24 18 : : PUNCT ajst-32541 24 19 coordinates coordinate NOUN ajst-32541 24 20 , , PUNCT ajst-32541 24 21 traffic traffic NOUN ajst-32541 24 22 volume volume NOUN ajst-32541 24 23 , , PUNCT ajst-32541 24 24 and and CCONJ ajst-32541 24 25 whether whether SCONJ ajst-32541 24 26 it it PRON ajst-32541 24 27 is be AUX ajst-32541 24 28 a a DET ajst-32541 24 29 weak weak ADJ ajst-32541 24 30 coverage coverage NOUN ajst-32541 24 31 point point NOUN ajst-32541 24 32 . . PUNCT ajst-32541 25 1 ( ( PUNCT ajst-32541 25 2 3 3 X ajst-32541 25 3 ) ) PUNCT ajst-32541 25 4 in in ADP ajst-32541 25 5 order order NOUN ajst-32541 25 6 to to PART ajst-32541 25 7 minimize minimize VERB ajst-32541 25 8 costs cost NOUN ajst-32541 25 9 and and CCONJ ajst-32541 25 10 interference interference NOUN ajst-32541 25 11 between between ADP ajst-32541 25 12 devices device NOUN ajst-32541 25 13 , , PUNCT ajst-32541 25 14 the the DET ajst-32541 25 15 distance distance NOUN ajst-32541 25 16 between between ADP ajst-32541 25 17 any any DET ajst-32541 25 18 two two NUM ajst-32541 25 19 base base NOUN ajst-32541 25 20 stations station NOUN ajst-32541 25 21 should should AUX ajst-32541 25 22 meet meet VERB ajst-32541 25 23 a a DET ajst-32541 25 24 specific specific ADJ ajst-32541 25 25 threshold threshold NOUN ajst-32541 25 26 requirement requirement NOUN ajst-32541 25 27 . . PUNCT ajst-32541 26 1 ( ( PUNCT ajst-32541 26 2 4 4 X ajst-32541 26 3 ) ) PUNCT ajst-32541 26 4 assuming assume VERB ajst-32541 26 5 the the DET ajst-32541 26 6 base base NOUN ajst-32541 26 7 station station NOUN ajst-32541 26 8 coverage coverage NOUN ajst-32541 26 9 area area NOUN ajst-32541 26 10 is be AUX ajst-32541 26 11 𝑑 𝑑 PRON ajst-32541 26 12 and and CCONJ ajst-32541 26 13 the the DET ajst-32541 26 14 coordinates coordinate NOUN ajst-32541 26 15 of of ADP ajst-32541 26 16 the the DET ajst-32541 26 17 mapping mapping NOUN ajst-32541 26 18 point point NOUN ajst-32541 26 19 base base NOUN ajst-32541 26 20 station station NOUN ajst-32541 26 21 are be AUX ajst-32541 26 22 𝑃 𝑃 PROPN ajst-32541 26 23 0 0 NUM ajst-32541 26 24 ( ( PUNCT ajst-32541 26 25 π‘₯ π‘₯ NOUN ajst-32541 26 26 0 0 NUM ajst-32541 26 27 , , PUNCT ajst-32541 26 28 𝑦 𝑦 NOUN ajst-32541 26 29 0 0 NUM ajst-32541 26 30 ) ) PUNCT ajst-32541 26 31 , , PUNCT ajst-32541 26 32 then then ADV ajst-32541 26 33 any any DET ajst-32541 26 34 condition condition NOUN ajst-32541 26 35 β€– β€– ADJ ajst-32541 26 36 𝑃 𝑃 NOUN ajst-32541 26 37 points point NOUN ajst-32541 26 38 𝑃 𝑃 NOUN ajst-32541 26 39 ( ( PUNCT ajst-32541 26 40 π‘₯ π‘₯ X ajst-32541 26 41 , , PUNCT ajst-32541 26 42 𝑦 𝑦 NOUN ajst-32541 26 43 ) ) PUNCT ajst-32541 26 44 of of ADP ajst-32541 26 45 𝑑 𝑑 PROPN ajst-32541 26 46 are be AUX ajst-32541 26 47 all all ADV ajst-32541 26 48 within within ADP ajst-32541 26 49 the the DET ajst-32541 26 50 coverage coverage NOUN ajst-32541 26 51 area area NOUN ajst-32541 26 52 of of ADP ajst-32541 26 53 the the DET ajst-32541 26 54 base base NOUN ajst-32541 26 55 station station NOUN ajst-32541 26 56 if if SCONJ ajst-32541 26 57 -𝑃 -𝑃 PROPN ajst-32541 26 58 0β€–2 0β€–2 X ajst-32541 27 1 ≀ ≀ X ajst-32541 27 2 𝑑 𝑑 NOUN ajst-32541 27 3 , , PUNCT ajst-32541 27 4 otherwise otherwise ADV ajst-32541 27 5 they they PRON ajst-32541 27 6 are be AUX ajst-32541 27 7 considered consider VERB ajst-32541 27 8 to to PART ajst-32541 27 9 be be AUX ajst-32541 27 10 outside outside ADP ajst-32541 27 11 the the DET ajst-32541 27 12 coverage coverage NOUN ajst-32541 27 13 area area NOUN ajst-32541 27 14 of of ADP ajst-32541 27 15 the the DET ajst-32541 27 16 base base NOUN ajst-32541 27 17 station station NOUN ajst-32541 27 18 . . PUNCT ajst-32541 28 1 the the DET ajst-32541 28 2 planning planning NOUN ajst-32541 28 3 model model NOUN ajst-32541 28 4 in in ADP ajst-32541 28 5 this this DET ajst-32541 28 6 paper paper NOUN ajst-32541 28 7 is be AUX ajst-32541 28 8 established establish VERB ajst-32541 28 9 based base VERB ajst-32541 28 10 on on ADP ajst-32541 28 11 the the DET ajst-32541 28 12 following follow VERB ajst-32541 28 13 background background NOUN ajst-32541 28 14 : : PUNCT ajst-32541 28 15 site site NOUN ajst-32541 28 16 planning planning NOUN ajst-32541 28 17 for for ADP ajst-32541 28 18 the the DET ajst-32541 28 19 total total ADJ ajst-32541 28 20 service service NOUN ajst-32541 28 21 coverage coverage NOUN ajst-32541 28 22 of of ADP ajst-32541 28 23 weak weak ADJ ajst-32541 28 24 coverage coverage NOUN ajst-32541 28 25 points point NOUN ajst-32541 28 26 within within ADP ajst-32541 28 27 a a DET ajst-32541 28 28 2500Γ—2500 2500Γ—2500 NUM ajst-32541 28 29 area area NOUN ajst-32541 28 30 , , PUNCT ajst-32541 28 31 while while SCONJ ajst-32541 28 32 also also ADV ajst-32541 28 33 considering consider VERB ajst-32541 28 34 the the DET ajst-32541 28 35 cost cost NOUN ajst-32541 28 36 of of ADP ajst-32541 28 37 the the DET ajst-32541 28 38 constructed construct VERB ajst-32541 28 39 base base NOUN ajst-32541 28 40 stations station NOUN ajst-32541 28 41 , , PUNCT ajst-32541 28 42 and and CCONJ ajst-32541 28 43 ensuring ensure VERB ajst-32541 28 44 that that SCONJ ajst-32541 28 45 the the DET ajst-32541 28 46 distance distance NOUN ajst-32541 28 47 between between ADP ajst-32541 28 48 each each DET ajst-32541 28 49 base base NOUN ajst-32541 28 50 station station NOUN ajst-32541 28 51 is be AUX ajst-32541 28 52 greater great ADJ ajst-32541 28 53 than than ADP ajst-32541 28 54 10 10 NUM ajst-32541 28 55 . . PUNCT ajst-32541 29 1 specifically specifically ADV ajst-32541 29 2 , , PUNCT ajst-32541 29 3 macro macro ADJ ajst-32541 29 4 base base NOUN ajst-32541 29 5 stations station NOUN ajst-32541 29 6 have have VERB ajst-32541 29 7 a a DET ajst-32541 29 8 coverage coverage NOUN ajst-32541 29 9 range range NOUN ajst-32541 29 10 of of ADP ajst-32541 29 11 30 30 NUM ajst-32541 29 12 and and CCONJ ajst-32541 29 13 a a DET ajst-32541 29 14 cost cost NOUN ajst-32541 29 15 of of ADP ajst-32541 29 16 10 10 NUM ajst-32541 29 17 ; ; PUNCT ajst-32541 29 18 micro micro ADJ ajst-32541 29 19 base base NOUN ajst-32541 29 20 stations station NOUN ajst-32541 29 21 have have VERB ajst-32541 29 22 a a DET ajst-32541 29 23 coverage coverage NOUN ajst-32541 29 24 range range NOUN ajst-32541 29 25 of of ADP ajst-32541 29 26 10 10 NUM ajst-32541 29 27 and and CCONJ ajst-32541 29 28 a a DET ajst-32541 29 29 cost cost NOUN ajst-32541 29 30 of of ADP ajst-32541 29 31 1 1 NUM ajst-32541 29 32 . . PUNCT ajst-32541 30 1 before before ADP ajst-32541 30 2 establishing establish VERB ajst-32541 30 3 the the DET ajst-32541 30 4 model model NOUN ajst-32541 30 5 , , PUNCT ajst-32541 30 6 the the DET ajst-32541 30 7 relationship relationship NOUN ajst-32541 30 8 between between ADP ajst-32541 30 9 existing exist VERB ajst-32541 30 10 base base NOUN ajst-32541 30 11 stations station NOUN ajst-32541 30 12 and and CCONJ ajst-32541 30 13 weak weak ADJ ajst-32541 30 14 coverage coverage NOUN ajst-32541 30 15 points point NOUN ajst-32541 30 16 needs need VERB ajst-32541 30 17 to to PART ajst-32541 30 18 be be AUX ajst-32541 30 19 analyzed analyze VERB ajst-32541 30 20 . . PUNCT ajst-32541 31 1 plotting plot VERB ajst-32541 31 2 reveals reveal NOUN ajst-32541 31 3 that that SCONJ ajst-32541 31 4 many many ADJ ajst-32541 31 5 weak weak ADJ ajst-32541 31 6 coverage coverage NOUN ajst-32541 31 7 points point NOUN ajst-32541 31 8 lie lie VERB ajst-32541 31 9 within within ADP ajst-32541 31 10 a a DET ajst-32541 31 11 10 10 NUM ajst-32541 31 12 - - PUNCT ajst-32541 31 13 radius radius NOUN ajst-32541 31 14 area area NOUN ajst-32541 31 15 of of ADP ajst-32541 31 16 existing exist VERB ajst-32541 31 17 base base NOUN ajst-32541 31 18 stations station NOUN ajst-32541 31 19 , , PUNCT ajst-32541 31 20 and and CCONJ ajst-32541 31 21 most most ADJ ajst-32541 31 22 of of ADP ajst-32541 31 23 these these DET ajst-32541 31 24 points point NOUN ajst-32541 31 25 have have VERB ajst-32541 31 26 high high ADJ ajst-32541 31 27 service service NOUN ajst-32541 31 28 volumes.[1]-[5 volumes.[1]-[5 NOUN ajst-32541 31 29 ] ] PUNCT ajst-32541 31 30 therefore therefore ADV ajst-32541 31 31 , , PUNCT ajst-32541 31 32 base base NOUN ajst-32541 31 33 station station NOUN ajst-32541 31 34 planning plan VERB ajst-32541 31 35 not not PART ajst-32541 31 36 only only ADV ajst-32541 31 37 includes include VERB ajst-32541 31 38 the the DET ajst-32541 31 39 planning planning NOUN ajst-32541 31 40 of of ADP ajst-32541 31 41 new new ADJ ajst-32541 31 42 base base NOUN ajst-32541 31 43 stations station NOUN ajst-32541 31 44 but but CCONJ ajst-32541 31 45 also also ADV ajst-32541 31 46 the the DET ajst-32541 31 47 planning planning NOUN ajst-32541 31 48 of of ADP ajst-32541 31 49 existing exist VERB ajst-32541 31 50 base base NOUN ajst-32541 31 51 station station NOUN ajst-32541 31 52 types type NOUN ajst-32541 31 53 and and CCONJ ajst-32541 31 54 costs cost NOUN ajst-32541 31 55 . . PUNCT ajst-32541 32 1 2 2 X ajst-32541 32 2 . . X ajst-32541 32 3 data datum NOUN ajst-32541 32 4 preprocessing preprocesse VERB ajst-32541 32 5 before before ADP ajst-32541 32 6 building build VERB ajst-32541 32 7 the the DET ajst-32541 32 8 model model NOUN ajst-32541 32 9 , , PUNCT ajst-32541 32 10 we we PRON ajst-32541 32 11 first first ADV ajst-32541 32 12 drew draw VERB ajst-32541 32 13 a a DET ajst-32541 32 14 traffic traffic NOUN ajst-32541 32 15 distribution distribution NOUN ajst-32541 32 16 map map NOUN ajst-32541 32 17 of of ADP ajst-32541 32 18 the the DET ajst-32541 32 19 original original ADJ ajst-32541 32 20 weak weak ADJ ajst-32541 32 21 coverage coverage NOUN ajst-32541 32 22 points point NOUN ajst-32541 32 23 . . PUNCT ajst-32541 33 1 the the DET ajst-32541 33 2 result result NOUN ajst-32541 33 3 is be AUX ajst-32541 33 4 shown show VERB ajst-32541 33 5 in in ADP ajst-32541 33 6 the the DET ajst-32541 33 7 figure figure NOUN ajst-32541 33 8 below below ADV ajst-32541 33 9 : : PUNCT ajst-32541 33 10 figure figure VERB ajst-32541 33 11 1 1 NUM ajst-32541 33 12 . . PUNCT ajst-32541 34 1 distribution distribution NOUN ajst-32541 34 2 of of ADP ajst-32541 34 3 traffic traffic NOUN ajst-32541 34 4 volume volume NOUN ajst-32541 34 5 in in ADP ajst-32541 34 6 the the DET ajst-32541 34 7 original original ADJ ajst-32541 34 8 weak weak ADJ ajst-32541 34 9 coverage coverage NOUN ajst-32541 34 10 areas area NOUN ajst-32541 34 11 as as SCONJ ajst-32541 34 12 can can AUX ajst-32541 34 13 be be AUX ajst-32541 34 14 seen see VERB ajst-32541 34 15 from from ADP ajst-32541 34 16 the the DET ajst-32541 34 17 above above ADJ ajst-32541 34 18 figure figure NOUN ajst-32541 34 19 , , PUNCT ajst-32541 34 20 the the DET ajst-32541 34 21 original original ADJ ajst-32541 34 22 weak weak ADJ ajst-32541 34 23 coverage coverage NOUN ajst-32541 34 24 point point NOUN ajst-32541 34 25 traffic traffic NOUN ajst-32541 34 26 distribution distribution NOUN ajst-32541 34 27 is be AUX ajst-32541 34 28 not not PART ajst-32541 34 29 very very ADV ajst-32541 34 30 uniform uniform ADJ ajst-32541 34 31 , , PUNCT ajst-32541 34 32 and and CCONJ ajst-32541 34 33 most most ADJ ajst-32541 34 34 of of ADP ajst-32541 34 35 the the DET ajst-32541 34 36 traffic traffic NOUN ajst-32541 34 37 is be AUX ajst-32541 34 38 below below ADP ajst-32541 34 39 10,000 10,000 NUM ajst-32541 34 40 . . PUNCT ajst-32541 35 1 table table NOUN ajst-32541 35 2 1 1 NUM ajst-32541 35 3 . . PUNCT ajst-32541 36 1 distribution distribution NOUN ajst-32541 36 2 of of ADP ajst-32541 36 3 traffic traffic NOUN ajst-32541 36 4 volume volume NOUN ajst-32541 36 5 between between ADP ajst-32541 36 6 original original ADJ ajst-32541 36 7 weak weak ADJ ajst-32541 36 8 coverage coverage NOUN ajst-32541 36 9 areas area NOUN ajst-32541 36 10 range range VERB ajst-32541 36 11 points point NOUN ajst-32541 36 12 percentage percentage NOUN ajst-32541 36 13 interval interval NOUN ajst-32541 36 14 percentage percentage NOUN ajst-32541 36 15 < < X ajst-32541 36 16 1 1 NUM ajst-32541 36 17 56925 56925 NUM ajst-32541 36 18 31.14 31.14 NUM ajst-32541 36 19 % % NOUN ajst-32541 36 20 18642 18642 NUM ajst-32541 36 21 0.26 0.26 NUM ajst-32541 36 22 % % NOUN ajst-32541 36 23 1 1 NUM ajst-32541 36 24 - - SYM ajst-32541 36 25 10 10 NUM ajst-32541 36 26 64487 64487 NUM ajst-32541 36 27 35.28 35.28 NUM ajst-32541 36 28 % % NOUN ajst-32541 36 29 259891 259891 NUM ajst-32541 36 30 3.68 3.68 NUM ajst-32541 36 31 % % NOUN ajst-32541 36 32 10 10 NUM ajst-32541 36 33 - - SYM ajst-32541 36 34 30 30 NUM ajst-32541 36 35 28072 28072 NUM ajst-32541 36 36 15.36 15.36 NUM ajst-32541 36 37 % % NOUN ajst-32541 36 38 500445 500445 NUM ajst-32541 36 39 7.09 7.09 NUM ajst-32541 36 40 % % NOUN ajst-32541 36 41 30 30 NUM ajst-32541 36 42 - - SYM ajst-32541 36 43 50 50 NUM ajst-32541 36 44 10268 10268 NUM ajst-32541 36 45 5.62 5.62 NUM ajst-32541 36 46 % % NOUN ajst-32541 36 47 398594 398594 NUM ajst-32541 36 48 5.65 5.65 NUM ajst-32541 36 49 % % NOUN ajst-32541 36 50 50 50 NUM ajst-32541 36 51 - - SYM ajst-32541 36 52 100 100 NUM ajst-32541 36 53 10450 10450 NUM ajst-32541 36 54 5.72 5.72 NUM ajst-32541 36 55 % % NOUN ajst-32541 36 56 735032 735032 NUM ajst-32541 36 57 10.42 10.42 NUM ajst-32541 36 58 % % NOUN ajst-32541 36 59 100 100 NUM ajst-32541 36 60 - - SYM ajst-32541 36 61 500 500 NUM ajst-32541 36 62 10828 10828 NUM ajst-32541 36 63 5.92 5.92 NUM ajst-32541 36 64 % % NOUN ajst-32541 36 65 2202007 2202007 NUM ajst-32541 36 66 31.21 31.21 NUM ajst-32541 36 67 % % NOUN ajst-32541 36 68 > > X ajst-32541 36 69 500 500 NUM ajst-32541 36 70 0776 0776 NUM ajst-32541 36 71 0.97 0.97 NUM ajst-32541 36 72 % % NOUN ajst-32541 36 73 2941620 2941620 NUM ajst-32541 36 74 41.69 41.69 NUM ajst-32541 36 75 % % NOUN ajst-32541 36 76 80 80 NUM ajst-32541 36 77 next next ADV ajst-32541 36 78 , , PUNCT ajst-32541 36 79 this this DET ajst-32541 36 80 paper paper NOUN ajst-32541 36 81 conducts conduct VERB ajst-32541 36 82 statistical statistical ADJ ajst-32541 36 83 analysis analysis NOUN ajst-32541 36 84 on on ADP ajst-32541 36 85 the the DET ajst-32541 36 86 data datum NOUN ajst-32541 36 87 of of ADP ajst-32541 36 88 weak weak ADJ ajst-32541 36 89 coverage coverage NOUN ajst-32541 36 90 points point NOUN ajst-32541 36 91 , , PUNCT ajst-32541 36 92 and and CCONJ ajst-32541 36 93 the the DET ajst-32541 36 94 distribution distribution NOUN ajst-32541 36 95 of of ADP ajst-32541 36 96 traffic traffic NOUN ajst-32541 36 97 volume volume NOUN ajst-32541 36 98 intervals interval NOUN ajst-32541 36 99 of of ADP ajst-32541 36 100 weak weak ADJ ajst-32541 36 101 coverage coverage NOUN ajst-32541 36 102 points point NOUN ajst-32541 36 103 is be AUX ajst-32541 36 104 shown show VERB ajst-32541 36 105 in in ADP ajst-32541 36 106 the the DET ajst-32541 36 107 table table NOUN ajst-32541 36 108 1 1 NUM ajst-32541 36 109 . . PUNCT ajst-32541 37 1 the the DET ajst-32541 37 2 first first ADJ ajst-32541 37 3 column column NOUN ajst-32541 37 4 ' ' PUNCT ajst-32541 37 5 range range NOUN ajst-32541 37 6 ' ' PUNCT ajst-32541 37 7 in in ADP ajst-32541 37 8 table table NOUN ajst-32541 37 9 1 1 NUM ajst-32541 37 10 is be AUX ajst-32541 37 11 an an DET ajst-32541 37 12 abbreviation abbreviation NOUN ajst-32541 37 13 for for ADP ajst-32541 37 14 ' ' PUNCT ajst-32541 37 15 business business NOUN ajst-32541 37 16 volume volume NOUN ajst-32541 37 17 range range NOUN ajst-32541 37 18 ' ' PUNCT ajst-32541 37 19 . . PUNCT ajst-32541 38 1 the the DET ajst-32541 38 2 second second ADJ ajst-32541 38 3 column column NOUN ajst-32541 38 4 ' ' PUNCT ajst-32541 38 5 points point NOUN ajst-32541 38 6 ' ' PUNCT ajst-32541 38 7 in in ADP ajst-32541 38 8 table table NOUN ajst-32541 38 9 1 1 NUM ajst-32541 38 10 is be AUX ajst-32541 38 11 an an DET ajst-32541 38 12 abbreviation abbreviation NOUN ajst-32541 38 13 for for ADP ajst-32541 38 14 ' ' PUNCT ajst-32541 38 15 number number NOUN ajst-32541 38 16 of of ADP ajst-32541 38 17 weak weak ADJ ajst-32541 38 18 coverage coverage NOUN ajst-32541 38 19 points point NOUN ajst-32541 38 20 ' ' PART ajst-32541 38 21 . . PUNCT ajst-32541 39 1 the the DET ajst-32541 39 2 fourth fourth ADJ ajst-32541 39 3 column column NOUN ajst-32541 39 4 ' ' PUNCT ajst-32541 39 5 interval interval NOUN ajst-32541 39 6 ' ' PUNCT ajst-32541 39 7 in in ADP ajst-32541 39 8 table table NOUN ajst-32541 39 9 1 1 NUM ajst-32541 39 10 is be AUX ajst-32541 39 11 an an DET ajst-32541 39 12 abbreviation abbreviation NOUN ajst-32541 39 13 for for ADP ajst-32541 39 14 ' ' PUNCT ajst-32541 39 15 total total ADJ ajst-32541 39 16 business business NOUN ajst-32541 39 17 volume volume NOUN ajst-32541 39 18 within within ADP ajst-32541 39 19 the the DET ajst-32541 39 20 interval interval NOUN ajst-32541 39 21 ' ' PUNCT ajst-32541 39 22 . . PUNCT ajst-32541 40 1 table table NOUN ajst-32541 40 2 1 1 NUM ajst-32541 40 3 shows show VERB ajst-32541 40 4 that that SCONJ ajst-32541 40 5 there there PRON ajst-32541 40 6 are be VERB ajst-32541 40 7 56,925 56,925 NUM ajst-32541 40 8 weak weak ADJ ajst-32541 40 9 coverage coverage NOUN ajst-32541 40 10 points point NOUN ajst-32541 40 11 with with ADP ajst-32541 40 12 a a DET ajst-32541 40 13 traffic traffic NOUN ajst-32541 40 14 volume volume NOUN ajst-32541 40 15 less less ADJ ajst-32541 40 16 than than ADP ajst-32541 40 17 1 1 NUM ajst-32541 40 18 , , PUNCT ajst-32541 40 19 accounting account VERB ajst-32541 40 20 for for ADP ajst-32541 40 21 31.14 31.14 NUM ajst-32541 40 22 % % NOUN ajst-32541 40 23 of of ADP ajst-32541 40 24 all all DET ajst-32541 40 25 weak weak ADJ ajst-32541 40 26 coverage coverage NOUN ajst-32541 40 27 points point NOUN ajst-32541 40 28 . . PUNCT ajst-32541 41 1 however however ADV ajst-32541 41 2 , , PUNCT ajst-32541 41 3 these these DET ajst-32541 41 4 31.14 31.14 NUM ajst-32541 41 5 % % NOUN ajst-32541 41 6 of of ADP ajst-32541 41 7 weak weak ADJ ajst-32541 41 8 coverage coverage NOUN ajst-32541 41 9 points point NOUN ajst-32541 41 10 only only ADV ajst-32541 41 11 account account VERB ajst-32541 41 12 for for ADP ajst-32541 41 13 0.26 0.26 NUM ajst-32541 41 14 % % NOUN ajst-32541 41 15 of of ADP ajst-32541 41 16 the the DET ajst-32541 41 17 total total ADJ ajst-32541 41 18 traffic traffic NOUN ajst-32541 41 19 volume volume NOUN ajst-32541 41 20 . . PUNCT ajst-32541 42 1 similarly similarly ADV ajst-32541 42 2 , , PUNCT ajst-32541 42 3 weak weak ADJ ajst-32541 42 4 coverage coverage NOUN ajst-32541 42 5 points point NOUN ajst-32541 42 6 with with ADP ajst-32541 42 7 a a DET ajst-32541 42 8 traffic traffic NOUN ajst-32541 42 9 volume volume NOUN ajst-32541 42 10 between between ADP ajst-32541 42 11 1 1 NUM ajst-32541 42 12 and and CCONJ ajst-32541 42 13 10 10 NUM ajst-32541 42 14 account account NOUN ajst-32541 42 15 for for ADP ajst-32541 42 16 35.28 35.28 NUM ajst-32541 42 17 % % NOUN ajst-32541 42 18 , , PUNCT ajst-32541 42 19 but but CCONJ ajst-32541 42 20 their their PRON ajst-32541 42 21 traffic traffic NOUN ajst-32541 42 22 volume volume NOUN ajst-32541 42 23 only only ADV ajst-32541 42 24 accounts account VERB ajst-32541 42 25 for for ADP ajst-32541 42 26 3.68 3.68 NUM ajst-32541 42 27 % % NOUN ajst-32541 42 28 of of ADP ajst-32541 42 29 the the DET ajst-32541 42 30 total total ADJ ajst-32541 42 31 traffic traffic NOUN ajst-32541 42 32 volume volume NOUN ajst-32541 42 33 . . PUNCT ajst-32541 43 1 from from ADP ajst-32541 43 2 the the DET ajst-32541 43 3 above above ADJ ajst-32541 43 4 comparison comparison NOUN ajst-32541 43 5 , , PUNCT ajst-32541 43 6 it it PRON ajst-32541 43 7 is be AUX ajst-32541 43 8 easy easy ADJ ajst-32541 43 9 to to PART ajst-32541 43 10 conclude conclude VERB ajst-32541 43 11 that that SCONJ ajst-32541 43 12 over over ADP ajst-32541 43 13 96 96 NUM ajst-32541 43 14 % % NOUN ajst-32541 43 15 of of ADP ajst-32541 43 16 the the DET ajst-32541 43 17 traffic traffic NOUN ajst-32541 43 18 volume volume NOUN ajst-32541 43 19 is be AUX ajst-32541 43 20 concentrated concentrate VERB ajst-32541 43 21 in in ADP ajst-32541 43 22 the the DET ajst-32541 43 23 first first ADJ ajst-32541 43 24 1/3 1/3 NUM ajst-32541 43 25 of of ADP ajst-32541 43 26 weak weak ADJ ajst-32541 43 27 coverage coverage NOUN ajst-32541 43 28 points point NOUN ajst-32541 43 29 , , PUNCT ajst-32541 43 30 while while SCONJ ajst-32541 43 31 the the DET ajst-32541 43 32 other other ADJ ajst-32541 43 33 2/3 2/3 NUM ajst-32541 43 34 of of ADP ajst-32541 43 35 weak weak ADJ ajst-32541 43 36 coverage coverage NOUN ajst-32541 43 37 points point NOUN ajst-32541 43 38 provide provide VERB ajst-32541 43 39 only only ADV ajst-32541 43 40 4 4 NUM ajst-32541 43 41 % % NOUN ajst-32541 43 42 of of ADP ajst-32541 43 43 the the DET ajst-32541 43 44 traffic traffic NOUN ajst-32541 43 45 volume volume NOUN ajst-32541 43 46 . . PUNCT ajst-32541 44 1 to to PART ajst-32541 44 2 simplify simplify VERB ajst-32541 44 3 the the DET ajst-32541 44 4 computation computation NOUN ajst-32541 44 5 of of ADP ajst-32541 44 6 the the DET ajst-32541 44 7 subsequent subsequent ADJ ajst-32541 44 8 model model NOUN ajst-32541 44 9 , , PUNCT ajst-32541 44 10 we we PRON ajst-32541 44 11 removed remove VERB ajst-32541 44 12 weak weak ADJ ajst-32541 44 13 coverage coverage NOUN ajst-32541 44 14 points point NOUN ajst-32541 44 15 with with ADP ajst-32541 44 16 a a DET ajst-32541 44 17 traffic traffic NOUN ajst-32541 44 18 volume volume NOUN ajst-32541 44 19 less less ADJ ajst-32541 44 20 than than ADP ajst-32541 44 21 10 10 NUM ajst-32541 44 22 , , PUNCT ajst-32541 44 23 leaving leave VERB ajst-32541 44 24 96 96 NUM ajst-32541 44 25 % % NOUN ajst-32541 44 26 of of ADP ajst-32541 44 27 the the DET ajst-32541 44 28 total total ADJ ajst-32541 44 29 traffic traffic NOUN ajst-32541 44 30 volume volume NOUN ajst-32541 44 31 . . PUNCT ajst-32541 45 1 the the DET ajst-32541 45 2 distribution distribution NOUN ajst-32541 45 3 of of ADP ajst-32541 45 4 traffic traffic NOUN ajst-32541 45 5 volume volume NOUN ajst-32541 45 6 for for ADP ajst-32541 45 7 the the DET ajst-32541 45 8 remaining remain VERB ajst-32541 45 9 weak weak ADJ ajst-32541 45 10 coverage coverage NOUN ajst-32541 45 11 points point NOUN ajst-32541 45 12 is be AUX ajst-32541 45 13 shown show VERB ajst-32541 45 14 in in ADP ajst-32541 45 15 figure figure NOUN ajst-32541 45 16 2 2 NUM ajst-32541 45 17 . . PUNCT ajst-32541 45 18 figure figure NOUN ajst-32541 45 19 2 2 NUM ajst-32541 45 20 . . PUNCT ajst-32541 46 1 distribution distribution NOUN ajst-32541 46 2 of of ADP ajst-32541 46 3 traffic traffic NOUN ajst-32541 46 4 in in ADP ajst-32541 46 5 remaining remain VERB ajst-32541 46 6 weak weak ADJ ajst-32541 46 7 coverage coverage NOUN ajst-32541 46 8 areas area NOUN ajst-32541 46 9 as as SCONJ ajst-32541 46 10 shown show VERB ajst-32541 46 11 in in ADP ajst-32541 46 12 the the DET ajst-32541 46 13 figure figure NOUN ajst-32541 46 14 above above ADV ajst-32541 46 15 , , PUNCT ajst-32541 46 16 the the DET ajst-32541 46 17 distribution distribution NOUN ajst-32541 46 18 of of ADP ajst-32541 46 19 traffic traffic NOUN ajst-32541 46 20 volume volume NOUN ajst-32541 46 21 in in ADP ajst-32541 46 22 the the DET ajst-32541 46 23 remaining remain VERB ajst-32541 46 24 weak weak ADJ ajst-32541 46 25 coverage coverage NOUN ajst-32541 46 26 points point NOUN ajst-32541 46 27 is be AUX ajst-32541 46 28 more more ADV ajst-32541 46 29 even even ADV ajst-32541 46 30 than than ADP ajst-32541 46 31 before before ADV ajst-32541 46 32 , , PUNCT ajst-32541 46 33 but but CCONJ ajst-32541 46 34 the the DET ajst-32541 46 35 overall overall ADJ ajst-32541 46 36 traffic traffic NOUN ajst-32541 46 37 volume volume NOUN ajst-32541 46 38 is be AUX ajst-32541 46 39 still still ADV ajst-32541 46 40 below below ADP ajst-32541 46 41 10,000 10,000 NUM ajst-32541 46 42 . . PUNCT ajst-32541 47 1 next next ADV ajst-32541 47 2 , , PUNCT ajst-32541 47 3 the the DET ajst-32541 47 4 following follow VERB ajst-32541 47 5 figure figure NOUN ajst-32541 47 6 shows show VERB ajst-32541 47 7 the the DET ajst-32541 47 8 current current ADJ ajst-32541 47 9 website website NOUN ajst-32541 47 10 's 's PART ajst-32541 47 11 traffic traffic NOUN ajst-32541 47 12 distribution distribution NOUN ajst-32541 47 13 : : PUNCT ajst-32541 47 14 figure figure NOUN ajst-32541 47 15 3 3 NUM ajst-32541 47 16 . . PUNCT ajst-32541 48 1 distribution distribution NOUN ajst-32541 48 2 of of ADP ajst-32541 48 3 business business NOUN ajst-32541 48 4 volume volume NOUN ajst-32541 48 5 at at ADP ajst-32541 48 6 current current ADJ ajst-32541 48 7 website website NOUN ajst-32541 48 8 address address NOUN ajst-32541 48 9 as as SCONJ ajst-32541 48 10 shown show VERB ajst-32541 48 11 in in ADP ajst-32541 48 12 the the DET ajst-32541 48 13 figure figure NOUN ajst-32541 48 14 above above ADV ajst-32541 48 15 , , PUNCT ajst-32541 48 16 the the DET ajst-32541 48 17 current current ADJ ajst-32541 48 18 website website NOUN ajst-32541 48 19 's 's PART ajst-32541 48 20 business business NOUN ajst-32541 48 21 volume volume NOUN ajst-32541 48 22 is be AUX ajst-32541 48 23 relatively relatively ADV ajst-32541 48 24 evenly evenly ADV ajst-32541 48 25 distributed distribute VERB ajst-32541 48 26 . . PUNCT ajst-32541 49 1 next next ADV ajst-32541 49 2 , , PUNCT ajst-32541 49 3 the the DET ajst-32541 49 4 current current ADJ ajst-32541 49 5 website website NOUN ajst-32541 49 6 address address NOUN ajst-32541 49 7 traffic traffic NOUN ajst-32541 49 8 volume volume NOUN ajst-32541 49 9 distribution distribution NOUN ajst-32541 49 10 data datum NOUN ajst-32541 49 11 is be AUX ajst-32541 49 12 statistically statistically ADV ajst-32541 49 13 analyzed analyze VERB ajst-32541 49 14 and and CCONJ ajst-32541 49 15 presented present VERB ajst-32541 49 16 in in ADP ajst-32541 49 17 table table NOUN ajst-32541 49 18 2 2 NUM ajst-32541 49 19 , , PUNCT ajst-32541 49 20 which which PRON ajst-32541 49 21 shows show VERB ajst-32541 49 22 the the DET ajst-32541 49 23 current current ADJ ajst-32541 49 24 website website NOUN ajst-32541 49 25 address address NOUN ajst-32541 49 26 traffic traffic NOUN ajst-32541 49 27 volume volume NOUN ajst-32541 49 28 distribution distribution NOUN ajst-32541 49 29 intervals interval NOUN ajst-32541 49 30 . . PUNCT ajst-32541 50 1 the the DET ajst-32541 50 2 first first ADJ ajst-32541 50 3 column column NOUN ajst-32541 50 4 ' ' PUNCT ajst-32541 50 5 range range NOUN ajst-32541 50 6 ' ' PUNCT ajst-32541 50 7 in in ADP ajst-32541 50 8 table table NOUN ajst-32541 50 9 2 2 NUM ajst-32541 50 10 is be AUX ajst-32541 50 11 an an DET ajst-32541 50 12 abbreviation abbreviation NOUN ajst-32541 50 13 for for ADP ajst-32541 50 14 ' ' PUNCT ajst-32541 50 15 business business NOUN ajst-32541 50 16 volume volume NOUN ajst-32541 50 17 range range NOUN ajst-32541 50 18 ' ' PUNCT ajst-32541 50 19 . . PUNCT ajst-32541 51 1 the the DET ajst-32541 51 2 second second ADJ ajst-32541 51 3 column column NOUN ajst-32541 51 4 ' ' PUNCT ajst-32541 51 5 points point NOUN ajst-32541 51 6 ' ' PUNCT ajst-32541 51 7 in in ADP ajst-32541 51 8 table table NOUN ajst-32541 51 9 1 1 NUM ajst-32541 51 10 is be AUX ajst-32541 51 11 an an DET ajst-32541 51 12 abbreviation abbreviation NOUN ajst-32541 51 13 for for ADP ajst-32541 51 14 ' ' PUNCT ajst-32541 51 15 number number NOUN ajst-32541 51 16 of of ADP ajst-32541 51 17 weak weak ADJ ajst-32541 51 18 coverage coverage NOUN ajst-32541 51 19 points point NOUN ajst-32541 51 20 ' ' PART ajst-32541 51 21 . . PUNCT ajst-32541 52 1 the the DET ajst-32541 52 2 fourth fourth ADJ ajst-32541 52 3 column column NOUN ajst-32541 52 4 ' ' PUNCT ajst-32541 52 5 interval interval NOUN ajst-32541 52 6 ' ' PUNCT ajst-32541 52 7 in in ADP ajst-32541 52 8 table table NOUN ajst-32541 52 9 1 1 NUM ajst-32541 52 10 is be AUX ajst-32541 52 11 an an DET ajst-32541 52 12 abbreviation abbreviation NOUN ajst-32541 52 13 for for ADP ajst-32541 52 14 ' ' PUNCT ajst-32541 52 15 total total ADJ ajst-32541 52 16 business business NOUN ajst-32541 52 17 volume volume NOUN ajst-32541 52 18 within within ADP ajst-32541 52 19 the the DET ajst-32541 52 20 interval interval NOUN ajst-32541 52 21 ' ' PUNCT ajst-32541 52 22 . . PUNCT ajst-32541 53 1 as as SCONJ ajst-32541 53 2 shown show VERB ajst-32541 53 3 in in ADP ajst-32541 53 4 the the DET ajst-32541 53 5 table table NOUN ajst-32541 53 6 above above ADV ajst-32541 53 7 , , PUNCT ajst-32541 53 8 the the DET ajst-32541 53 9 number number NOUN ajst-32541 53 10 of of ADP ajst-32541 53 11 coverage coverage NOUN ajst-32541 53 12 points point NOUN ajst-32541 53 13 and and CCONJ ajst-32541 53 14 the the DET ajst-32541 53 15 total total ADJ ajst-32541 53 16 business business NOUN ajst-32541 53 17 volume volume NOUN ajst-32541 53 18 within within ADP ajst-32541 53 19 the the DET ajst-32541 53 20 range range NOUN ajst-32541 53 21 are be AUX ajst-32541 53 22 mostly mostly ADV ajst-32541 53 23 in in ADP ajst-32541 53 24 the the DET ajst-32541 53 25 range range NOUN ajst-32541 53 26 of of ADP ajst-32541 53 27 1000 1000 NUM ajst-32541 53 28 - - SYM ajst-32541 53 29 2000 2000 NUM ajst-32541 53 30 , , PUNCT ajst-32541 53 31 and and CCONJ ajst-32541 53 32 there there PRON ajst-32541 53 33 are be VERB ajst-32541 53 34 very very ADV ajst-32541 53 35 few few ADJ ajst-32541 53 36 ranges range NOUN ajst-32541 53 37 below below ADP ajst-32541 53 38 100 100 NUM ajst-32541 53 39 . . PUNCT ajst-32541 54 1 81 81 NUM ajst-32541 54 2 table table NOUN ajst-32541 54 3 2 2 NUM ajst-32541 54 4 . . PUNCT ajst-32541 54 5 shows show VERB ajst-32541 54 6 the the DET ajst-32541 54 7 distribution distribution NOUN ajst-32541 54 8 of of ADP ajst-32541 54 9 business business NOUN ajst-32541 54 10 volume volume NOUN ajst-32541 54 11 at at ADP ajst-32541 54 12 current current ADJ ajst-32541 54 13 website website NOUN ajst-32541 54 14 addresses address NOUN ajst-32541 54 15 and and CCONJ ajst-32541 54 16 the the DET ajst-32541 54 17 distribution distribution NOUN ajst-32541 54 18 of of ADP ajst-32541 54 19 business business NOUN ajst-32541 54 20 volume volume NOUN ajst-32541 54 21 between between ADP ajst-32541 54 22 different different ADJ ajst-32541 54 23 intervals interval NOUN ajst-32541 54 24 . . PUNCT ajst-32541 55 1 range range NOUN ajst-32541 55 2 points point NOUN ajst-32541 55 3 percentage percentage NOUN ajst-32541 55 4 interval interval NOUN ajst-32541 55 5 percentage percentage NOUN ajst-32541 55 6 0 0 NUM ajst-32541 55 7 - - SYM ajst-32541 55 8 10 10 NUM ajst-32541 55 9 6 6 NUM ajst-32541 55 10 0.41 0.41 NUM ajst-32541 55 11 % % NOUN ajst-32541 55 12 27 27 NUM ajst-32541 55 13 0.001 0.001 NUM ajst-32541 55 14 % % NOUN ajst-32541 55 15 10 10 NUM ajst-32541 55 16 - - SYM ajst-32541 55 17 50 50 NUM ajst-32541 55 18 14 14 NUM ajst-32541 55 19 0.95 0.95 NUM ajst-32541 55 20 % % NOUN ajst-32541 55 21 480 480 NUM ajst-32541 55 22 0.02 0.02 NUM ajst-32541 55 23 % % NOUN ajst-32541 55 24 50 50 NUM ajst-32541 55 25 - - SYM ajst-32541 55 26 100 100 NUM ajst-32541 55 27 28 28 NUM ajst-32541 55 28 1.90 1.90 NUM ajst-32541 55 29 % % NOUN ajst-32541 55 30 2003 2003 NUM ajst-32541 55 31 0.10 0.10 NUM ajst-32541 55 32 % % NOUN ajst-32541 55 33 100 100 NUM ajst-32541 55 34 - - SYM ajst-32541 55 35 500 500 NUM ajst-32541 55 36 172 172 NUM ajst-32541 55 37 11.67 11.67 NUM ajst-32541 55 38 % % NOUN ajst-32541 55 39 50787 50787 NUM ajst-32541 55 40 2.48 2.48 NUM ajst-32541 55 41 % % NOUN ajst-32541 55 42 500 500 NUM ajst-32541 55 43 - - SYM ajst-32541 55 44 1000 1000 NUM ajst-32541 55 45 219 219 NUM ajst-32541 55 46 14.86 14.86 NUM ajst-32541 55 47 % % NOUN ajst-32541 55 48 163830 163830 NUM ajst-32541 55 49 8.00 8.00 NUM ajst-32541 55 50 % % NOUN ajst-32541 55 51 1000 1000 NUM ajst-32541 55 52 - - SYM ajst-32541 55 53 2000 2000 NUM ajst-32541 55 54 700 700 NUM ajst-32541 55 55 47.49 47.49 NUM ajst-32541 55 56 % % NOUN ajst-32541 55 57 1079287 1079287 NUM ajst-32541 55 58 52.70 52.70 NUM ajst-32541 55 59 % % NOUN ajst-32541 55 60 > > X ajst-32541 55 61 2000 2000 NUM ajst-32541 55 62 335 335 NUM ajst-32541 55 63 22.73 22.73 NUM ajst-32541 55 64 % % NOUN ajst-32541 55 65 751627 751627 NUM ajst-32541 55 66 36.70 36.70 NUM ajst-32541 55 67 % % NOUN ajst-32541 55 68 3 3 NUM ajst-32541 55 69 . . PUNCT ajst-32541 55 70 establishment establishment NOUN ajst-32541 55 71 of of ADP ajst-32541 55 72 a a DET ajst-32541 55 73 0 0 NUM ajst-32541 55 74 - - SYM ajst-32541 55 75 1 1 NUM ajst-32541 55 76 mathematical mathematical ADJ ajst-32541 55 77 programming programming NOUN ajst-32541 55 78 model model NOUN ajst-32541 55 79 0 0 NUM ajst-32541 55 80 - - SYM ajst-32541 55 81 1 1 NUM ajst-32541 55 82 programming programming NOUN ajst-32541 55 83 is be AUX ajst-32541 55 84 a a DET ajst-32541 55 85 special special ADJ ajst-32541 55 86 form form NOUN ajst-32541 55 87 of of ADP ajst-32541 55 88 integer integer NOUN ajst-32541 55 89 programming programming NOUN ajst-32541 55 90 . . PUNCT ajst-32541 56 1 in in ADP ajst-32541 56 2 this this DET ajst-32541 56 3 type type NOUN ajst-32541 56 4 of of ADP ajst-32541 56 5 programming programming NOUN ajst-32541 56 6 , , PUNCT ajst-32541 56 7 the the DET ajst-32541 56 8 decision decision NOUN ajst-32541 56 9 variables variable NOUN ajst-32541 56 10 only only ADV ajst-32541 56 11 take take VERB ajst-32541 56 12 the the DET ajst-32541 56 13 values value NOUN ajst-32541 56 14 0 0 NUM ajst-32541 56 15 or or CCONJ ajst-32541 56 16 1 1 NUM ajst-32541 56 17 , , PUNCT ajst-32541 56 18 hence hence ADV ajst-32541 56 19 they they PRON ajst-32541 56 20 are be AUX ajst-32541 56 21 called call VERB ajst-32541 56 22 0 0 NUM ajst-32541 56 23 - - SYM ajst-32541 56 24 1 1 NUM ajst-32541 56 25 variables variable NOUN ajst-32541 56 26 or or CCONJ ajst-32541 56 27 binary binary ADJ ajst-32541 56 28 variables variable NOUN ajst-32541 56 29 , , PUNCT ajst-32541 56 30 because because SCONJ ajst-32541 56 31 any any DET ajst-32541 56 32 non non ADJ ajst-32541 56 33 - - ADJ ajst-32541 56 34 negative negative ADJ ajst-32541 56 35 integer integer NOUN ajst-32541 56 36 can can AUX ajst-32541 56 37 be be AUX ajst-32541 56 38 represented represent VERB ajst-32541 56 39 using use VERB ajst-32541 56 40 several several ADJ ajst-32541 56 41 0 0 NUM ajst-32541 56 42 - - SYM ajst-32541 56 43 1 1 NUM ajst-32541 56 44 variables variable NOUN ajst-32541 56 45 in in ADP ajst-32541 56 46 binary binary ADJ ajst-32541 56 47 notation notation NOUN ajst-32541 56 48 . . PUNCT ajst-32541 57 1 0 0 NUM ajst-32541 57 2 - - SYM ajst-32541 57 3 1 1 NUM ajst-32541 57 4 variables variable NOUN ajst-32541 57 5 can can AUX ajst-32541 57 6 quantitatively quantitatively ADV ajst-32541 57 7 describe describe VERB ajst-32541 57 8 the the DET ajst-32541 57 9 logical logical ADJ ajst-32541 57 10 relationships relationship NOUN ajst-32541 57 11 , , PUNCT ajst-32541 57 12 sequential sequential ADJ ajst-32541 57 13 relationships relationship NOUN ajst-32541 57 14 , , PUNCT ajst-32541 57 15 and and CCONJ ajst-32541 57 16 mutually mutually ADV ajst-32541 57 17 exclusive exclusive ADJ ajst-32541 57 18 constraints constraint NOUN ajst-32541 57 19 among among ADP ajst-32541 57 20 discrete discrete ADJ ajst-32541 57 21 variables variable NOUN ajst-32541 57 22 that that PRON ajst-32541 57 23 reflect reflect VERB ajst-32541 57 24 phenomena phenomenon NOUN ajst-32541 57 25 such such ADJ ajst-32541 57 26 as as ADP ajst-32541 57 27 on on ADP ajst-32541 57 28 and and CCONJ ajst-32541 57 29 off off ADV ajst-32541 57 30 , , PUNCT ajst-32541 57 31 take take VERB ajst-32541 57 32 or or CCONJ ajst-32541 57 33 abandon abandon VERB ajst-32541 57 34 , , PUNCT ajst-32541 57 35 have have VERB ajst-32541 57 36 or or CCONJ ajst-32541 57 37 not not PART ajst-32541 57 38 have have VERB ajst-32541 57 39 . . PUNCT ajst-32541 58 1 therefore therefore ADV ajst-32541 58 2 , , PUNCT ajst-32541 58 3 0 0 NUM ajst-32541 58 4 - - SYM ajst-32541 58 5 1 1 NUM ajst-32541 58 6 programming programming NOUN ajst-32541 58 7 is be AUX ajst-32541 58 8 very very ADV ajst-32541 58 9 suitable suitable ADJ ajst-32541 58 10 for for ADP ajst-32541 58 11 describing describe VERB ajst-32541 58 12 and and CCONJ ajst-32541 58 13 solving solve VERB ajst-32541 58 14 various various ADJ ajst-32541 58 15 problems problem NOUN ajst-32541 58 16 of of ADP ajst-32541 58 17 interest interest NOUN ajst-32541 58 18 , , PUNCT ajst-32541 58 19 such such ADJ ajst-32541 58 20 as as ADP ajst-32541 58 21 network network NOUN ajst-32541 58 22 design design NOUN ajst-32541 58 23 , , PUNCT ajst-32541 58 24 factory factory NOUN ajst-32541 58 25 location location NOUN ajst-32541 58 26 , , PUNCT ajst-32541 58 27 production production NOUN ajst-32541 58 28 scheduling scheduling NOUN ajst-32541 58 29 , , PUNCT ajst-32541 58 30 traveling travel VERB ajst-32541 58 31 salesman salesman NOUN ajst-32541 58 32 problems problem NOUN ajst-32541 58 33 , , PUNCT ajst-32541 58 34 knapsack knapsack NOUN ajst-32541 58 35 problems problem NOUN ajst-32541 58 36 , , PUNCT ajst-32541 58 37 personnel personnel NOUN ajst-32541 58 38 scheduling scheduling NOUN ajst-32541 58 39 , , PUNCT ajst-32541 58 40 code code NOUN ajst-32541 58 41 selection selection NOUN ajst-32541 58 42 , , PUNCT ajst-32541 58 43 and and CCONJ ajst-32541 58 44 reliability reliability NOUN ajst-32541 58 45 . . PUNCT ajst-32541 59 1 the the DET ajst-32541 59 2 establishment establishment NOUN ajst-32541 59 3 of of ADP ajst-32541 59 4 new new ADJ ajst-32541 59 5 base base NOUN ajst-32541 59 6 stations station NOUN ajst-32541 59 7 requires require VERB ajst-32541 59 8 satisfying satisfy VERB ajst-32541 59 9 the the DET ajst-32541 59 10 following follow VERB ajst-32541 59 11 conditions condition NOUN ajst-32541 59 12 : : PUNCT ajst-32541 59 13 the the DET ajst-32541 59 14 distance distance NOUN ajst-32541 59 15 threshold threshold NOUN ajst-32541 59 16 between between ADP ajst-32541 59 17 new new ADJ ajst-32541 59 18 base base NOUN ajst-32541 59 19 stations station NOUN ajst-32541 59 20 is be AUX ajst-32541 59 21 10 10 NUM ajst-32541 59 22 ; ; PUNCT ajst-32541 59 23 the the DET ajst-32541 59 24 planned plan VERB ajst-32541 59 25 new new ADJ ajst-32541 59 26 base base NOUN ajst-32541 59 27 stations station NOUN ajst-32541 59 28 can can AUX ajst-32541 59 29 cover cover VERB ajst-32541 59 30 90 90 NUM ajst-32541 59 31 % % NOUN ajst-32541 59 32 of of ADP ajst-32541 59 33 the the DET ajst-32541 59 34 total total ADJ ajst-32541 59 35 traffic traffic NOUN ajst-32541 59 36 in in ADP ajst-32541 59 37 weakly weakly ADJ ajst-32541 59 38 covered cover VERB ajst-32541 59 39 areas area NOUN ajst-32541 59 40 ; ; PUNCT ajst-32541 59 41 this this DET ajst-32541 59 42 paper paper NOUN ajst-32541 59 43 needs need VERB ajst-32541 59 44 to to PART ajst-32541 59 45 explore explore VERB ajst-32541 59 46 how how SCONJ ajst-32541 59 47 to to PART ajst-32541 59 48 minimize minimize VERB ajst-32541 59 49 the the DET ajst-32541 59 50 total total ADJ ajst-32541 59 51 cost cost NOUN ajst-32541 59 52 of of ADP ajst-32541 59 53 establishing establish VERB ajst-32541 59 54 base base NOUN ajst-32541 59 55 stations station NOUN ajst-32541 59 56 based base VERB ajst-32541 59 57 on on ADP ajst-32541 59 58 the the DET ajst-32541 59 59 above above ADJ ajst-32541 59 60 assumptions assumption NOUN ajst-32541 59 61 . . PUNCT ajst-32541 60 1 therefore therefore ADV ajst-32541 60 2 , , PUNCT ajst-32541 60 3 a a DET ajst-32541 60 4 reasonable reasonable ADJ ajst-32541 60 5 and and CCONJ ajst-32541 60 6 effective effective ADJ ajst-32541 60 7 0 0 NUM ajst-32541 60 8 - - SYM ajst-32541 60 9 1 1 NUM ajst-32541 60 10 mathematical mathematical ADJ ajst-32541 60 11 programming programming NOUN ajst-32541 60 12 model model NOUN ajst-32541 60 13 needs need VERB ajst-32541 60 14 to to PART ajst-32541 60 15 be be AUX ajst-32541 60 16 established.[6][10 established.[6][10 PROPN ajst-32541 60 17 ] ] PUNCT ajst-32541 60 18 the the DET ajst-32541 60 19 specific specific ADJ ajst-32541 60 20 modeling modeling NOUN ajst-32541 60 21 steps step NOUN ajst-32541 60 22 are be AUX ajst-32541 60 23 as as SCONJ ajst-32541 60 24 follows follow VERB ajst-32541 60 25 : : PUNCT ajst-32541 60 26 ( ( PUNCT ajst-32541 60 27 1 1 X ajst-32541 60 28 ) ) PUNCT ajst-32541 60 29 objective objective ADJ ajst-32541 60 30 function function NOUN ajst-32541 60 31 the the DET ajst-32541 60 32 objective objective ADJ ajst-32541 60 33 function function NOUN ajst-32541 60 34 of of ADP ajst-32541 60 35 this this DET ajst-32541 60 36 paper paper NOUN ajst-32541 60 37 is be AUX ajst-32541 60 38 to to PART ajst-32541 60 39 minimize minimize VERB ajst-32541 60 40 the the DET ajst-32541 60 41 total total ADJ ajst-32541 60 42 cost cost NOUN ajst-32541 60 43 of of ADP ajst-32541 60 44 building build VERB ajst-32541 60 45 new new ADJ ajst-32541 60 46 base base NOUN ajst-32541 60 47 stations station NOUN ajst-32541 60 48 , , PUNCT ajst-32541 60 49 as as SCONJ ajst-32541 60 50 follows follow VERB ajst-32541 60 51 : : PUNCT ajst-32541 60 52 π‘šπ‘–π‘›π‘“ π‘šπ‘–π‘›π‘“ NOUN ajst-32541 60 53 βˆ‘ βˆ‘ DET ajst-32541 60 54 β€Š β€Š SPACE ajst-32541 60 55 10𝑣 10𝑣 NOUN ajst-32541 60 56 π‘Ž π‘Ž ADP ajst-32541 60 57 𝑣 𝑣 PRON ajst-32541 60 58 𝑏 𝑏 PROPN ajst-32541 60 59 ( ( PUNCT ajst-32541 60 60 1 1 NUM ajst-32541 60 61 ) ) PUNCT ajst-32541 60 62 where where SCONJ ajst-32541 60 63 𝑣𝑖 𝑣𝑖 ADP ajst-32541 60 64 , , PUNCT ajst-32541 60 65 π‘Žπ‘– π‘Žπ‘– ADV ajst-32541 60 66 , , PUNCT ajst-32541 60 67 𝑏𝑖 𝑏𝑖 ADP ajst-32541 60 68 = = SYM ajst-32541 60 69 0 0 NUM ajst-32541 60 70 or or CCONJ ajst-32541 60 71 1 1 NUM ajst-32541 60 72 , , PUNCT ajst-32541 60 73 the the DET ajst-32541 60 74 cost cost NOUN ajst-32541 60 75 of of ADP ajst-32541 60 76 a a DET ajst-32541 60 77 macro macro ADJ ajst-32541 60 78 base base NOUN ajst-32541 60 79 station station NOUN ajst-32541 60 80 is be AUX ajst-32541 60 81 10 10 NUM ajst-32541 60 82 , , PUNCT ajst-32541 60 83 and and CCONJ ajst-32541 60 84 the the DET ajst-32541 60 85 cost cost NOUN ajst-32541 60 86 of of ADP ajst-32541 60 87 a a DET ajst-32541 60 88 micro micro ADJ ajst-32541 60 89 base base NOUN ajst-32541 60 90 station station NOUN ajst-32541 60 91 is be AUX ajst-32541 60 92 1 1 NUM ajst-32541 60 93 . . PUNCT ajst-32541 60 94 𝑣𝑖 𝑣𝑖 ADP ajst-32541 60 95 = = SYM ajst-32541 60 96 0 0 NUM ajst-32541 60 97 means mean VERB ajst-32541 60 98 no no DET ajst-32541 60 99 new new ADJ ajst-32541 60 100 base base NOUN ajst-32541 60 101 station station NOUN ajst-32541 60 102 will will AUX ajst-32541 60 103 be be AUX ajst-32541 60 104 built build VERB ajst-32541 60 105 at at ADP ajst-32541 60 106 candidate candidate NOUN ajst-32541 60 107 base base NOUN ajst-32541 60 108 station station NOUN ajst-32541 60 109 𝑖 𝑖 NOUN ajst-32541 60 110 , , PUNCT ajst-32541 60 111 and and CCONJ ajst-32541 60 112 𝑣𝑖 𝑣𝑖 ADP ajst-32541 60 113 = = SYM ajst-32541 60 114 1 1 NUM ajst-32541 60 115 means mean VERB ajst-32541 60 116 a a DET ajst-32541 60 117 new new ADJ ajst-32541 60 118 base base NOUN ajst-32541 60 119 station station NOUN ajst-32541 60 120 will will AUX ajst-32541 60 121 be be AUX ajst-32541 60 122 built build VERB ajst-32541 60 123 ; ; PUNCT ajst-32541 60 124 π‘Žπ‘– π‘Žπ‘– ADP ajst-32541 60 125 = = SYM ajst-32541 60 126 0 0 NUM ajst-32541 60 127 means mean VERB ajst-32541 60 128 no no DET ajst-32541 60 129 macro macro ADJ ajst-32541 60 130 base base NOUN ajst-32541 60 131 station station NOUN ajst-32541 60 132 will will AUX ajst-32541 60 133 be be AUX ajst-32541 60 134 built build VERB ajst-32541 60 135 at at ADP ajst-32541 60 136 candidate candidate NOUN ajst-32541 60 137 base base NOUN ajst-32541 60 138 station station NOUN ajst-32541 60 139 𝑖 𝑖 NOUN ajst-32541 60 140 , , PUNCT ajst-32541 60 141 and and CCONJ ajst-32541 60 142 π‘Žπ‘– π‘Žπ‘– CCONJ ajst-32541 60 143 = = SYM ajst-32541 60 144 1 1 NUM ajst-32541 60 145 means mean VERB ajst-32541 60 146 a a DET ajst-32541 60 147 macro macro ADJ ajst-32541 60 148 base base NOUN ajst-32541 60 149 station station NOUN ajst-32541 60 150 will will AUX ajst-32541 60 151 be be AUX ajst-32541 60 152 built build VERB ajst-32541 60 153 ; ; PUNCT ajst-32541 60 154 𝑏𝑖 𝑏𝑖 ADP ajst-32541 60 155 = = SYM ajst-32541 60 156 0 0 NUM ajst-32541 60 157 means mean VERB ajst-32541 60 158 no no DET ajst-32541 60 159 micro micro ADJ ajst-32541 60 160 base base NOUN ajst-32541 60 161 station station NOUN ajst-32541 60 162 will will AUX ajst-32541 60 163 be be AUX ajst-32541 60 164 built build VERB ajst-32541 60 165 at at ADP ajst-32541 60 166 candidate candidate NOUN ajst-32541 60 167 base base NOUN ajst-32541 60 168 station station NOUN ajst-32541 60 169 𝑖 𝑖 NOUN ajst-32541 60 170 , , PUNCT ajst-32541 60 171 and and CCONJ ajst-32541 60 172 𝑏𝑖 𝑏𝑖 ADP ajst-32541 60 173 = = SYM ajst-32541 60 174 1 1 NUM ajst-32541 60 175 means mean VERB ajst-32541 60 176 a a DET ajst-32541 60 177 micro micro ADJ ajst-32541 60 178 base base NOUN ajst-32541 60 179 station station NOUN ajst-32541 60 180 will will AUX ajst-32541 60 181 be be AUX ajst-32541 60 182 built build VERB ajst-32541 60 183 . . PUNCT ajst-32541 61 1 π‘£π‘–π‘Žπ‘– π‘£π‘–π‘Žπ‘– NOUN ajst-32541 61 2 represents represent VERB ajst-32541 61 3 the the DET ajst-32541 61 4 case case NOUN ajst-32541 61 5 where where SCONJ ajst-32541 61 6 candidate candidate NOUN ajst-32541 61 7 base base NOUN ajst-32541 61 8 station station NOUN ajst-32541 61 9 𝑖 𝑖 VERB ajst-32541 61 10 is be AUX ajst-32541 61 11 selected select VERB ajst-32541 61 12 as as ADP ajst-32541 61 13 a a DET ajst-32541 61 14 new new ADJ ajst-32541 61 15 base base NOUN ajst-32541 61 16 station station NOUN ajst-32541 61 17 and and CCONJ ajst-32541 61 18 a a DET ajst-32541 61 19 macro macro ADJ ajst-32541 61 20 base base NOUN ajst-32541 61 21 station station NOUN ajst-32541 61 22 is be AUX ajst-32541 61 23 chosen choose VERB ajst-32541 61 24 . . PUNCT ajst-32541 62 1 candidate candidate NOUN ajst-32541 62 2 base base NOUN ajst-32541 62 3 station station NOUN ajst-32541 62 4 𝑖 𝑖 VERB ajst-32541 62 5 is be AUX ajst-32541 62 6 established establish VERB ajst-32541 62 7 as as ADP ajst-32541 62 8 a a DET ajst-32541 62 9 macro macro ADJ ajst-32541 62 10 base base NOUN ajst-32541 62 11 station station NOUN ajst-32541 62 12 if if SCONJ ajst-32541 62 13 and and CCONJ ajst-32541 62 14 only only ADV ajst-32541 62 15 if if SCONJ ajst-32541 62 16 π‘£π‘–π‘Žπ‘– π‘£π‘–π‘Žπ‘– NOUN ajst-32541 62 17 = = NOUN ajst-32541 62 18 1 1 NUM ajst-32541 62 19 ; ; PUNCT ajst-32541 62 20 similarly similarly ADV ajst-32541 62 21 , , PUNCT ajst-32541 62 22 candidate candidate NOUN ajst-32541 62 23 base base NOUN ajst-32541 62 24 station station NOUN ajst-32541 62 25 𝑖 𝑖 VERB ajst-32541 62 26 is be AUX ajst-32541 62 27 established establish VERB ajst-32541 62 28 as as ADP ajst-32541 62 29 a a DET ajst-32541 62 30 micro micro ADJ ajst-32541 62 31 base base NOUN ajst-32541 62 32 station station NOUN ajst-32541 63 1 if if SCONJ ajst-32541 63 2 𝑣𝑖𝑏𝑖 𝑣𝑖𝑏𝑖 ADJ ajst-32541 63 3 = = SYM ajst-32541 63 4 1 1 X ajst-32541 63 5 . . PUNCT ajst-32541 64 1 the the DET ajst-32541 64 2 meanings meaning NOUN ajst-32541 64 3 of of ADP ajst-32541 64 4 𝑣𝑖 𝑣𝑖 NOUN ajst-32541 64 5 , , PUNCT ajst-32541 64 6 π‘Žπ‘– π‘Žπ‘– ADP ajst-32541 64 7 , , PUNCT ajst-32541 64 8 and and CCONJ ajst-32541 64 9 𝑏𝑖 𝑏𝑖 NOUN ajst-32541 64 10 , , PUNCT ajst-32541 64 11 and and CCONJ ajst-32541 64 12 their their PRON ajst-32541 64 13 interrelationships interrelationship NOUN ajst-32541 64 14 , , PUNCT ajst-32541 64 15 are be AUX ajst-32541 64 16 as as SCONJ ajst-32541 64 17 follows follow VERB ajst-32541 64 18 : : PUNCT ajst-32541 64 19 ⎩ ⎩ NUM ajst-32541 64 20 βŽͺ βŽͺ NOUN ajst-32541 64 21 ⎨ ⎨ ADJ ajst-32541 64 22 βŽͺ βŽͺ NOUN ajst-32541 64 23 βŽ§π‘£ βŽ§π‘£ NOUN ajst-32541 64 24 0 0 NUM ajst-32541 64 25 candidate candidate NOUN ajst-32541 64 26 base base NOUN ajst-32541 64 27 station station NOUN ajst-32541 64 28 i i PRON ajst-32541 64 29 was be AUX ajst-32541 64 30 selected select VERB ajst-32541 64 31 1 1 NUM ajst-32541 64 32 not not PART ajst-32541 64 33 selected select VERB ajst-32541 64 34 . . PUNCT ajst-32541 65 1 π‘Ž π‘Ž DET ajst-32541 65 2 0 0 NUM ajst-32541 65 3 establish establish VERB ajst-32541 65 4 macro macro ADJ ajst-32541 65 5 base base NOUN ajst-32541 65 6 stations station NOUN ajst-32541 65 7 1 1 NUM ajst-32541 65 8 π‘π‘œπ‘‘ π‘π‘œπ‘‘ PROPN ajst-32541 65 9 π‘’π‘ π‘‘π‘Žπ‘π‘™π‘–π‘ β„Ž π‘’π‘ π‘‘π‘Žπ‘π‘™π‘–π‘ β„Ž ADJ ajst-32541 65 10 π‘šπ‘Žπ‘π‘Ÿπ‘œ π‘šπ‘Žπ‘π‘Ÿπ‘œ NOUN ajst-32541 65 11 π‘π‘Žπ‘ π‘’ π‘π‘Žπ‘ π‘’ VERB ajst-32541 65 12 π‘ π‘‘π‘Žπ‘‘π‘–π‘œπ‘›π‘  π‘ π‘‘π‘Žπ‘‘π‘–π‘œπ‘›π‘  NOUN ajst-32541 65 13 𝑏 𝑏 PROPN ajst-32541 65 14 0 0 NUM ajst-32541 65 15 establish establish VERB ajst-32541 65 16 micro micro ADJ ajst-32541 65 17 base base NOUN ajst-32541 65 18 stations station NOUN ajst-32541 65 19 1 1 NUM ajst-32541 65 20 π‘π‘œπ‘‘ π‘π‘œπ‘‘ PROPN ajst-32541 65 21 πΈπ‘ π‘‘π‘Žπ‘π‘™π‘–π‘ β„Ž πΈπ‘ π‘‘π‘Žπ‘π‘™π‘–π‘ β„Ž PROPN ajst-32541 65 22 π‘šπ‘–π‘π‘Ÿπ‘œ π‘šπ‘–π‘π‘Ÿπ‘œ NOUN ajst-32541 65 23 π‘π‘Žπ‘ π‘’ π‘π‘Žπ‘ π‘’ VERB ajst-32541 65 24 π‘ π‘‘π‘Žπ‘‘π‘–π‘œπ‘›π‘  π‘ π‘‘π‘Žπ‘‘π‘–π‘œπ‘›π‘  NOUN ajst-32541 65 25 ( ( PUNCT ajst-32541 65 26 2 2 NUM ajst-32541 65 27 ) ) PUNCT ajst-32541 65 28 ( ( PUNCT ajst-32541 65 29 2 2 X ajst-32541 65 30 ) ) PUNCT ajst-32541 65 31 decision decision NOUN ajst-32541 65 32 variables variable NOUN ajst-32541 65 33 : : PUNCT ajst-32541 65 34 coordinates coordinate NOUN ajst-32541 65 35 of of ADP ajst-32541 65 36 the the DET ajst-32541 65 37 new new ADJ ajst-32541 65 38 base base NOUN ajst-32541 65 39 station station NOUN ajst-32541 65 40 ( ( PUNCT ajst-32541 65 41 π‘₯ π‘₯ X ajst-32541 65 42 , , PUNCT ajst-32541 65 43 𝑦 𝑦 NOUN ajst-32541 65 44 ) ) PUNCT ajst-32541 65 45 . . PUNCT ajst-32541 66 1 ( ( PUNCT ajst-32541 66 2 3 3 X ajst-32541 66 3 ) ) PUNCT ajst-32541 66 4 constraints constraint NOUN ajst-32541 66 5 : : PUNCT ajst-32541 66 6 1 1 X ajst-32541 66 7 ) ) PUNCT ajst-32541 66 8 the the DET ajst-32541 66 9 formula formula NOUN ajst-32541 66 10 for for ADP ajst-32541 66 11 selecting select VERB ajst-32541 66 12 either either CCONJ ajst-32541 66 13 a a DET ajst-32541 66 14 macro macro ADJ ajst-32541 66 15 base base NOUN ajst-32541 66 16 station station NOUN ajst-32541 66 17 or or CCONJ ajst-32541 66 18 a a DET ajst-32541 66 19 micro micro ADJ ajst-32541 66 20 base base NOUN ajst-32541 66 21 station station NOUN ajst-32541 66 22 is be AUX ajst-32541 66 23 as as SCONJ ajst-32541 66 24 follows follow VERB ajst-32541 66 25 : : PUNCT ajst-32541 66 26 82 82 NUM ajst-32541 66 27 π‘Ž π‘Ž NOUN ajst-32541 66 28 𝑏 𝑏 NOUN ajst-32541 66 29 1 1 NUM ajst-32541 66 30 ( ( PUNCT ajst-32541 66 31 3 3 NUM ajst-32541 66 32 ) ) PUNCT ajst-32541 66 33 the the DET ajst-32541 66 34 above above ADJ ajst-32541 66 35 formula formula NOUN ajst-32541 66 36 represents represent VERB ajst-32541 66 37 a a DET ajst-32541 66 38 candidate candidate NOUN ajst-32541 66 39 base base NOUN ajst-32541 66 40 station station NOUN ajst-32541 66 41 𝑖 𝑖 PRON ajst-32541 66 42 selected select VERB ajst-32541 66 43 as as ADP ajst-32541 66 44 a a DET ajst-32541 66 45 new new ADJ ajst-32541 66 46 base base NOUN ajst-32541 66 47 station station NOUN ajst-32541 66 48 site site NOUN ajst-32541 66 49 , , PUNCT ajst-32541 66 50 which which PRON ajst-32541 66 51 can can AUX ajst-32541 66 52 be be AUX ajst-32541 66 53 chosen choose VERB ajst-32541 66 54 from from ADP ajst-32541 66 55 two two NUM ajst-32541 66 56 types type NOUN ajst-32541 66 57 of of ADP ajst-32541 66 58 base base NOUN ajst-32541 66 59 stations station NOUN ajst-32541 66 60 : : PUNCT ajst-32541 66 61 macro macro ADJ ajst-32541 66 62 base base NOUN ajst-32541 66 63 station station NOUN ajst-32541 66 64 and and CCONJ ajst-32541 66 65 micro micro ADJ ajst-32541 66 66 base base PROPN ajst-32541 66 67 station station NOUN ajst-32541 66 68 . . PUNCT ajst-32541 67 1 2 2 X ajst-32541 67 2 ) ) PUNCT ajst-32541 67 3 the the DET ajst-32541 67 4 distance distance NOUN ajst-32541 67 5 threshold threshold NOUN ajst-32541 67 6 between between ADP ajst-32541 67 7 newly newly ADV ajst-32541 67 8 built build VERB ajst-32541 67 9 base base NOUN ajst-32541 67 10 stations station NOUN ajst-32541 67 11 is be AUX ajst-32541 67 12 10 10 NUM ajst-32541 67 13 , , PUNCT ajst-32541 67 14 and and CCONJ ajst-32541 67 15 its its PRON ajst-32541 67 16 calculation calculation NOUN ajst-32541 67 17 formula formula NOUN ajst-32541 67 18 is be AUX ajst-32541 67 19 as as SCONJ ajst-32541 67 20 follows follow VERB ajst-32541 67 21 : : PUNCT ajst-32541 67 22 π‘₯ π‘₯ ADP ajst-32541 67 23 π‘₯ π‘₯ PUNCT ajst-32541 67 24 𝑦 𝑦 X ajst-32541 67 25 𝑦 𝑦 NOUN ajst-32541 67 26 10 10 NUM ajst-32541 67 27 ( ( PUNCT ajst-32541 67 28 4 4 NUM ajst-32541 67 29 ) ) PUNCT ajst-32541 67 30 the the DET ajst-32541 67 31 above above ADJ ajst-32541 67 32 formula formula NOUN ajst-32541 67 33 states state VERB ajst-32541 67 34 that that SCONJ ajst-32541 67 35 the the DET ajst-32541 67 36 distance distance NOUN ajst-32541 67 37 between between ADP ajst-32541 67 38 two two NUM ajst-32541 67 39 newly newly ADV ajst-32541 67 40 built build VERB ajst-32541 67 41 base base NOUN ajst-32541 67 42 stations station NOUN ajst-32541 67 43 should should AUX ajst-32541 67 44 be be AUX ajst-32541 67 45 greater great ADJ ajst-32541 67 46 than than ADP ajst-32541 67 47 10 10 NUM ajst-32541 67 48 . . NOUN ajst-32541 68 1 3 3 NUM ajst-32541 68 2 ) ) PUNCT ajst-32541 68 3 the the DET ajst-32541 68 4 distance distance NOUN ajst-32541 68 5 between between ADP ajst-32541 68 6 a a DET ajst-32541 68 7 weak weak ADJ ajst-32541 68 8 coverage coverage NOUN ajst-32541 68 9 point point NOUN ajst-32541 68 10 covered cover VERB ajst-32541 68 11 by by ADP ajst-32541 68 12 a a DET ajst-32541 68 13 macro macro ADJ ajst-32541 68 14 base base NOUN ajst-32541 68 15 station station NOUN ajst-32541 68 16 and and CCONJ ajst-32541 68 17 the the DET ajst-32541 68 18 macro macro ADJ ajst-32541 68 19 base base NOUN ajst-32541 68 20 station station NOUN ajst-32541 68 21 is be AUX ajst-32541 68 22 no no ADV ajst-32541 68 23 greater great ADJ ajst-32541 68 24 than than ADP ajst-32541 68 25 30 30 NUM ajst-32541 68 26 , , PUNCT ajst-32541 68 27 and and CCONJ ajst-32541 68 28 the the DET ajst-32541 68 29 calculation calculation NOUN ajst-32541 68 30 formula formula NOUN ajst-32541 68 31 is be AUX ajst-32541 68 32 as as SCONJ ajst-32541 68 33 follows follow VERB ajst-32541 68 34 : : PUNCT ajst-32541 68 35 π‘₯ π‘₯ ADP ajst-32541 68 36 π‘₯ π‘₯ X ajst-32541 68 37 𝑦 𝑦 NUM ajst-32541 68 38 𝑦 𝑦 NOUN ajst-32541 68 39 30 30 NUM ajst-32541 68 40 ( ( PUNCT ajst-32541 68 41 5 5 NUM ajst-32541 68 42 ) ) PUNCT ajst-32541 68 43 4 4 NUM ajst-32541 68 44 ) ) PUNCT ajst-32541 68 45 the the DET ajst-32541 68 46 distance distance NOUN ajst-32541 68 47 between between ADP ajst-32541 68 48 a a DET ajst-32541 68 49 weak weak ADJ ajst-32541 68 50 coverage coverage NOUN ajst-32541 68 51 point point NOUN ajst-32541 68 52 covered cover VERB ajst-32541 68 53 by by ADP ajst-32541 68 54 a a DET ajst-32541 68 55 micro micro ADJ ajst-32541 68 56 base base NOUN ajst-32541 68 57 station station NOUN ajst-32541 68 58 and and CCONJ ajst-32541 68 59 the the DET ajst-32541 68 60 micro micro PROPN ajst-32541 68 61 base base PROPN ajst-32541 68 62 station station NOUN ajst-32541 68 63 is be AUX ajst-32541 68 64 no no ADV ajst-32541 68 65 greater great ADJ ajst-32541 68 66 than than ADP ajst-32541 68 67 10 10 NUM ajst-32541 68 68 , , PUNCT ajst-32541 68 69 and and CCONJ ajst-32541 68 70 the the DET ajst-32541 68 71 calculation calculation NOUN ajst-32541 68 72 formula formula NOUN ajst-32541 68 73 is be AUX ajst-32541 68 74 as as SCONJ ajst-32541 68 75 follows follow VERB ajst-32541 68 76 : : PUNCT ajst-32541 68 77 π‘₯ π‘₯ ADP ajst-32541 68 78 π‘₯ π‘₯ PUNCT ajst-32541 68 79 𝑦 𝑦 X ajst-32541 68 80 𝑦 𝑦 NOUN ajst-32541 68 81 10 10 NUM ajst-32541 68 82 ( ( PUNCT ajst-32541 68 83 6 6 NUM ajst-32541 68 84 ) ) PUNCT ajst-32541 68 85 the the DET ajst-32541 68 86 above above ADJ ajst-32541 68 87 formula formula NOUN ajst-32541 68 88 must must AUX ajst-32541 68 89 satisfy satisfy VERB ajst-32541 68 90 π‘Ÿπ‘–π‘  π‘Ÿπ‘–π‘  X ajst-32541 68 91 βˆ™π‘π‘– βˆ™π‘π‘– NOUN ajst-32541 68 92 = = NOUN ajst-32541 68 93 1 1 NUM ajst-32541 68 94 , , PUNCT ajst-32541 68 95 meaning mean VERB ajst-32541 68 96 all all DET ajst-32541 68 97 weak weak ADJ ajst-32541 68 98 coverage coverage NOUN ajst-32541 68 99 points point NOUN ajst-32541 68 100 that that PRON ajst-32541 68 101 can can AUX ajst-32541 68 102 be be AUX ajst-32541 68 103 covered cover VERB ajst-32541 68 104 by by ADP ajst-32541 68 105 micro micro ADJ ajst-32541 68 106 base base NOUN ajst-32541 68 107 stations station NOUN ajst-32541 68 108 . . PUNCT ajst-32541 69 1 5 5 X ajst-32541 69 2 ) ) PUNCT ajst-32541 69 3 the the DET ajst-32541 69 4 total total ADJ ajst-32541 69 5 traffic traffic NOUN ajst-32541 69 6 volume volume NOUN ajst-32541 69 7 that that SCONJ ajst-32541 69 8 the the DET ajst-32541 69 9 newly newly ADV ajst-32541 69 10 built build VERB ajst-32541 69 11 base base NOUN ajst-32541 69 12 station station NOUN ajst-32541 69 13 can can AUX ajst-32541 69 14 cover cover VERB ajst-32541 69 15 in in ADP ajst-32541 69 16 weakly weakly ADJ ajst-32541 69 17 covered cover VERB ajst-32541 69 18 areas area NOUN ajst-32541 69 19 is be AUX ajst-32541 69 20 greater great ADJ ajst-32541 69 21 than than ADP ajst-32541 69 22 90 90 NUM ajst-32541 69 23 % % NOUN ajst-32541 69 24 of of ADP ajst-32541 69 25 the the DET ajst-32541 69 26 total total ADJ ajst-32541 69 27 traffic traffic NOUN ajst-32541 69 28 volume volume NOUN ajst-32541 69 29 . . PUNCT ajst-32541 70 1 the the DET ajst-32541 70 2 mathematical mathematical ADJ ajst-32541 70 3 expression expression NOUN ajst-32541 70 4 for for ADP ajst-32541 70 5 this this PRON ajst-32541 70 6 is be AUX ajst-32541 70 7 as as SCONJ ajst-32541 70 8 follows follow VERB ajst-32541 70 9 : : PUNCT ajst-32541 70 10 βˆ‘ βˆ‘ PUNCT ajst-32541 70 11 𝑀 𝑀 ADP ajst-32541 70 12 6350607 6350607 NUM ajst-32541 70 13 ( ( PUNCT ajst-32541 70 14 7 7 X ajst-32541 70 15 ) ) PUNCT ajst-32541 70 16 the the DET ajst-32541 70 17 above above ADJ ajst-32541 70 18 formula formula NOUN ajst-32541 70 19 represents represent VERB ajst-32541 70 20 the the DET ajst-32541 70 21 total total ADJ ajst-32541 70 22 traffic traffic NOUN ajst-32541 70 23 volume volume NOUN ajst-32541 70 24 of of ADP ajst-32541 70 25 weak weak ADJ ajst-32541 70 26 coverage coverage NOUN ajst-32541 70 27 points point NOUN ajst-32541 70 28 that that PRON ajst-32541 70 29 can can AUX ajst-32541 70 30 be be AUX ajst-32541 70 31 covered cover VERB ajst-32541 70 32 by by ADP ajst-32541 70 33 the the DET ajst-32541 70 34 newly newly ADV ajst-32541 70 35 built build VERB ajst-32541 70 36 base base NOUN ajst-32541 70 37 station station NOUN ajst-32541 70 38 , , PUNCT ajst-32541 70 39 which which PRON ajst-32541 70 40 must must AUX ajst-32541 70 41 be be AUX ajst-32541 70 42 greater great ADJ ajst-32541 70 43 than than ADP ajst-32541 70 44 or or CCONJ ajst-32541 70 45 equal equal ADJ ajst-32541 70 46 to to ADP ajst-32541 70 47 90 90 NUM ajst-32541 70 48 % % NOUN ajst-32541 70 49 of of ADP ajst-32541 70 50 the the DET ajst-32541 70 51 total total ADJ ajst-32541 70 52 traffic traffic NOUN ajst-32541 70 53 volume volume NOUN ajst-32541 70 54 of of ADP ajst-32541 70 55 7,056,230 7,056,230 NUM ajst-32541 70 56 , , PUNCT ajst-32541 70 57 i.e. i.e. X ajst-32541 70 58 , , PUNCT ajst-32541 70 59 6,350,607 6,350,607 NUM ajst-32541 70 60 ; ; PUNCT ajst-32541 70 61 where where SCONJ ajst-32541 70 62 𝐻 𝐻 PROPN ajst-32541 70 63 is be AUX ajst-32541 70 64 the the DET ajst-32541 70 65 set set NOUN ajst-32541 70 66 of of ADP ajst-32541 70 67 weak weak ADJ ajst-32541 70 68 coverage coverage NOUN ajst-32541 70 69 points point NOUN ajst-32541 70 70 that that PRON ajst-32541 70 71 can can AUX ajst-32541 70 72 be be AUX ajst-32541 70 73 covered cover VERB ajst-32541 70 74 by by ADP ajst-32541 70 75 the the DET ajst-32541 70 76 newly newly ADV ajst-32541 70 77 built build VERB ajst-32541 70 78 base base NOUN ajst-32541 70 79 station station NOUN ajst-32541 70 80 , , PUNCT ajst-32541 70 81 𝑀 𝑀 PROPN ajst-32541 70 82 and and CCONJ ajst-32541 70 83 is be AUX ajst-32541 70 84 the the DET ajst-32541 70 85 traffic traffic NOUN ajst-32541 70 86 volume volume NOUN ajst-32541 70 87 of of ADP ajst-32541 70 88 the the DET ajst-32541 70 89 β„Žth β„Žth NOUN ajst-32541 70 90 weak weak ADJ ajst-32541 70 91 coverage coverage NOUN ajst-32541 70 92 point point NOUN ajst-32541 70 93 ( ( PUNCT ajst-32541 70 94 β„Ž β„Ž PROPN ajst-32541 70 95 ∈ ∈ PROPN ajst-32541 70 96 𝐻 𝐻 PROPN ajst-32541 70 97 ) ) PUNCT ajst-32541 70 98 . . PUNCT ajst-32541 71 1 π‘šπ‘–π‘›π‘“ π‘šπ‘–π‘›π‘“ NOUN ajst-32541 71 2 βˆ‘ βˆ‘ ADP ajst-32541 71 3 β€Š β€Š SPACE ajst-32541 71 4 10𝑣 10𝑣 NOUN ajst-32541 71 5 π‘Ž π‘Ž ADP ajst-32541 71 6 𝑣 𝑣 ADP ajst-32541 71 7 𝑏 𝑏 PROPN ajst-32541 71 8 ( ( PUNCT ajst-32541 71 9 8) 8) NUM ajst-32541 71 10 𝑠. 𝑠. NOUN ajst-32541 71 11 𝑑 𝑑 PROPN ajst-32541 71 12 ⎩ ⎩ PROPN ajst-32541 71 13 βŽͺ βŽͺ NOUN ajst-32541 71 14 ⎨ ⎨ ADJ ajst-32541 71 15 βŽͺ βŽͺ NOUN ajst-32541 71 16 ⎧ ⎧ PROPN ajst-32541 71 17 π‘Ž π‘Ž PROPN ajst-32541 71 18 𝑏 𝑏 PROPN ajst-32541 71 19 1 1 NUM ajst-32541 71 20 π‘₯ π‘₯ PRON ajst-32541 71 21 π‘₯ π‘₯ X ajst-32541 71 22 𝑦 𝑦 NUM ajst-32541 71 23 𝑦 𝑦 NOUN ajst-32541 71 24 10 10 NUM ajst-32541 71 25 π‘₯ π‘₯ PRON ajst-32541 71 26 π‘₯ π‘₯ PRON ajst-32541 71 27 𝑦 𝑦 NUM ajst-32541 71 28 𝑦 𝑦 NOUN ajst-32541 71 29 30 30 NUM ajst-32541 71 30 π‘₯ π‘₯ NOUN ajst-32541 71 31 π‘₯ π‘₯ PUNCT ajst-32541 71 32 𝑦 𝑦 NUM ajst-32541 71 33 𝑦 𝑦 NOUN ajst-32541 71 34 10 10 NUM ajst-32541 71 35 βˆ‘ βˆ‘ SYM ajst-32541 71 36 𝑀 𝑀 ADP ajst-32541 71 37 6350607 6350607 NUM ajst-32541 71 38 ( ( PUNCT ajst-32541 71 39 9 9 NUM ajst-32541 71 40 ) ) SYM ajst-32541 71 41 4 4 NUM ajst-32541 71 42 . . X ajst-32541 72 1 solving solve VERB ajst-32541 72 2 using use VERB ajst-32541 72 3 the the DET ajst-32541 72 4 simulated simulated ADJ ajst-32541 72 5 annealing anneal VERB ajst-32541 72 6 algorithm algorithm NOUN ajst-32541 72 7 genetic genetic ADJ ajst-32541 72 8 algorithm algorithm NOUN ajst-32541 72 9 ( ( PUNCT ajst-32541 72 10 ga ga NOUN ajst-32541 72 11 ) ) PUNCT ajst-32541 72 12 was be AUX ajst-32541 72 13 first first ADV ajst-32541 72 14 proposed propose VERB ajst-32541 72 15 by by ADP ajst-32541 72 16 john john PROPN ajst-32541 72 17 holland holland PROPN ajst-32541 72 18 in in ADP ajst-32541 72 19 the the DET ajst-32541 72 20 united united PROPN ajst-32541 72 21 states states PROPN ajst-32541 72 22 in in ADP ajst-32541 72 23 the the DET ajst-32541 72 24 1970s 1970s NUM ajst-32541 72 25 . . PUNCT ajst-32541 73 1 the the DET ajst-32541 73 2 algorithm algorithm NOUN ajst-32541 73 3 was be AUX ajst-32541 73 4 designed design VERB ajst-32541 73 5 based base VERB ajst-32541 73 6 on on ADP ajst-32541 73 7 the the DET ajst-32541 73 8 evolutionary evolutionary ADJ ajst-32541 73 9 laws law NOUN ajst-32541 73 10 of of ADP ajst-32541 73 11 organisms organism NOUN ajst-32541 73 12 in in ADP ajst-32541 73 13 nature nature NOUN ajst-32541 73 14 and and CCONJ ajst-32541 73 15 is be AUX ajst-32541 73 16 a a DET ajst-32541 73 17 computational computational ADJ ajst-32541 73 18 model model NOUN ajst-32541 73 19 that that PRON ajst-32541 73 20 simulates simulate VERB ajst-32541 73 21 the the DET ajst-32541 73 22 biological biological ADJ ajst-32541 73 23 evolution evolution NOUN ajst-32541 73 24 process process NOUN ajst-32541 73 25 of of ADP ajst-32541 73 26 natural natural ADJ ajst-32541 73 27 selection selection NOUN ajst-32541 73 28 and and CCONJ ajst-32541 73 29 genetics genetic NOUN ajst-32541 73 30 according accord VERB ajst-32541 73 31 to to ADP ajst-32541 73 32 darwin darwin PROPN ajst-32541 73 33 's 's PART ajst-32541 73 34 theory theory NOUN ajst-32541 73 35 of of ADP ajst-32541 73 36 evolution evolution NOUN ajst-32541 73 37 . . PUNCT ajst-32541 74 1 it it PRON ajst-32541 74 2 is be AUX ajst-32541 74 3 a a DET ajst-32541 74 4 method method NOUN ajst-32541 74 5 for for ADP ajst-32541 74 6 searching search VERB ajst-32541 74 7 for for ADP ajst-32541 74 8 optimal optimal ADJ ajst-32541 74 9 solutions solution NOUN ajst-32541 74 10 by by ADP ajst-32541 74 11 simulating simulate VERB ajst-32541 74 12 the the DET ajst-32541 74 13 natural natural ADJ ajst-32541 74 14 evolution evolution NOUN ajst-32541 74 15 process process NOUN ajst-32541 74 16 . . PUNCT ajst-32541 75 1 through through ADP ajst-32541 75 2 mathematical mathematical ADJ ajst-32541 75 3 methods method NOUN ajst-32541 75 4 and and CCONJ ajst-32541 75 5 computer computer NOUN ajst-32541 75 6 simulation simulation NOUN ajst-32541 75 7 , , PUNCT ajst-32541 75 8 the the DET ajst-32541 75 9 algorithm algorithm NOUN ajst-32541 75 10 transforms transform VERB ajst-32541 75 11 the the DET ajst-32541 75 12 problem problem NOUN ajst-32541 75 13 - - PUNCT ajst-32541 75 14 solving solve VERB ajst-32541 75 15 process process NOUN ajst-32541 75 16 into into ADP ajst-32541 75 17 processes process NOUN ajst-32541 75 18 similar similar ADJ ajst-32541 75 19 to to ADP ajst-32541 75 20 biological biological ADJ ajst-32541 75 21 evolution evolution NOUN ajst-32541 75 22 , , PUNCT ajst-32541 75 23 such such ADJ ajst-32541 75 24 as as ADP ajst-32541 75 25 crossover crossover NOUN ajst-32541 75 26 and and CCONJ ajst-32541 75 27 mutation mutation NOUN ajst-32541 75 28 of of ADP ajst-32541 75 29 chromosomes chromosome NOUN ajst-32541 75 30 and and CCONJ ajst-32541 75 31 genes gene NOUN ajst-32541 75 32 . . PUNCT ajst-32541 76 1 when when SCONJ ajst-32541 76 2 solving solve VERB ajst-32541 76 3 relatively relatively ADV ajst-32541 76 4 complex complex ADJ ajst-32541 76 5 combinatorial combinatorial ADJ ajst-32541 76 6 optimization optimization NOUN ajst-32541 76 7 problems problem NOUN ajst-32541 76 8 , , PUNCT ajst-32541 76 9 compared compare VERB ajst-32541 76 10 to to ADP ajst-32541 76 11 some some DET ajst-32541 76 12 conventional conventional ADJ ajst-32541 76 13 optimization optimization NOUN ajst-32541 76 14 algorithms algorithm NOUN ajst-32541 76 15 , , PUNCT ajst-32541 76 16 this this DET ajst-32541 76 17 algorithm algorithm NOUN ajst-32541 76 18 can can AUX ajst-32541 76 19 generally generally ADV ajst-32541 76 20 obtain obtain VERB ajst-32541 76 21 better well ADJ ajst-32541 76 22 optimization optimization NOUN ajst-32541 76 23 results result VERB ajst-32541 76 24 more more ADV ajst-32541 76 25 quickly quickly ADV ajst-32541 76 26 . . PUNCT ajst-32541 77 1 genetic genetic ADJ ajst-32541 77 2 algorithms algorithm NOUN ajst-32541 77 3 have have AUX ajst-32541 77 4 been be AUX ajst-32541 77 5 widely widely ADV ajst-32541 77 6 applied apply VERB ajst-32541 77 7 in in ADP ajst-32541 77 8 the the DET ajst-32541 77 9 fields field NOUN ajst-32541 77 10 of of ADP ajst-32541 77 11 combinatorial combinatorial ADJ ajst-32541 77 12 optimization optimization NOUN ajst-32541 77 13 , , PUNCT ajst-32541 77 14 machine machine NOUN ajst-32541 77 15 learning learning NOUN ajst-32541 77 16 , , PUNCT ajst-32541 77 17 signal signal ADJ ajst-32541 77 18 processing processing NOUN ajst-32541 77 19 , , PUNCT ajst-32541 77 20 adaptive adaptive ADJ ajst-32541 77 21 control control NOUN ajst-32541 77 22 , , PUNCT ajst-32541 77 23 and and CCONJ ajst-32541 77 24 artificial artificial ADJ ajst-32541 77 25 life life NOUN ajst-32541 77 26 . . PUNCT ajst-32541 78 1 the the DET ajst-32541 78 2 simulated simulate VERB ajst-32541 78 3 annealing anneal VERB ajst-32541 78 4 algorithm algorithm NOUN ajst-32541 78 5 ( ( PUNCT ajst-32541 78 6 sa sa NOUN ajst-32541 78 7 ) ) PUNCT ajst-32541 78 8 is be AUX ajst-32541 78 9 a a DET ajst-32541 78 10 global global ADJ ajst-32541 78 11 optimization optimization NOUN ajst-32541 78 12 algorithm algorithm NOUN ajst-32541 78 13 based base VERB ajst-32541 78 14 on on ADP ajst-32541 78 15 simulating simulate VERB ajst-32541 78 16 the the DET ajst-32541 78 17 annealing anneal VERB ajst-32541 78 18 process process NOUN ajst-32541 78 19 of of ADP ajst-32541 78 20 metals.[11][14 metals.[11][14 PROPN ajst-32541 78 21 ] ] X ajst-32541 78 22 its its PRON ajst-32541 78 23 function function NOUN ajst-32541 78 24 is be AUX ajst-32541 78 25 to to PART ajst-32541 78 26 search search VERB ajst-32541 78 27 for for ADP ajst-32541 78 28 a a DET ajst-32541 78 29 globally globally ADV ajst-32541 78 30 optimal optimal ADJ ajst-32541 78 31 or or CCONJ ajst-32541 78 32 near near ADV ajst-32541 78 33 - - PUNCT ajst-32541 78 34 optimal optimal ADJ ajst-32541 78 35 solution solution NOUN ajst-32541 78 36 among among ADP ajst-32541 78 37 multiple multiple ADJ ajst-32541 78 38 candidate candidate NOUN ajst-32541 78 39 solutions solution NOUN ajst-32541 78 40 . . PUNCT ajst-32541 79 1 the the DET ajst-32541 79 2 idea idea NOUN ajst-32541 79 3 behind behind ADP ajst-32541 79 4 the the DET ajst-32541 79 5 simulated simulated ADJ ajst-32541 79 6 annealing anneal VERB ajst-32541 79 7 algorithm algorithm NOUN ajst-32541 79 8 comes come VERB ajst-32541 79 9 from from ADP ajst-32541 79 10 the the DET ajst-32541 79 11 behavior behavior NOUN ajst-32541 79 12 of of ADP ajst-32541 79 13 atomic atomic ADJ ajst-32541 79 14 thermal thermal ADJ ajst-32541 79 15 vibrations vibration NOUN ajst-32541 79 16 during during ADP ajst-32541 79 17 the the DET ajst-32541 79 18 annealing annealing NOUN ajst-32541 79 19 process process NOUN ajst-32541 79 20 of of ADP ajst-32541 79 21 solid solid ADJ ajst-32541 79 22 materials material NOUN ajst-32541 79 23 . . PUNCT ajst-32541 80 1 during during ADP ajst-32541 80 2 annealing annealing NOUN ajst-32541 80 3 , , PUNCT ajst-32541 80 4 the the DET ajst-32541 80 5 material material NOUN ajst-32541 80 6 gradually gradually ADV ajst-32541 80 7 reaches reach VERB ajst-32541 80 8 its its PRON ajst-32541 80 9 lowest low ADJ ajst-32541 80 10 energy energy NOUN ajst-32541 80 11 point point NOUN ajst-32541 80 12 as as SCONJ ajst-32541 80 13 the the DET ajst-32541 80 14 temperature temperature NOUN ajst-32541 80 15 decreases decrease VERB ajst-32541 80 16 , , PUNCT ajst-32541 80 17 83 83 NUM ajst-32541 80 18 making make VERB ajst-32541 80 19 the the DET ajst-32541 80 20 crystal crystal NOUN ajst-32541 80 21 structure structure NOUN ajst-32541 80 22 more more ADV ajst-32541 80 23 stable stable ADJ ajst-32541 80 24 . . PUNCT ajst-32541 81 1 analogously analogously ADV ajst-32541 81 2 , , PUNCT ajst-32541 81 3 in in ADP ajst-32541 81 4 problem problem NOUN ajst-32541 81 5 - - PUNCT ajst-32541 81 6 solving solving NOUN ajst-32541 81 7 , , PUNCT ajst-32541 81 8 the the DET ajst-32541 81 9 simulated simulate VERB ajst-32541 81 10 annealing anneal VERB ajst-32541 81 11 algorithm algorithm NOUN ajst-32541 81 12 controls control VERB ajst-32541 81 13 the the DET ajst-32541 81 14 state state NOUN ajst-32541 81 15 transition transition NOUN ajst-32541 81 16 probabilities probability NOUN ajst-32541 81 17 in in ADP ajst-32541 81 18 the the DET ajst-32541 81 19 search search NOUN ajst-32541 81 20 space space NOUN ajst-32541 81 21 , , PUNCT ajst-32541 81 22 sometimes sometimes ADV ajst-32541 81 23 accepting accept VERB ajst-32541 81 24 suboptimal suboptimal ADJ ajst-32541 81 25 solutions solution NOUN ajst-32541 81 26 , , PUNCT ajst-32541 81 27 thereby thereby ADV ajst-32541 81 28 searching search VERB ajst-32541 81 29 around around ADP ajst-32541 81 30 the the DET ajst-32541 81 31 globally globally ADV ajst-32541 81 32 optimal optimal ADJ ajst-32541 81 33 solution solution NOUN ajst-32541 81 34 . . PUNCT ajst-32541 82 1 the the DET ajst-32541 82 2 algorithm algorithm NOUN ajst-32541 82 3 's 's PART ajst-32541 82 4 process process NOUN ajst-32541 82 5 is be AUX ajst-32541 82 6 as as SCONJ ajst-32541 82 7 follows follow VERB ajst-32541 82 8 : : PUNCT ajst-32541 82 9 1 1 X ajst-32541 82 10 ) ) PUNCT ajst-32541 82 11 encoding encode VERB ajst-32541 82 12 strategy strategy NOUN ajst-32541 82 13 selection selection NOUN ajst-32541 82 14 to to PART ajst-32541 82 15 simplify simplify VERB ajst-32541 82 16 encoding encode VERB ajst-32541 82 17 and and CCONJ ajst-32541 82 18 decoding decode VERB ajst-32541 82 19 operations operation NOUN ajst-32541 82 20 , , PUNCT ajst-32541 82 21 this this DET ajst-32541 82 22 paper paper NOUN ajst-32541 82 23 adopts adopt VERB ajst-32541 82 24 binary binary ADJ ajst-32541 82 25 encoding encoding NOUN ajst-32541 82 26 with with ADP ajst-32541 82 27 a a DET ajst-32541 82 28 precision precision NOUN ajst-32541 82 29 of of ADP ajst-32541 82 30 4 4 NUM ajst-32541 82 31 decimal decimal ADJ ajst-32541 82 32 places place NOUN ajst-32541 82 33 . . PUNCT ajst-32541 83 1 the the DET ajst-32541 83 2 number number NOUN ajst-32541 83 3 of of ADP ajst-32541 83 4 binary binary ADJ ajst-32541 83 5 strings string NOUN ajst-32541 83 6 for for ADP ajst-32541 83 7 a a DET ajst-32541 83 8 single single ADJ ajst-32541 83 9 variable variable NOUN ajst-32541 83 10 is be AUX ajst-32541 83 11 calculated calculate VERB ajst-32541 83 12 using use VERB ajst-32541 83 13 the the DET ajst-32541 83 14 following follow VERB ajst-32541 83 15 formula formula NOUN ajst-32541 83 16 : : PUNCT ajst-32541 83 17 2 2 NUM ajst-32541 83 18 β©½ β©½ NOUN ajst-32541 83 19 π‘ˆ π‘ˆ PROPN ajst-32541 83 20 𝐿 𝐿 PROPN ajst-32541 83 21 βˆ— βˆ— NOUN ajst-32541 83 22 10 10 NUM ajst-32541 83 23 β©½ β©½ NOUN ajst-32541 83 24 2 2 NUM ajst-32541 83 25 10 10 NUM ajst-32541 83 26 here here ADV ajst-32541 83 27 , , PUNCT ajst-32541 83 28 k k PROPN ajst-32541 83 29 represents represent VERB ajst-32541 83 30 the the DET ajst-32541 83 31 length length NOUN ajst-32541 83 32 of of ADP ajst-32541 83 33 the the DET ajst-32541 83 34 binary binary ADJ ajst-32541 83 35 number number NOUN ajst-32541 83 36 . . PUNCT ajst-32541 84 1 in in ADP ajst-32541 84 2 this this DET ajst-32541 84 3 algorithm algorithm NOUN ajst-32541 84 4 , , PUNCT ajst-32541 84 5 l=0 l=0 PROPN ajst-32541 84 6 and and CCONJ ajst-32541 84 7 u=20 u=20 NOUN ajst-32541 84 8 are be AUX ajst-32541 84 9 selected select VERB ajst-32541 84 10 , , PUNCT ajst-32541 84 11 resulting result VERB ajst-32541 84 12 in in ADP ajst-32541 84 13 k=11 k=11 PROPN ajst-32541 84 14 , , PUNCT ajst-32541 84 15 which which PRON ajst-32541 84 16 means mean VERB ajst-32541 84 17 that that SCONJ ajst-32541 84 18 the the DET ajst-32541 84 19 solution solution NOUN ajst-32541 84 20 to to ADP ajst-32541 84 21 the the DET ajst-32541 84 22 problem problem NOUN ajst-32541 84 23 is be AUX ajst-32541 84 24 represented represent VERB ajst-32541 84 25 by by ADP ajst-32541 84 26 a a DET ajst-32541 84 27 binary binary ADJ ajst-32541 84 28 number number NOUN ajst-32541 84 29 of of ADP ajst-32541 84 30 length length NOUN ajst-32541 84 31 11 11 NUM ajst-32541 84 32 . . NOUN ajst-32541 84 33 2 2 NUM ajst-32541 84 34 ) ) PUNCT ajst-32541 84 35 population population NOUN ajst-32541 84 36 initialization initialization NOUN ajst-32541 84 37 : : PUNCT ajst-32541 84 38 in in ADP ajst-32541 84 39 practice practice NOUN ajst-32541 84 40 , , PUNCT ajst-32541 84 41 the the DET ajst-32541 84 42 group group NOUN ajst-32541 84 43 size size NOUN ajst-32541 84 44 can can AUX ajst-32541 84 45 be be AUX ajst-32541 84 46 set set VERB ajst-32541 84 47 to to ADP ajst-32541 84 48 n n CCONJ ajst-32541 84 49 , , PUNCT ajst-32541 84 50 depending depend VERB ajst-32541 84 51 on on ADP ajst-32541 84 52 the the DET ajst-32541 84 53 situation situation NOUN ajst-32541 84 54 , , PUNCT ajst-32541 84 55 and and CCONJ ajst-32541 84 56 each each DET ajst-32541 84 57 individual individual NOUN ajst-32541 84 58 will will AUX ajst-32541 84 59 be be AUX ajst-32541 84 60 selected select VERB ajst-32541 84 61 using use VERB ajst-32541 84 62 𝐿 𝐿 PROPN ajst-32541 84 63 π‘Ÿπ‘Žπ‘›π‘‘π‘œπ‘š π‘Ÿπ‘Žπ‘›π‘‘π‘œπ‘š NOUN ajst-32541 84 64 π‘˜ π‘˜ DET ajst-32541 84 65 βˆ— βˆ— NOUN ajst-32541 84 66 π‘ˆ π‘ˆ PROPN ajst-32541 84 67 𝐿 𝐿 PROPN ajst-32541 85 1 this this DET ajst-32541 85 2 random random ADJ ajst-32541 85 3 number number NOUN ajst-32541 85 4 . . PUNCT ajst-32541 86 1 we we PRON ajst-32541 86 2 randomly randomly VERB ajst-32541 86 3 select select VERB ajst-32541 86 4 n n CCONJ ajst-32541 86 5 data datum NOUN ajst-32541 86 6 points point NOUN ajst-32541 86 7 from from ADP ajst-32541 86 8 u u NOUN ajst-32541 86 9 , , PUNCT ajst-32541 86 10 where where SCONJ ajst-32541 86 11 u u NOUN ajst-32541 86 12 is be AUX ajst-32541 86 13 the the DET ajst-32541 86 14 maximum maximum ADJ ajst-32541 86 15 value value NOUN ajst-32541 86 16 and and CCONJ ajst-32541 86 17 l l NOUN ajst-32541 86 18 is be AUX ajst-32541 86 19 the the DET ajst-32541 86 20 minimum minimum ADJ ajst-32541 86 21 value value NOUN ajst-32541 86 22 . . PUNCT ajst-32541 87 1 in in ADP ajst-32541 87 2 this this DET ajst-32541 87 3 algorithm algorithm NOUN ajst-32541 87 4 , , PUNCT ajst-32541 87 5 cost cost NOUN ajst-32541 87 6 - - PUNCT ajst-32541 87 7 plus plus CCONJ ajst-32541 87 8 pricing pricing NOUN ajst-32541 87 9 and and CCONJ ajst-32541 87 10 replenishment replenishment NOUN ajst-32541 87 11 quantity quantity NOUN ajst-32541 87 12 are be AUX ajst-32541 87 13 set set VERB ajst-32541 87 14 as as ADP ajst-32541 87 15 variables variable NOUN ajst-32541 87 16 to to PART ajst-32541 87 17 be be AUX ajst-32541 87 18 determined determine VERB ajst-32541 87 19 , , PUNCT ajst-32541 87 20 and and CCONJ ajst-32541 87 21 the the DET ajst-32541 87 22 remaining remain VERB ajst-32541 87 23 parameters parameter NOUN ajst-32541 87 24 are be AUX ajst-32541 87 25 set set VERB ajst-32541 87 26 as as SCONJ ajst-32541 87 27 shown show VERB ajst-32541 87 28 in in ADP ajst-32541 87 29 the the DET ajst-32541 87 30 table table NOUN ajst-32541 87 31 below below ADV ajst-32541 87 32 : : PUNCT ajst-32541 87 33 table table NOUN ajst-32541 87 34 3 3 NUM ajst-32541 87 35 . . PUNCT ajst-32541 87 36 simulated simulate VERB ajst-32541 87 37 annealing anneal VERB ajst-32541 87 38 algorithm algorithm NOUN ajst-32541 87 39 parameter parameter NOUN ajst-32541 87 40 settings setting VERB ajst-32541 87 41 temperature temperature NOUN ajst-32541 87 42 rate rate NOUN ajst-32541 87 43 iterations iteration NOUN ajst-32541 87 44 threshold threshold VERB ajst-32541 87 45 1200 1200 NUM ajst-32541 88 1 0.992 0.992 NUM ajst-32541 88 2 8000 8000 NUM ajst-32541 88 3 0.00001 0.00001 NUM ajst-32541 88 4 the the DET ajst-32541 88 5 first first ADJ ajst-32541 88 6 column column NOUN ajst-32541 88 7 ' ' PUNCT ajst-32541 88 8 range range NOUN ajst-32541 88 9 ' ' PUNCT ajst-32541 88 10 in in ADP ajst-32541 88 11 table table NOUN ajst-32541 88 12 3 3 NUM ajst-32541 88 13 is be AUX ajst-32541 88 14 an an DET ajst-32541 88 15 abbreviation abbreviation NOUN ajst-32541 88 16 for for ADP ajst-32541 88 17 ' ' PUNCT ajst-32541 88 18 initial initial ADJ ajst-32541 88 19 temperature temperature NOUN ajst-32541 88 20 ' ' PUNCT ajst-32541 88 21 . . PUNCT ajst-32541 89 1 the the DET ajst-32541 89 2 second second ADJ ajst-32541 89 3 column column NOUN ajst-32541 89 4 ' ' PUNCT ajst-32541 89 5 rate rate NOUN ajst-32541 89 6 ' ' PUNCT ajst-32541 89 7 in in ADP ajst-32541 89 8 table table NOUN ajst-32541 89 9 3 3 NUM ajst-32541 89 10 is be AUX ajst-32541 89 11 an an DET ajst-32541 89 12 abbreviation abbreviation NOUN ajst-32541 89 13 for for ADP ajst-32541 89 14 ' ' PUNCT ajst-32541 89 15 cooling cool VERB ajst-32541 89 16 rate rate NOUN ajst-32541 89 17 ' ' PUNCT ajst-32541 89 18 . . PUNCT ajst-32541 90 1 the the DET ajst-32541 90 2 fourth fourth ADJ ajst-32541 90 3 column column NOUN ajst-32541 90 4 ' ' PUNCT ajst-32541 90 5 threshold threshold NOUN ajst-32541 90 6 ' ' PUNCT ajst-32541 90 7 in in ADP ajst-32541 90 8 table table NOUN ajst-32541 90 9 3 3 NUM ajst-32541 90 10 is be AUX ajst-32541 90 11 an an DET ajst-32541 90 12 abbreviation abbreviation NOUN ajst-32541 90 13 for for ADP ajst-32541 90 14 ' ' PUNCT ajst-32541 90 15 minimum minimum ADJ ajst-32541 90 16 temperature temperature NOUN ajst-32541 90 17 threshold threshold NOUN ajst-32541 90 18 ' ' PUNCT ajst-32541 90 19 . . PUNCT ajst-32541 91 1 3 3 X ajst-32541 91 2 ) ) PUNCT ajst-32541 91 3 determine determine VERB ajst-32541 91 4 the the DET ajst-32541 91 5 fitness fitness NOUN ajst-32541 91 6 function function NOUN ajst-32541 91 7 the the DET ajst-32541 91 8 fitness fitness NOUN ajst-32541 91 9 function function NOUN ajst-32541 91 10 for for ADP ajst-32541 91 11 this this DET ajst-32541 91 12 problem problem NOUN ajst-32541 91 13 is be AUX ajst-32541 91 14 to to PART ajst-32541 91 15 maximize maximize VERB ajst-32541 91 16 the the DET ajst-32541 91 17 number number NOUN ajst-32541 91 18 of of ADP ajst-32541 91 19 mountains mountain NOUN ajst-32541 91 20 visited visit VERB ajst-32541 91 21 and and CCONJ ajst-32541 91 22 minimize minimize VERB ajst-32541 91 23 the the DET ajst-32541 91 24 total total ADJ ajst-32541 91 25 cost cost NOUN ajst-32541 91 26 of of ADP ajst-32541 91 27 entrance entrance NOUN ajst-32541 91 28 fees fee NOUN ajst-32541 91 29 and and CCONJ ajst-32541 91 30 transportation transportation NOUN ajst-32541 91 31 . . PUNCT ajst-32541 92 1 the the DET ajst-32541 92 2 fitness fitness NOUN ajst-32541 92 3 function function NOUN ajst-32541 92 4 is be AUX ajst-32541 92 5 the the DET ajst-32541 92 6 objective objective ADJ ajst-32541 92 7 function function NOUN ajst-32541 92 8 of of ADP ajst-32541 92 9 the the DET ajst-32541 92 10 optimization optimization NOUN ajst-32541 92 11 model model NOUN ajst-32541 92 12 , , PUNCT ajst-32541 92 13 as as SCONJ ajst-32541 92 14 follows follow VERB ajst-32541 92 15 : : PUNCT ajst-32541 92 16 𝑀𝑖𝑛 𝑀𝑖𝑛 PROPN ajst-32541 92 17 π‘π‘œπ‘ π‘‘ π‘π‘œπ‘ π‘‘ PROPN ajst-32541 92 18 π‘π‘œπ‘ π‘‘ π‘π‘œπ‘ π‘‘ NOUN ajst-32541 92 19 π‘π‘œπ‘ π‘‘ π‘π‘œπ‘ π‘‘ VERB ajst-32541 92 20 π‘€π‘Žπ‘₯ π‘€π‘Žπ‘₯ PROPN ajst-32541 92 21 𝐢𝑖𝑑𝑦𝑠 𝐢𝑖𝑑𝑦𝑠 PROPN ajst-32541 92 22 𝐢 𝐢 PROPN ajst-32541 92 23 11 11 NUM ajst-32541 92 24 4 4 NUM ajst-32541 92 25 ) ) PUNCT ajst-32541 92 26 select select ADJ ajst-32541 92 27 operation operation NOUN ajst-32541 92 28 this this DET ajst-32541 92 29 paper paper NOUN ajst-32541 92 30 uses use VERB ajst-32541 92 31 the the DET ajst-32541 92 32 fitness fitness NOUN ajst-32541 92 33 ratio ratio NOUN ajst-32541 92 34 method method NOUN ajst-32541 92 35 , , PUNCT ajst-32541 92 36 and and CCONJ ajst-32541 92 37 the the DET ajst-32541 92 38 formula formula NOUN ajst-32541 92 39 is be AUX ajst-32541 92 40 as as SCONJ ajst-32541 92 41 follows follow VERB ajst-32541 92 42 : : PUNCT ajst-32541 92 43 𝑓 𝑓 X ajst-32541 92 44 , , PUNCT ajst-32541 92 45 𝑃 𝑃 PROPN ajst-32541 92 46 , , PUNCT ajst-32541 92 47 Ο€ Ο€ PROPN ajst-32541 92 48 βˆ‘ βˆ‘ PUNCT ajst-32541 92 49 β€Š β€Š SPACE ajst-32541 92 50 𝑓 𝑓 DET ajst-32541 92 51 12 12 NUM ajst-32541 92 52 wherein wherein NOUN ajst-32541 92 53 , , PUNCT ajst-32541 92 54 the the DET ajst-32541 92 55 fitness fitness NOUN ajst-32541 92 56 value value NOUN ajst-32541 92 57 of of ADP ajst-32541 92 58 individual individual NOUN ajst-32541 92 59 i i PRON ajst-32541 92 60 is be AUX ajst-32541 92 61 f f PROPN ajst-32541 92 62 , , PUNCT ajst-32541 92 63 k k PROPN ajst-32541 92 64 is be AUX ajst-32541 92 65 a a DET ajst-32541 92 66 coefficient coefficient NOUN ajst-32541 92 67 , , PUNCT ajst-32541 92 68 and and CCONJ ajst-32541 92 69 n n PRON ajst-32541 92 70 is be AUX ajst-32541 92 71 the the DET ajst-32541 92 72 total total ADJ ajst-32541 92 73 number number NOUN ajst-32541 92 74 of of ADP ajst-32541 92 75 individuals individual NOUN ajst-32541 92 76 in in ADP ajst-32541 92 77 the the DET ajst-32541 92 78 population population NOUN ajst-32541 92 79 . . PUNCT ajst-32541 93 1 5 5 X ajst-32541 93 2 ) ) PUNCT ajst-32541 93 3 cross cross NOUN ajst-32541 93 4 operations operation NOUN ajst-32541 93 5 the the DET ajst-32541 93 6 solution solution NOUN ajst-32541 93 7 reveals reveal VERB ajst-32541 93 8 differences difference NOUN ajst-32541 93 9 in in ADP ajst-32541 93 10 distance distance NOUN ajst-32541 93 11 between between ADP ajst-32541 93 12 different different ADJ ajst-32541 93 13 base base NOUN ajst-32541 93 14 stations station NOUN ajst-32541 93 15 , , PUNCT ajst-32541 93 16 suggesting suggest VERB ajst-32541 93 17 a a DET ajst-32541 93 18 potentially potentially ADV ajst-32541 93 19 high high ADJ ajst-32541 93 20 correlation correlation NOUN ajst-32541 93 21 between between ADP ajst-32541 93 22 their their PRON ajst-32541 93 23 coverage coverage NOUN ajst-32541 93 24 areas area NOUN ajst-32541 93 25 . . PUNCT ajst-32541 94 1 therefore therefore ADV ajst-32541 94 2 , , PUNCT ajst-32541 94 3 the the DET ajst-32541 94 4 crossover crossover NOUN ajst-32541 94 5 operation operation NOUN ajst-32541 94 6 in in ADP ajst-32541 94 7 the the DET ajst-32541 94 8 genetic genetic ADJ ajst-32541 94 9 algorithm algorithm NOUN ajst-32541 94 10 must must AUX ajst-32541 94 11 also also ADV ajst-32541 94 12 consider consider VERB ajst-32541 94 13 this this DET ajst-32541 94 14 correlation correlation NOUN ajst-32541 94 15 . . PUNCT ajst-32541 95 1 the the DET ajst-32541 95 2 crossover crossover NOUN ajst-32541 95 3 operation operation NOUN ajst-32541 95 4 is be AUX ajst-32541 95 5 as as SCONJ ajst-32541 95 6 follows follow VERB ajst-32541 95 7 : : PUNCT ajst-32541 95 8 based base VERB ajst-32541 95 9 on on ADP ajst-32541 95 10 the the DET ajst-32541 95 11 crossover crossover NOUN ajst-32541 95 12 rate rate NOUN ajst-32541 95 13 set set VERB ajst-32541 95 14 during during ADP ajst-32541 95 15 initialization initialization NOUN ajst-32541 95 16 , , PUNCT ajst-32541 95 17 select select VERB ajst-32541 95 18 a a DET ajst-32541 95 19 specific specific ADJ ajst-32541 95 20 chromosome chromosome NOUN ajst-32541 95 21 and and CCONJ ajst-32541 95 22 list list NOUN ajst-32541 95 23 all all PRON ajst-32541 95 24 crossover crossover ADP ajst-32541 95 25 combinations combination NOUN ajst-32541 95 26 . . PUNCT ajst-32541 96 1 the the DET ajst-32541 96 2 correlations correlation NOUN ajst-32541 96 3 among among ADP ajst-32541 96 4 subspecies subspecie NOUN ajst-32541 96 5 are be AUX ajst-32541 96 6 ranked rank VERB ajst-32541 96 7 , , PUNCT ajst-32541 96 8 and and CCONJ ajst-32541 96 9 the the DET ajst-32541 96 10 chromosome chromosome NOUN ajst-32541 96 11 crossover crossover NOUN ajst-32541 96 12 coverage coverage NOUN ajst-32541 96 13 rate rate NOUN ajst-32541 96 14 is be AUX ajst-32541 96 15 set set VERB ajst-32541 96 16 to to ADP ajst-32541 96 17 0.7 0.7 NUM ajst-32541 96 18 - - SYM ajst-32541 96 19 1 1 NUM ajst-32541 96 20 . . PUNCT ajst-32541 97 1 the the DET ajst-32541 97 2 top top ADJ ajst-32541 97 3 70 70 NUM ajst-32541 97 4 % % NOUN ajst-32541 97 5 -100 -100 NUM ajst-32541 97 6 % % NOUN ajst-32541 97 7 combinations combination NOUN ajst-32541 97 8 from from ADP ajst-32541 97 9 this this DET ajst-32541 97 10 ranking ranking NOUN ajst-32541 97 11 are be AUX ajst-32541 97 12 selected select VERB ajst-32541 97 13 for for ADP ajst-32541 97 14 compilation compilation NOUN ajst-32541 97 15 . . PUNCT ajst-32541 98 1 the the DET ajst-32541 98 2 j j PROPN ajst-32541 98 3 - - PUNCT ajst-32541 98 4 th th VERB ajst-32541 98 5 genes gene NOUN ajst-32541 98 6 of of ADP ajst-32541 98 7 the the DET ajst-32541 98 8 i i PROPN ajst-32541 98 9 - - PUNCT ajst-32541 98 10 th th VERB ajst-32541 98 11 individual individual NOUN ajst-32541 98 12 are be AUX ajst-32541 98 13 then then ADV ajst-32541 98 14 selected select VERB ajst-32541 98 15 for for ADP ajst-32541 98 16 mutation mutation NOUN ajst-32541 98 17 , , PUNCT ajst-32541 98 18 using use VERB ajst-32541 98 19 the the DET ajst-32541 98 20 following follow VERB ajst-32541 98 21 formula formula NOUN ajst-32541 98 22 : : PUNCT ajst-32541 98 23 π‘Ž π‘Ž X ajst-32541 98 24 π‘Ž π‘Ž NOUN ajst-32541 98 25 π‘Ž π‘Ž PUNCT ajst-32541 98 26 π‘Ž π‘Ž PRON ajst-32541 98 27 𝑓 𝑓 PRON ajst-32541 98 28 𝑔 𝑔 PROPN ajst-32541 98 29 π‘Ÿ π‘Ÿ NOUN ajst-32541 98 30 β©Ύ β©Ύ PROPN ajst-32541 98 31 0.5 0.5 NUM ajst-32541 98 32 π‘Ž π‘Ž NOUN ajst-32541 98 33 π‘Ž π‘Ž NOUN ajst-32541 98 34 π‘Ž π‘Ž PRON ajst-32541 98 35 𝑓 𝑓 DET ajst-32541 98 36 𝑔 𝑔 PROPN ajst-32541 98 37 π‘Ÿ π‘Ÿ PRON ajst-32541 98 38 0.5 0.5 NUM ajst-32541 98 39 13 13 NUM ajst-32541 98 40 84 84 NUM ajst-32541 98 41 figure figure NOUN ajst-32541 98 42 4 4 NUM ajst-32541 98 43 . . PUNCT ajst-32541 98 44 sa sa PROPN ajst-32541 98 45 schematic schematic ADJ ajst-32541 98 46 diagram diagram NOUN ajst-32541 98 47 of of ADP ajst-32541 98 48 algorithm algorithm NOUN ajst-32541 98 49 crossover crossover VERB ajst-32541 98 50 where where SCONJ ajst-32541 98 51 b b NOUN ajst-32541 98 52 is be AUX ajst-32541 98 53 any any DET ajst-32541 98 54 number number NOUN ajst-32541 98 55 between between ADP ajst-32541 98 56 [ [ X ajst-32541 98 57 0 0 NUM ajst-32541 98 58 , , PUNCT ajst-32541 98 59 1 1 NUM ajst-32541 98 60 ] ] PUNCT ajst-32541 98 61 . . X ajst-32541 99 1 6 6 NUM ajst-32541 99 2 ) ) PUNCT ajst-32541 99 3 mutation mutation NOUN ajst-32541 99 4 operation operation NOUN ajst-32541 99 5 the the DET ajst-32541 99 6 j j PROPN ajst-32541 99 7 - - PUNCT ajst-32541 99 8 th th VERB ajst-32541 99 9 gene gene NOUN ajst-32541 99 10 of of ADP ajst-32541 99 11 the the DET ajst-32541 99 12 i i PROPN ajst-32541 99 13 - - PUNCT ajst-32541 99 14 th th X ajst-32541 99 15 individual individual NOUN ajst-32541 99 16 π‘Ž π‘Ž NOUN ajst-32541 99 17 is be AUX ajst-32541 99 18 selected select VERB ajst-32541 99 19 for for ADP ajst-32541 99 20 mutation mutation NOUN ajst-32541 99 21 operation operation NOUN ajst-32541 99 22 , , PUNCT ajst-32541 99 23 and and CCONJ ajst-32541 99 24 the the DET ajst-32541 99 25 formula formula NOUN ajst-32541 99 26 is be AUX ajst-32541 99 27 : : PUNCT ajst-32541 100 1 π‘Ž π‘Ž X ajst-32541 100 2 π‘Ž π‘Ž NOUN ajst-32541 100 3 π‘Ž π‘Ž PUNCT ajst-32541 100 4 π‘Ž π‘Ž PRON ajst-32541 100 5 𝑓 𝑓 PRON ajst-32541 100 6 𝑔 𝑔 PROPN ajst-32541 100 7 π‘Ÿ π‘Ÿ NOUN ajst-32541 100 8 β©Ύ β©Ύ PROPN ajst-32541 100 9 0.5 0.5 NUM ajst-32541 100 10 π‘Ž π‘Ž NOUN ajst-32541 100 11 π‘Ž π‘Ž NOUN ajst-32541 100 12 π‘Ž π‘Ž PRON ajst-32541 100 13 𝑓 𝑓 DET ajst-32541 100 14 𝑔 𝑔 PROPN ajst-32541 100 15 π‘Ÿ π‘Ÿ PRON ajst-32541 100 16 0.5 0.5 NUM ajst-32541 100 17 14 14 NUM ajst-32541 100 18 wherein wherein NOUN ajst-32541 100 19 , , PUNCT ajst-32541 100 20 π‘Ž π‘Ž VERB ajst-32541 100 21 the the DET ajst-32541 100 22 upper upper ADJ ajst-32541 100 23 limit limit NOUN ajst-32541 100 24 of of ADP ajst-32541 100 25 the the DET ajst-32541 100 26 number number NOUN ajst-32541 100 27 of of ADP ajst-32541 100 28 genes gene NOUN ajst-32541 100 29 is be AUX ajst-32541 100 30 π‘Ž π‘Ž PRON ajst-32541 100 31 , , PUNCT ajst-32541 100 32 π‘Ž π‘Ž VERB ajst-32541 100 33 the the DET ajst-32541 100 34 lower low ADJ ajst-32541 100 35 limit limit NOUN ajst-32541 100 36 of of ADP ajst-32541 100 37 the the DET ajst-32541 100 38 number number NOUN ajst-32541 100 39 of of ADP ajst-32541 100 40 genes gene NOUN ajst-32541 100 41 is be AUX ajst-32541 100 42 π‘Ž π‘Ž PRON ajst-32541 100 43 , , PUNCT ajst-32541 100 44 𝑓 𝑓 PRON ajst-32541 100 45 𝑔 𝑔 PROPN ajst-32541 100 46 π‘Ÿ π‘Ÿ PRON ajst-32541 100 47 10𝑔/𝐺 10𝑔/𝐺 PROPN ajst-32541 100 48 , , PUNCT ajst-32541 100 49 π‘Ÿ π‘Ÿ PRON ajst-32541 100 50 is be AUX ajst-32541 100 51 an an DET ajst-32541 100 52 arbitrary arbitrary ADJ ajst-32541 100 53 number number NOUN ajst-32541 100 54 , , PUNCT ajst-32541 100 55 g g PROPN ajst-32541 100 56 is be AUX ajst-32541 100 57 the the DET ajst-32541 100 58 current current ADJ ajst-32541 100 59 iteration iteration NOUN ajst-32541 100 60 number number NOUN ajst-32541 100 61 , , PUNCT ajst-32541 100 62 𝐺 𝐺 PROPN ajst-32541 100 63 is be AUX ajst-32541 100 64 the the DET ajst-32541 100 65 maximum maximum ADJ ajst-32541 100 66 number number NOUN ajst-32541 100 67 of of ADP ajst-32541 100 68 evolutions evolution NOUN ajst-32541 100 69 , , PUNCT ajst-32541 100 70 and and CCONJ ajst-32541 100 71 π‘Ÿ π‘Ÿ PRON ajst-32541 100 72 is be AUX ajst-32541 100 73 an an DET ajst-32541 100 74 arbitrary arbitrary ADJ ajst-32541 100 75 number number NOUN ajst-32541 100 76 between between ADP ajst-32541 100 77 [ [ X ajst-32541 100 78 1 1 NUM ajst-32541 100 79 , , PUNCT ajst-32541 100 80 1 1 NUM ajst-32541 100 81 ] ] PUNCT ajst-32541 100 82 . . PUNCT ajst-32541 101 1 the the DET ajst-32541 101 2 total total ADJ ajst-32541 101 3 cost cost NOUN ajst-32541 101 4 of of ADP ajst-32541 101 5 building build VERB ajst-32541 101 6 a a DET ajst-32541 101 7 new new ADJ ajst-32541 101 8 base base NOUN ajst-32541 101 9 station station NOUN ajst-32541 101 10 using use VERB ajst-32541 101 11 the the DET ajst-32541 101 12 simulated simulated ADJ ajst-32541 101 13 annealing anneal VERB ajst-32541 101 14 algorithm algorithm NOUN ajst-32541 101 15 to to PART ajst-32541 101 16 solve solve VERB ajst-32541 101 17 the the DET ajst-32541 101 18 0 0 NUM ajst-32541 101 19 - - SYM ajst-32541 101 20 1 1 NUM ajst-32541 101 21 planning planning NOUN ajst-32541 101 22 model model NOUN ajst-32541 101 23 is be AUX ajst-32541 101 24 shown show VERB ajst-32541 101 25 in in ADP ajst-32541 101 26 the the DET ajst-32541 101 27 figure figure NOUN ajst-32541 101 28 below below ADV ajst-32541 101 29 : : PUNCT ajst-32541 101 30 figure figure NOUN ajst-32541 101 31 5 5 NUM ajst-32541 101 32 . . PUNCT ajst-32541 102 1 simulated simulate VERB ajst-32541 102 2 annealing anneal VERB ajst-32541 102 3 algorithm algorithm NOUN ajst-32541 102 4 iteration iteration NOUN ajst-32541 102 5 chart chart NOUN ajst-32541 102 6 the the DET ajst-32541 102 7 results result NOUN ajst-32541 102 8 obtained obtain VERB ajst-32541 102 9 from from ADP ajst-32541 102 10 solving solve VERB ajst-32541 102 11 the the DET ajst-32541 102 12 model model NOUN ajst-32541 102 13 are be AUX ajst-32541 102 14 shown show VERB ajst-32541 102 15 in in ADP ajst-32541 102 16 the the DET ajst-32541 102 17 table table NOUN ajst-32541 102 18 below below ADV ajst-32541 102 19 : : PUNCT ajst-32541 102 20 table table NOUN ajst-32541 102 21 4 4 NUM ajst-32541 102 22 . . PUNCT ajst-32541 102 23 solution solution NOUN ajst-32541 102 24 results result NOUN ajst-32541 102 25 of of ADP ajst-32541 102 26 simulated simulated ADJ ajst-32541 102 27 annealing anneal VERB ajst-32541 102 28 algorithm algorithm NOUN ajst-32541 102 29 total total NOUN ajst-32541 102 30 cost cost VERB ajst-32541 102 31 new new ADJ ajst-32541 102 32 base base NOUN ajst-32541 102 33 macro macro PROPN ajst-32541 102 34 base base PROPN ajst-32541 102 35 micro micro PROPN ajst-32541 102 36 base base PROPN ajst-32541 102 37 2335 2335 NUM ajst-32541 102 38 310 310 NUM ajst-32541 102 39 225 225 NUM ajst-32541 102 40 85 85 NUM ajst-32541 102 41 the the DET ajst-32541 102 42 second second ADJ ajst-32541 102 43 column column NOUN ajst-32541 102 44 ' ' PUNCT ajst-32541 102 45 new new ADJ ajst-32541 102 46 base base NOUN ajst-32541 102 47 ' ' PUNCT ajst-32541 102 48 in in ADP ajst-32541 102 49 table table NOUN ajst-32541 102 50 4 4 NUM ajst-32541 102 51 is be AUX ajst-32541 102 52 an an DET ajst-32541 102 53 abbreviation abbreviation NOUN ajst-32541 102 54 for for ADP ajst-32541 102 55 ' ' PUNCT ajst-32541 102 56 total total ADJ ajst-32541 102 57 number number NOUN ajst-32541 102 58 of of ADP ajst-32541 102 59 new new ADJ ajst-32541 102 60 base base NOUN ajst-32541 102 61 stations station NOUN ajst-32541 102 62 ' ' PART ajst-32541 102 63 . . PUNCT ajst-32541 103 1 the the DET ajst-32541 103 2 third third ADJ ajst-32541 103 3 column column NOUN ajst-32541 103 4 ' ' PUNCT ajst-32541 103 5 macro macro ADJ ajst-32541 103 6 base base NOUN ajst-32541 103 7 ' ' PUNCT ajst-32541 103 8 in in ADP ajst-32541 103 9 table table NOUN ajst-32541 103 10 4 4 NUM ajst-32541 103 11 is be AUX ajst-32541 103 12 an an DET ajst-32541 103 13 abbreviation abbreviation NOUN ajst-32541 103 14 for for ADP ajst-32541 103 15 ' ' PUNCT ajst-32541 103 16 number number NOUN ajst-32541 103 17 of of ADP ajst-32541 103 18 macro macro ADJ ajst-32541 103 19 base base NOUN ajst-32541 103 20 stations station NOUN ajst-32541 103 21 ' ' PART ajst-32541 103 22 . . PUNCT ajst-32541 104 1 the the DET ajst-32541 104 2 fourth fourth ADJ ajst-32541 104 3 column column NOUN ajst-32541 104 4 ' ' PUNCT ajst-32541 104 5 micro micro ADJ ajst-32541 104 6 base base NOUN ajst-32541 104 7 ' ' PUNCT ajst-32541 104 8 in in ADP ajst-32541 104 9 table table NOUN ajst-32541 104 10 4 4 NUM ajst-32541 104 11 is be AUX ajst-32541 104 12 an an DET ajst-32541 104 13 abbreviation abbreviation NOUN ajst-32541 104 14 for for ADP ajst-32541 104 15 ' ' PUNCT ajst-32541 104 16 number number NOUN ajst-32541 104 17 of of ADP ajst-32541 104 18 micro micro ADJ ajst-32541 104 19 base base NOUN ajst-32541 104 20 stations station NOUN ajst-32541 104 21 . . PUNCT ajst-32541 105 1 the the DET ajst-32541 105 2 results result NOUN ajst-32541 105 3 of of ADP ajst-32541 105 4 the the DET ajst-32541 105 5 new new ADJ ajst-32541 105 6 base base NOUN ajst-32541 105 7 station station NOUN ajst-32541 105 8 are be AUX ajst-32541 105 9 visualized visualize VERB ajst-32541 105 10 in in ADP ajst-32541 105 11 this this DET ajst-32541 105 12 article article NOUN ajst-32541 105 13 , , PUNCT ajst-32541 105 14 as as SCONJ ajst-32541 105 15 shown show VERB ajst-32541 105 16 in in ADP ajst-32541 105 17 the the DET ajst-32541 105 18 figure figure NOUN ajst-32541 105 19 below below ADV ajst-32541 105 20 as as SCONJ ajst-32541 105 21 can can AUX ajst-32541 105 22 be be AUX ajst-32541 105 23 seen see VERB ajst-32541 105 24 from from ADP ajst-32541 105 25 the the DET ajst-32541 105 26 figure figure NOUN ajst-32541 105 27 above above ADV ajst-32541 105 28 , , PUNCT ajst-32541 105 29 the the DET ajst-32541 105 30 number number NOUN ajst-32541 105 31 of of ADP ajst-32541 105 32 macro macro ADJ ajst-32541 105 33 base base NOUN ajst-32541 105 34 stations station NOUN ajst-32541 105 35 is be AUX ajst-32541 105 36 much much ADV ajst-32541 105 37 greater great ADJ ajst-32541 105 38 than than ADP ajst-32541 105 39 the the DET ajst-32541 105 40 number number NOUN ajst-32541 105 41 of of ADP ajst-32541 105 42 micro micro ADJ ajst-32541 105 43 base base NOUN ajst-32541 105 44 stations station NOUN ajst-32541 105 45 . . PUNCT ajst-32541 106 1 the the DET ajst-32541 106 2 new new ADJ ajst-32541 106 3 base base NOUN ajst-32541 106 4 station station NOUN ajst-32541 106 5 and and CCONJ ajst-32541 106 6 the the DET ajst-32541 106 7 weak weak ADJ ajst-32541 106 8 coverage coverage NOUN ajst-32541 106 9 area area NOUN ajst-32541 106 10 is be AUX ajst-32541 106 11 shown show VERB ajst-32541 106 12 in in ADP ajst-32541 106 13 the the DET ajst-32541 106 14 following follow VERB ajst-32541 106 15 figure figure NOUN ajst-32541 106 16 7 7 NUM ajst-32541 106 17 : : PUNCT ajst-32541 106 18 as as SCONJ ajst-32541 106 19 shown show VERB ajst-32541 106 20 in in ADP ajst-32541 106 21 the the DET ajst-32541 106 22 figure figure NOUN ajst-32541 106 23 above above ADV ajst-32541 106 24 , , PUNCT ajst-32541 106 25 the the DET ajst-32541 106 26 new new ADJ ajst-32541 106 27 base base NOUN ajst-32541 106 28 station station NOUN ajst-32541 106 29 can can AUX ajst-32541 106 30 effectively effectively ADV ajst-32541 106 31 cover cover VERB ajst-32541 106 32 areas area NOUN ajst-32541 106 33 with with ADP ajst-32541 106 34 weak weak ADJ ajst-32541 106 35 coverage coverage NOUN ajst-32541 106 36 , , PUNCT ajst-32541 106 37 indicating indicate VERB ajst-32541 106 38 that that SCONJ ajst-32541 106 39 the the DET ajst-32541 106 40 0 0 NUM ajst-32541 106 41 - - SYM ajst-32541 106 42 1 1 NUM ajst-32541 106 43 planning planning NOUN ajst-32541 106 44 model model NOUN ajst-32541 106 45 and and CCONJ ajst-32541 106 46 simulated simulated ADJ ajst-32541 106 47 annealing anneal VERB ajst-32541 106 48 algorithm algorithm NOUN ajst-32541 106 49 established establish VERB ajst-32541 106 50 in in ADP ajst-32541 106 51 this this DET ajst-32541 106 52 paper paper NOUN ajst-32541 106 53 are be AUX ajst-32541 106 54 very very ADV ajst-32541 106 55 reasonable reasonable ADJ ajst-32541 106 56 . . PUNCT ajst-32541 107 1 85 85 NUM ajst-32541 107 2 figure figure NOUN ajst-32541 107 3 6 6 NUM ajst-32541 107 4 . . PUNCT ajst-32541 107 5 scatter scatter NOUN ajst-32541 107 6 plot plot NOUN ajst-32541 107 7 of of ADP ajst-32541 107 8 the the DET ajst-32541 107 9 distribution distribution NOUN ajst-32541 107 10 of of ADP ajst-32541 107 11 new new ADJ ajst-32541 107 12 base base NOUN ajst-32541 107 13 stations station NOUN ajst-32541 107 14 figure figure VERB ajst-32541 107 15 7 7 NUM ajst-32541 107 16 . . PUNCT ajst-32541 107 17 distribution distribution NOUN ajst-32541 107 18 map map NOUN ajst-32541 107 19 of of ADP ajst-32541 107 20 new new ADJ ajst-32541 107 21 base base NOUN ajst-32541 107 22 stations station NOUN ajst-32541 107 23 and and CCONJ ajst-32541 107 24 areas area NOUN ajst-32541 107 25 with with ADP ajst-32541 107 26 weak weak ADJ ajst-32541 107 27 coverage coverage NOUN ajst-32541 107 28 . . PUNCT ajst-32541 108 1 5 5 X ajst-32541 108 2 . . X ajst-32541 108 3 sensitivity sensitivity NOUN ajst-32541 108 4 analysis analysis NOUN ajst-32541 108 5 sensitivity sensitivity NOUN ajst-32541 108 6 analysis analysis NOUN ajst-32541 108 7 aims aim VERB ajst-32541 108 8 to to PART ajst-32541 108 9 understand understand VERB ajst-32541 108 10 the the DET ajst-32541 108 11 extent extent NOUN ajst-32541 108 12 to to PART ajst-32541 108 13 which which PRON ajst-32541 108 14 model model NOUN ajst-32541 108 15 outputs output NOUN ajst-32541 108 16 respond respond VERB ajst-32541 108 17 to to ADP ajst-32541 108 18 input input NOUN ajst-32541 108 19 parameters parameter NOUN ajst-32541 108 20 or or CCONJ ajst-32541 108 21 variables variable NOUN ajst-32541 108 22 . . PUNCT ajst-32541 109 1 it it PRON ajst-32541 109 2 can can AUX ajst-32541 109 3 help help VERB ajst-32541 109 4 us we PRON ajst-32541 109 5 identify identify VERB ajst-32541 109 6 key key ADJ ajst-32541 109 7 parameters parameter NOUN ajst-32541 109 8 of of ADP ajst-32541 109 9 the the DET ajst-32541 109 10 model model NOUN ajst-32541 109 11 , , PUNCT ajst-32541 109 12 understand understand VERB ajst-32541 109 13 how how SCONJ ajst-32541 109 14 the the DET ajst-32541 109 15 model model NOUN ajst-32541 109 16 behaves behave VERB ajst-32541 109 17 , , PUNCT ajst-32541 109 18 and and CCONJ ajst-32541 109 19 assess assess VERB ajst-32541 109 20 the the DET ajst-32541 109 21 robustness robustness NOUN ajst-32541 109 22 of of ADP ajst-32541 109 23 the the DET ajst-32541 109 24 model model NOUN ajst-32541 109 25 . . PUNCT ajst-32541 110 1 sensitivity sensitivity NOUN ajst-32541 110 2 analysis analysis NOUN ajst-32541 110 3 is be AUX ajst-32541 110 4 usually usually ADV ajst-32541 110 5 carried carry VERB ajst-32541 110 6 out out ADP ajst-32541 110 7 by by ADP ajst-32541 110 8 calculating calculate VERB ajst-32541 110 9 the the DET ajst-32541 110 10 rate rate NOUN ajst-32541 110 11 of of ADP ajst-32541 110 12 change change NOUN ajst-32541 110 13 of of ADP ajst-32541 110 14 the the DET ajst-32541 110 15 model model NOUN ajst-32541 110 16 output output NOUN ajst-32541 110 17 with with ADP ajst-32541 110 18 respect respect NOUN ajst-32541 110 19 to to ADP ajst-32541 110 20 the the DET ajst-32541 110 21 input input NOUN ajst-32541 110 22 parameters parameter NOUN ajst-32541 110 23 , , PUNCT ajst-32541 110 24 in in ADP ajst-32541 110 25 order order NOUN ajst-32541 110 26 to to PART ajst-32541 110 27 evaluate evaluate VERB ajst-32541 110 28 the the DET ajst-32541 110 29 model model NOUN ajst-32541 110 30 's 's PART ajst-32541 110 31 sensitivity sensitivity NOUN ajst-32541 110 32 to to ADP ajst-32541 110 33 different different ADJ ajst-32541 110 34 parameters parameter NOUN ajst-32541 110 35 . . PUNCT ajst-32541 111 1 in in ADP ajst-32541 111 2 simulated simulated ADJ ajst-32541 111 3 annealing annealing NOUN ajst-32541 111 4 algorithms algorithm NOUN ajst-32541 111 5 , , PUNCT ajst-32541 111 6 the the DET ajst-32541 111 7 cooling cool VERB ajst-32541 111 8 rate rate NOUN ajst-32541 111 9 is be AUX ajst-32541 111 10 adjusted adjust VERB ajst-32541 111 11 to to PART ajst-32541 111 12 change change VERB ajst-32541 111 13 the the DET ajst-32541 111 14 temperature temperature NOUN ajst-32541 111 15 , , PUNCT ajst-32541 111 16 thus thus ADV ajst-32541 111 17 affecting affect VERB ajst-32541 111 18 the the DET ajst-32541 111 19 search search NOUN ajst-32541 111 20 process process NOUN ajst-32541 111 21 . . PUNCT ajst-32541 112 1 more more ADV ajst-32541 112 2 specifically specifically ADV ajst-32541 112 3 , , PUNCT ajst-32541 112 4 the the DET ajst-32541 112 5 behavior behavior NOUN ajst-32541 112 6 of of ADP ajst-32541 112 7 annealing anneal VERB ajst-32541 112 8 in in ADP ajst-32541 112 9 the the DET ajst-32541 112 10 search search NOUN ajst-32541 112 11 space space NOUN ajst-32541 112 12 can can AUX ajst-32541 112 13 be be AUX ajst-32541 112 14 adjusted adjust VERB ajst-32541 112 15 by by ADP ajst-32541 112 16 changing change VERB ajst-32541 112 17 the the DET ajst-32541 112 18 cooling cool VERB ajst-32541 112 19 rate rate NOUN ajst-32541 112 20 . . PUNCT ajst-32541 113 1 increasing increase VERB ajst-32541 113 2 the the DET ajst-32541 113 3 cooling cool VERB ajst-32541 113 4 rate rate NOUN ajst-32541 113 5 accelerates accelerate VERB ajst-32541 113 6 annealing anneal VERB ajst-32541 113 7 's 's PART ajst-32541 113 8 ability ability NOUN ajst-32541 113 9 to to PART ajst-32541 113 10 explore explore VERB ajst-32541 113 11 new new ADJ ajst-32541 113 12 areas area NOUN ajst-32541 113 13 , , PUNCT ajst-32541 113 14 while while SCONJ ajst-32541 113 15 decreasing decrease VERB ajst-32541 113 16 the the DET ajst-32541 113 17 cooling cool VERB ajst-32541 113 18 rate rate NOUN ajst-32541 113 19 makes make VERB ajst-32541 113 20 annealing anneal VERB ajst-32541 113 21 more more ADV ajst-32541 113 22 focused focused ADJ ajst-32541 113 23 on on ADP ajst-32541 113 24 the the DET ajst-32541 113 25 region region NOUN ajst-32541 113 26 surrounding surround VERB ajst-32541 113 27 the the DET ajst-32541 113 28 current current ADJ ajst-32541 113 29 optimal optimal ADJ ajst-32541 113 30 solution solution NOUN ajst-32541 113 31 . . PUNCT ajst-32541 114 1 of of ADP ajst-32541 114 2 course course NOUN ajst-32541 114 3 , , PUNCT ajst-32541 114 4 this this DET ajst-32541 114 5 method method NOUN ajst-32541 114 6 of of ADP ajst-32541 114 7 adjusting adjust VERB ajst-32541 114 8 the the DET ajst-32541 114 9 cooling cool VERB ajst-32541 114 10 rate rate NOUN ajst-32541 114 11 requires require VERB ajst-32541 114 12 reasonable reasonable ADJ ajst-32541 114 13 parameter parameter NOUN ajst-32541 114 14 settings setting NOUN ajst-32541 114 15 to to PART ajst-32541 114 16 ensure ensure VERB ajst-32541 114 17 that that SCONJ ajst-32541 114 18 the the DET ajst-32541 114 19 algorithm algorithm NOUN ajst-32541 114 20 can can AUX ajst-32541 114 21 fully fully ADV ajst-32541 114 22 explore explore VERB ajst-32541 114 23 and and CCONJ ajst-32541 114 24 utilize utilize VERB ajst-32541 114 25 the the DET ajst-32541 114 26 search search NOUN ajst-32541 114 27 space space NOUN ajst-32541 114 28 . . PUNCT ajst-32541 115 1 therefore therefore ADV ajst-32541 115 2 , , PUNCT ajst-32541 115 3 this this DET ajst-32541 115 4 paper paper NOUN ajst-32541 115 5 applies apply VERB ajst-32541 115 6 a a DET ajst-32541 115 7 5 5 NUM ajst-32541 115 8 % % NOUN ajst-32541 115 9 perturbation perturbation NOUN ajst-32541 115 10 to to ADP ajst-32541 115 11 the the DET ajst-32541 115 12 original original ADJ ajst-32541 115 13 simulated simulated ADJ ajst-32541 115 14 annealing anneal VERB ajst-32541 115 15 algorithm algorithm NOUN ajst-32541 115 16 based base VERB ajst-32541 115 17 on on ADP ajst-32541 115 18 the the DET ajst-32541 115 19 self self NOUN ajst-32541 115 20 - - PUNCT ajst-32541 115 21 cooling cool VERB ajst-32541 115 22 rate rate NOUN ajst-32541 115 23 of of ADP ajst-32541 115 24 a a DET ajst-32541 115 25 single single ADJ ajst-32541 115 26 temperature.[15][18 temperature.[15][18 NOUN ajst-32541 115 27 ] ] PUNCT ajst-32541 115 28 the the DET ajst-32541 115 29 simulated simulated ADJ ajst-32541 115 30 annealing annealing NOUN ajst-32541 115 31 continuously continuously ADV ajst-32541 115 32 searches search VERB ajst-32541 115 33 the the DET ajst-32541 115 34 solution solution NOUN ajst-32541 115 35 space space NOUN ajst-32541 115 36 and and CCONJ ajst-32541 115 37 selects select VERB ajst-32541 115 38 the the DET ajst-32541 115 39 objective objective ADJ ajst-32541 115 40 function function NOUN ajst-32541 115 41 value value NOUN ajst-32541 115 42 with with ADP ajst-32541 115 43 the the DET ajst-32541 115 44 minimum minimum NOUN ajst-32541 115 45 fitness fitness NOUN ajst-32541 115 46 as as ADP ajst-32541 115 47 the the DET ajst-32541 115 48 iteration iteration NOUN ajst-32541 115 49 value value NOUN ajst-32541 115 50 in in ADP ajst-32541 115 51 each each DET ajst-32541 115 52 round round NOUN ajst-32541 115 53 . . PUNCT ajst-32541 116 1 after after ADP ajst-32541 116 2 50 50 NUM ajst-32541 116 3 iterations iteration NOUN ajst-32541 116 4 , , PUNCT ajst-32541 116 5 the the DET ajst-32541 116 6 convergence convergence NOUN ajst-32541 116 7 value value NOUN ajst-32541 116 8 at at ADP ajst-32541 116 9 the the DET ajst-32541 116 10 current current ADJ ajst-32541 116 11 cooling cool VERB ajst-32541 116 12 rate rate NOUN ajst-32541 116 13 is be AUX ajst-32541 116 14 found find VERB ajst-32541 116 15 , , PUNCT ajst-32541 116 16 and and CCONJ ajst-32541 116 17 the the DET ajst-32541 116 18 sensitivity sensitivity NOUN ajst-32541 116 19 analysis analysis NOUN ajst-32541 116 20 is be AUX ajst-32541 116 21 plotted plot VERB ajst-32541 116 22 as as SCONJ ajst-32541 116 23 shown show VERB ajst-32541 116 24 in in ADP ajst-32541 116 25 the the DET ajst-32541 116 26 figure figure NOUN ajst-32541 116 27 below below ADV ajst-32541 116 28 : : PUNCT ajst-32541 116 29 after after ADP ajst-32541 116 30 repeatedly repeatedly ADV ajst-32541 116 31 modifying modify VERB ajst-32541 116 32 the the DET ajst-32541 116 33 cooling cool VERB ajst-32541 116 34 rate rate NOUN ajst-32541 116 35 parameter parameter NOUN ajst-32541 116 36 in in ADP ajst-32541 116 37 the the DET ajst-32541 116 38 simulated simulated ADJ ajst-32541 116 39 annealing anneal VERB ajst-32541 116 40 algorithm algorithm NOUN ajst-32541 116 41 , , PUNCT ajst-32541 116 42 the the DET ajst-32541 116 43 algorithm algorithm NOUN ajst-32541 116 44 consistently consistently ADV ajst-32541 116 45 converged converge VERB ajst-32541 116 46 to to ADP ajst-32541 116 47 the the DET ajst-32541 116 48 same same ADJ ajst-32541 116 49 value value NOUN ajst-32541 116 50 . . PUNCT ajst-32541 117 1 therefore therefore ADV ajst-32541 117 2 , , PUNCT ajst-32541 117 3 the the DET ajst-32541 117 4 algorithm algorithm NOUN ajst-32541 117 5 is be AUX ajst-32541 117 6 reasonable reasonable ADJ ajst-32541 117 7 and and CCONJ ajst-32541 117 8 86 86 NUM ajst-32541 117 9 effective effective ADJ ajst-32541 117 10 for for ADP ajst-32541 117 11 solving solve VERB ajst-32541 117 12 the the DET ajst-32541 117 13 aforementioned aforementione VERB ajst-32541 117 14 0 0 NUM ajst-32541 117 15 - - SYM ajst-32541 117 16 1 1 NUM ajst-32541 117 17 programming programming NOUN ajst-32541 117 18 model model NOUN ajst-32541 117 19 , , PUNCT ajst-32541 117 20 and and CCONJ ajst-32541 117 21 the the DET ajst-32541 117 22 results result NOUN ajst-32541 117 23 are be AUX ajst-32541 117 24 highly highly ADV ajst-32541 117 25 convincing convincing ADJ ajst-32541 117 26 . . PUNCT ajst-32541 118 1 figure figure NOUN ajst-32541 118 2 8 8 NUM ajst-32541 118 3 . . PUNCT ajst-32541 119 1 sensitivity sensitivity NOUN ajst-32541 119 2 analysis analysis NOUN ajst-32541 119 3 of of ADP ajst-32541 119 4 temperature temperature NOUN ajst-32541 119 5 cooling cool VERB ajst-32541 119 6 rate rate NOUN ajst-32541 119 7 6 6 NUM ajst-32541 119 8 . . PUNCT ajst-32541 119 9 conclusion conclusion VERB ajst-32541 119 10 the the DET ajst-32541 119 11 0 0 NUM ajst-32541 119 12 - - SYM ajst-32541 119 13 1 1 NUM ajst-32541 119 14 programming programming NOUN ajst-32541 119 15 mathematical mathematical ADJ ajst-32541 119 16 model model NOUN ajst-32541 119 17 and and CCONJ ajst-32541 119 18 simulated simulated ADJ ajst-32541 119 19 annealing anneal VERB ajst-32541 119 20 algorithm algorithm NOUN ajst-32541 119 21 established establish VERB ajst-32541 119 22 in in ADP ajst-32541 119 23 this this DET ajst-32541 119 24 paper paper NOUN ajst-32541 119 25 provide provide VERB ajst-32541 119 26 a a DET ajst-32541 119 27 valuable valuable ADJ ajst-32541 119 28 reference reference NOUN ajst-32541 119 29 for for ADP ajst-32541 119 30 establishing establish VERB ajst-32541 119 31 new new ADJ ajst-32541 119 32 base base NOUN ajst-32541 119 33 stations station NOUN ajst-32541 119 34 in in ADP ajst-32541 119 35 areas area NOUN ajst-32541 119 36 with with ADP ajst-32541 119 37 weak weak ADJ ajst-32541 119 38 base base NOUN ajst-32541 119 39 station station NOUN ajst-32541 119 40 coverage coverage NOUN ajst-32541 119 41 . . PUNCT ajst-32541 120 1 the the DET ajst-32541 120 2 model model NOUN ajst-32541 120 3 effectively effectively ADV ajst-32541 120 4 addresses address VERB ajst-32541 120 5 the the DET ajst-32541 120 6 challenge challenge NOUN ajst-32541 120 7 of of ADP ajst-32541 120 8 establishing establish VERB ajst-32541 120 9 new new ADJ ajst-32541 120 10 base base NOUN ajst-32541 120 11 stations station NOUN ajst-32541 120 12 in in ADP ajst-32541 120 13 such such ADJ ajst-32541 120 14 areas area NOUN ajst-32541 120 15 . . PUNCT ajst-32541 121 1 furthermore furthermore ADV ajst-32541 121 2 , , PUNCT ajst-32541 121 3 to to PART ajst-32541 121 4 further far ADV ajst-32541 121 5 verify verify VERB ajst-32541 121 6 the the DET ajst-32541 121 7 model model NOUN ajst-32541 121 8 's 's PART ajst-32541 121 9 accuracy accuracy NOUN ajst-32541 121 10 , , PUNCT ajst-32541 121 11 a a DET ajst-32541 121 12 sensitivity sensitivity NOUN ajst-32541 121 13 analysis analysis NOUN ajst-32541 121 14 was be AUX ajst-32541 121 15 conducted conduct VERB ajst-32541 121 16 , , PUNCT ajst-32541 121 17 further far ADV ajst-32541 121 18 validating validate VERB ajst-32541 121 19 the the DET ajst-32541 121 20 rationality rationality NOUN ajst-32541 121 21 of of ADP ajst-32541 121 22 the the DET ajst-32541 121 23 established establish VERB ajst-32541 121 24 0 0 NUM ajst-32541 121 25 - - SYM ajst-32541 121 26 1 1 NUM ajst-32541 121 27 programming programming NOUN ajst-32541 121 28 model model NOUN ajst-32541 121 29 and and CCONJ ajst-32541 121 30 the the DET ajst-32541 121 31 simulated simulate VERB ajst-32541 121 32 annealing anneal VERB ajst-32541 121 33 algorithm algorithm NOUN ajst-32541 121 34 . . PUNCT ajst-32541 122 1 in in ADP ajst-32541 122 2 the the DET ajst-32541 122 3 future future NOUN ajst-32541 122 4 , , PUNCT ajst-32541 122 5 new new ADJ ajst-32541 122 6 base base NOUN ajst-32541 122 7 stations station NOUN ajst-32541 122 8 will will AUX ajst-32541 122 9 be be AUX ajst-32541 122 10 built build VERB ajst-32541 122 11 in in ADP ajst-32541 122 12 areas area NOUN ajst-32541 122 13 with with ADP ajst-32541 122 14 different different ADJ ajst-32541 122 15 coverage coverage NOUN ajst-32541 122 16 types type NOUN ajst-32541 122 17 , , PUNCT ajst-32541 122 18 requiring require VERB ajst-32541 122 19 the the DET ajst-32541 122 20 integration integration NOUN ajst-32541 122 21 of of ADP ajst-32541 122 22 more more ADJ ajst-32541 122 23 data datum NOUN ajst-32541 122 24 and and CCONJ ajst-32541 122 25 the the DET ajst-32541 122 26 establishment establishment NOUN ajst-32541 122 27 of of ADP ajst-32541 122 28 more more ADJ ajst-32541 122 29 complex complex ADJ ajst-32541 122 30 mathematical mathematical ADJ ajst-32541 122 31 programming programming NOUN ajst-32541 122 32 models model NOUN ajst-32541 122 33 and and CCONJ ajst-32541 122 34 solution solution NOUN ajst-32541 122 35 methods method NOUN ajst-32541 122 36 . . PUNCT ajst-32541 123 1 however however ADV ajst-32541 123 2 , , PUNCT ajst-32541 123 3 this this DET ajst-32541 123 4 article article NOUN ajst-32541 123 5 still still ADV ajst-32541 123 6 has have VERB ajst-32541 123 7 great great ADJ ajst-32541 123 8 initial initial ADJ ajst-32541 123 9 reference reference NOUN ajst-32541 123 10 value value NOUN ajst-32541 123 11 . . PUNCT ajst-32541 124 1 references reference NOUN ajst-32541 124 2 [ [ X ajst-32541 124 3 1 1 NUM ajst-32541 124 4 ] ] X ajst-32541 124 5 zhao zhao PROPN ajst-32541 124 6 zhenyu zhenyu PROPN ajst-32541 124 7 , , PUNCT ajst-32541 124 8 lin lin PROPN ajst-32541 124 9 shan shan PROPN ajst-32541 124 10 , , PUNCT ajst-32541 124 11 ma ma PROPN ajst-32541 124 12 qianxin qianxin PROPN ajst-32541 124 13 . . PUNCT ajst-32541 125 1 integrated integrate VERB ajst-32541 125 2 energy energy NOUN ajst-32541 125 3 system system NOUN ajst-32541 125 4 shared share VERB ajst-32541 125 5 energy energy NOUN ajst-32541 125 6 storage storage NOUN ajst-32541 125 7 planning planning NOUN ajst-32541 125 8 based base VERB ajst-32541 125 9 on on ADP ajst-32541 125 10 split split ADJ ajst-32541 125 11 - - PUNCT ajst-32541 125 12 blob blob NOUN ajst-32541 125 13 bar bar NOUN ajst-32541 125 14 optimization optimization NOUN ajst-32541 126 1 [ [ X ajst-32541 126 2 j j X ajst-32541 126 3 ] ] X ajst-32541 126 4 . . PUNCT ajst-32541 127 1 electric electric ADJ ajst-32541 127 2 power power NOUN ajst-32541 127 3 construction construction NOUN ajst-32541 127 4 , , PUNCT ajst-32541 127 5 2025 2025 NUM ajst-32541 127 6 , , PUNCT ajst-32541 127 7 46(11 46(11 NUM ajst-32541 127 8 ): ): PUNCT ajst-32541 127 9 58 58 NUM ajst-32541 127 10 - - SYM ajst-32541 127 11 70 70 NUM ajst-32541 127 12 . . PUNCT ajst-32541 128 1 [ [ X ajst-32541 128 2 2 2 NUM ajst-32541 128 3 ] ] X ajst-32541 128 4 gao gao PROPN ajst-32541 128 5 xuejun xuejun PROPN ajst-32541 128 6 , , PUNCT ajst-32541 128 7 yang yang PROPN ajst-32541 128 8 lu lu PROPN ajst-32541 128 9 . . PUNCT ajst-32541 129 1 regional regional ADJ ajst-32541 129 2 sensitivity sensitivity NOUN ajst-32541 129 3 study study NOUN ajst-32541 129 4 of of ADP ajst-32541 129 5 bogie bogie NOUN ajst-32541 129 6 critical critical ADJ ajst-32541 129 7 speed speed NOUN ajst-32541 130 1 [ [ X ajst-32541 130 2 j j X ajst-32541 130 3 ] ] X ajst-32541 130 4 . . PUNCT ajst-32541 131 1 journal journal PROPN ajst-32541 131 2 of of ADP ajst-32541 131 3 hunan hunan PROPN ajst-32541 131 4 university university PROPN ajst-32541 131 5 ( ( PUNCT ajst-32541 131 6 natural natural ADJ ajst-32541 131 7 science science NOUN ajst-32541 131 8 edition edition NOUN ajst-32541 131 9 ) ) PUNCT ajst-32541 131 10 , , PUNCT ajst-32541 131 11 2025 2025 NUM ajst-32541 131 12 , , PUNCT ajst-32541 131 13 52(10 52(10 NUM ajst-32541 131 14 ): ): PUNCT ajst-32541 131 15 50 50 NUM ajst-32541 131 16 - - SYM ajst-32541 131 17 57 57 NUM ajst-32541 131 18 . . PUNCT ajst-32541 132 1 [ [ X ajst-32541 132 2 3 3 X ajst-32541 132 3 ] ] X ajst-32541 132 4 zhou zhou PROPN ajst-32541 132 5 xiaodong xiaodong PROPN ajst-32541 132 6 , , PUNCT ajst-32541 132 7 sun sun PROPN ajst-32541 132 8 shuai shuai PROPN ajst-32541 132 9 , , PUNCT ajst-32541 132 10 du du PROPN ajst-32541 132 11 longkun longkun PROPN ajst-32541 132 12 , , PUNCT ajst-32541 132 13 et et PROPN ajst-32541 132 14 al al PROPN ajst-32541 132 15 . . PROPN ajst-32541 132 16 sensitivity sensitivity NOUN ajst-32541 132 17 analysis analysis NOUN ajst-32541 132 18 of of ADP ajst-32541 132 19 mid mid ADJ ajst-32541 132 20 - - ADJ ajst-32541 132 21 infrared infrared ADJ ajst-32541 132 22 single single ADJ ajst-32541 132 23 - - PUNCT ajst-32541 132 24 photon photon NOUN ajst-32541 132 25 correlation correlation NOUN ajst-32541 132 26 imaging imaging NOUN ajst-32541 132 27 ( ( PUNCT ajst-32541 132 28 invited invite VERB ajst-32541 132 29 ) ) PUNCT ajst-32541 133 1 [ [ X ajst-32541 133 2 j j X ajst-32541 133 3 ] ] X ajst-32541 133 4 . . PUNCT ajst-32541 134 1 acta acta PROPN ajst-32541 134 2 optica optica PROPN ajst-32541 134 3 sinica sinica PROPN ajst-32541 134 4 , , PUNCT ajst-32541 134 5 2025 2025 NUM ajst-32541 134 6 , , PUNCT ajst-32541 134 7 45(20 45(20 NUM ajst-32541 134 8 ): ): PUNCT ajst-32541 134 9 377 377 NUM ajst-32541 134 10 - - SYM ajst-32541 134 11 389 389 NUM ajst-32541 134 12 . . PUNCT ajst-32541 135 1 [ [ X ajst-32541 135 2 4 4 NUM ajst-32541 135 3 ] ] X ajst-32541 135 4 zhu zhu PROPN ajst-32541 135 5 yalan yalan PROPN ajst-32541 135 6 . . PROPN ajst-32541 135 7 sensitivity sensitivity NOUN ajst-32541 135 8 and and CCONJ ajst-32541 135 9 specificity specificity NOUN ajst-32541 135 10 analysis analysis NOUN ajst-32541 135 11 of of ADP ajst-32541 135 12 cardiac cardiac ADJ ajst-32541 135 13 color color NOUN ajst-32541 135 14 doppler doppler NOUN ajst-32541 135 15 ultrasound ultrasound NOUN ajst-32541 135 16 in in ADP ajst-32541 135 17 the the DET ajst-32541 135 18 diagnosis diagnosis NOUN ajst-32541 135 19 of of ADP ajst-32541 135 20 coronary coronary ADJ ajst-32541 135 21 heart heart NOUN ajst-32541 135 22 disease disease NOUN ajst-32541 135 23 complicated complicate VERB ajst-32541 135 24 with with ADP ajst-32541 135 25 heart heart NOUN ajst-32541 135 26 failure failure NOUN ajst-32541 135 27 [ [ X ajst-32541 135 28 j j X ajst-32541 135 29 ] ] X ajst-32541 135 30 . . PUNCT ajst-32541 136 1 practical practical ADJ ajst-32541 136 2 medical medical ADJ ajst-32541 136 3 imaging imaging NOUN ajst-32541 136 4 journal journal NOUN ajst-32541 136 5 , , PUNCT ajst-32541 136 6 2025 2025 NUM ajst-32541 136 7 , , PUNCT ajst-32541 136 8 26(05):393 26(05):393 NUM ajst-32541 136 9 - - SYM ajst-32541 136 10 397 397 NUM ajst-32541 136 11 . . PUNCT ajst-32541 137 1 [ [ X ajst-32541 137 2 5 5 X ajst-32541 137 3 ] ] X ajst-32541 137 4 huang huang PROPN ajst-32541 137 5 fengshou fengshou PROPN ajst-32541 137 6 , , PUNCT ajst-32541 137 7 li li PROPN ajst-32541 137 8 jiacheng jiacheng PROPN ajst-32541 137 9 , , PUNCT ajst-32541 137 10 sun sun PROPN ajst-32541 137 11 xing xing PROPN ajst-32541 137 12 , , PUNCT ajst-32541 137 13 et et PROPN ajst-32541 137 14 al al PROPN ajst-32541 137 15 . . PUNCT ajst-32541 137 16 lightweight lightweight ADJ ajst-32541 137 17 improvement improvement NOUN ajst-32541 137 18 design design NOUN ajst-32541 137 19 of of ADP ajst-32541 137 20 bus bus NOUN ajst-32541 137 21 frame frame NOUN ajst-32541 137 22 structure structure NOUN ajst-32541 137 23 based base VERB ajst-32541 137 24 on on ADP ajst-32541 137 25 sensitivity sensitivity NOUN ajst-32541 137 26 analysis analysis NOUN ajst-32541 137 27 [ [ X ajst-32541 137 28 j j X ajst-32541 137 29 ] ] X ajst-32541 137 30 . . PUNCT ajst-32541 138 1 bus bus NOUN ajst-32541 138 2 technology technology NOUN ajst-32541 138 3 and and CCONJ ajst-32541 138 4 research research NOUN ajst-32541 138 5 , , PUNCT ajst-32541 138 6 2025 2025 NUM ajst-32541 138 7 , , PUNCT ajst-32541 138 8 47(05):40 47(05):40 NUM ajst-32541 138 9 - - SYM ajst-32541 138 10 46 46 NUM ajst-32541 138 11 . . PUNCT ajst-32541 139 1 [ [ X ajst-32541 139 2 6 6 NUM ajst-32541 139 3 ] ] PUNCT ajst-32541 139 4 xie xie PROPN ajst-32541 139 5 yunquan yunquan PROPN ajst-32541 139 6 , , PUNCT ajst-32541 139 7 zhu zhu PROPN ajst-32541 139 8 weixing weixing NOUN ajst-32541 139 9 , , PUNCT ajst-32541 139 10 gu gu NOUN ajst-32541 139 11 min min PROPN ajst-32541 139 12 , , PUNCT ajst-32541 139 13 et et PROPN ajst-32541 139 14 al al PROPN ajst-32541 139 15 . . PROPN ajst-32541 139 16 sensitivity sensitivity NOUN ajst-32541 139 17 analysis analysis NOUN ajst-32541 139 18 method method NOUN ajst-32541 139 19 for for ADP ajst-32541 139 20 military military ADJ ajst-32541 139 21 software software NOUN ajst-32541 139 22 capabilities capability NOUN ajst-32541 139 23 based base VERB ajst-32541 139 24 on on ADP ajst-32541 139 25 neural neural ADJ ajst-32541 139 26 networks network NOUN ajst-32541 139 27 [ [ X ajst-32541 139 28 j j X ajst-32541 139 29 / / SYM ajst-32541 139 30 ol ol PROPN ajst-32541 139 31 ] ] PUNCT ajst-32541 139 32 . . PUNCT ajst-32541 139 33 command command NOUN ajst-32541 139 34 control control NOUN ajst-32541 139 35 and and CCONJ ajst-32541 139 36 simulation simulation NOUN ajst-32541 139 37 , , PUNCT ajst-32541 139 38 1 1 NUM ajst-32541 139 39 - - SYM ajst-32541 139 40 12 12 NUM ajst-32541 139 41 [ [ X ajst-32541 139 42 2025 2025 NUM ajst-32541 139 43 - - SYM ajst-32541 139 44 11 11 NUM ajst-32541 139 45 - - SYM ajst-32541 139 46 13 13 NUM ajst-32541 139 47 ] ] PUNCT ajst-32541 139 48 . . PUNCT ajst-32541 140 1 [ [ X ajst-32541 140 2 7 7 NUM ajst-32541 140 3 ] ] X ajst-32541 140 4 li li PROPN ajst-32541 140 5 minghao minghao PROPN ajst-32541 140 6 , , PUNCT ajst-32541 140 7 niu niu PROPN ajst-32541 140 8 hao hao PROPN ajst-32541 140 9 , , PUNCT ajst-32541 140 10 fan fan PROPN ajst-32541 140 11 jiayi jiayi PROPN ajst-32541 140 12 , , PUNCT ajst-32541 140 13 et et PROPN ajst-32541 140 14 al al PROPN ajst-32541 140 15 . . PROPN ajst-32541 140 16 sensitivity sensitivity NOUN ajst-32541 140 17 analysis analysis NOUN ajst-32541 140 18 and and CCONJ ajst-32541 140 19 optimization optimization NOUN ajst-32541 140 20 design design NOUN ajst-32541 140 21 of of ADP ajst-32541 140 22 coal coal NOUN ajst-32541 140 23 mining mining NOUN ajst-32541 140 24 machine machine NOUN ajst-32541 140 25 spiral spiral ADJ ajst-32541 140 26 drum drum NOUN ajst-32541 140 27 based base VERB ajst-32541 140 28 on on ADP ajst-32541 140 29 discrete discrete ADJ ajst-32541 140 30 element element NOUN ajst-32541 140 31 method method NOUN ajst-32541 140 32 [ [ X ajst-32541 140 33 j j X ajst-32541 140 34 ] ] X ajst-32541 140 35 . . PUNCT ajst-32541 141 1 journal journal PROPN ajst-32541 141 2 of of ADP ajst-32541 141 3 henan henan PROPN ajst-32541 141 4 polytechnic polytechnic PROPN ajst-32541 141 5 university university PROPN ajst-32541 141 6 ( ( PUNCT ajst-32541 141 7 natural natural ADJ ajst-32541 141 8 science science NOUN ajst-32541 141 9 edition edition NOUN ajst-32541 141 10 ) ) PUNCT ajst-32541 141 11 , , PUNCT ajst-32541 141 12 2025 2025 NUM ajst-32541 141 13 , , PUNCT ajst-32541 141 14 44(06):165 44(06):165 NUM ajst-32541 141 15 - - SYM ajst-32541 141 16 171 171 NUM ajst-32541 141 17 . . PUNCT ajst-32541 142 1 [ [ X ajst-32541 142 2 8 8 NUM ajst-32541 142 3 ] ] X ajst-32541 142 4 li li PROPN ajst-32541 142 5 hongwei hongwei PROPN ajst-32541 142 6 , , PUNCT ajst-32541 142 7 ying ying PROPN ajst-32541 142 8 changjie changjie PROPN ajst-32541 142 9 , , PUNCT ajst-32541 142 10 guan guan PROPN ajst-32541 142 11 guan guan PROPN ajst-32541 142 12 . . PUNCT ajst-32541 143 1 [ [ X ajst-32541 143 2 9 9 NUM ajst-32541 143 3 ] ] SYM ajst-32541 143 4 li li PROPN ajst-32541 143 5 ming ming PROPN ajst-32541 143 6 , , PUNCT ajst-32541 143 7 liu liu PROPN ajst-32541 143 8 huali huali PROPN ajst-32541 143 9 , , PUNCT ajst-32541 143 10 xing xing PROPN ajst-32541 143 11 ying ying PROPN ajst-32541 143 12 , , PUNCT ajst-32541 143 13 et et PROPN ajst-32541 143 14 al al PROPN ajst-32541 143 15 . . PROPN ajst-32541 143 16 bp bp PROPN ajst-32541 143 17 neural neural PROPN ajst-32541 143 18 network network NOUN ajst-32541 143 19 blasting blast VERB ajst-32541 143 20 fly fly NOUN ajst-32541 143 21 rock rock NOUN ajst-32541 143 22 distance distance NOUN ajst-32541 143 23 prediction prediction NOUN ajst-32541 143 24 model model NOUN ajst-32541 143 25 based base VERB ajst-32541 143 26 on on ADP ajst-32541 143 27 simulated simulate VERB ajst-32541 143 28 annealing anneal VERB ajst-32541 143 29 optimization optimization NOUN ajst-32541 143 30 [ [ X ajst-32541 143 31 j j X ajst-32541 143 32 / / SYM ajst-32541 143 33 ol ol PROPN ajst-32541 143 34 ] ] PUNCT ajst-32541 143 35 . . PUNCT ajst-32541 144 1 command command NOUN ajst-32541 144 2 , , PUNCT ajst-32541 144 3 control control NOUN ajst-32541 144 4 and and CCONJ ajst-32541 144 5 simulation simulation NOUN ajst-32541 144 6 , , PUNCT ajst-32541 144 7 1 1 NUM ajst-32541 144 8 - - SYM ajst-32541 144 9 11 11 NUM ajst-32541 144 10 [ [ X ajst-32541 144 11 2025 2025 NUM ajst-32541 144 12 - - SYM ajst-32541 144 13 11 11 NUM ajst-32541 144 14 - - SYM ajst-32541 144 15 13 13 NUM ajst-32541 144 16 ] ] PUNCT ajst-32541 144 17 . . PUNCT ajst-32541 145 1 [ [ X ajst-32541 145 2 9 9 NUM ajst-32541 145 3 ] ] X ajst-32541 145 4 chen chen PROPN ajst-32541 145 5 jie jie PROPN ajst-32541 145 6 , , PUNCT ajst-32541 145 7 zhuang zhuang PROPN ajst-32541 145 8 bailiang bailiang PROPN ajst-32541 145 9 , , PUNCT ajst-32541 145 10 yang yang PROPN ajst-32541 145 11 baohua baohua PROPN ajst-32541 145 12 , , PUNCT ajst-32541 145 13 et et PROPN ajst-32541 145 14 al al PROPN ajst-32541 145 15 . . PUNCT ajst-32541 145 16 nsga nsga PROPN ajst-32541 145 17 - - PUNCT ajst-32541 145 18 sa sa PROPN ajst-32541 145 19 : : PUNCT ajst-32541 145 20 simulated simulate VERB ajst-32541 145 21 annealing anneal VERB ajst-32541 145 22 enhanced enhance VERB ajst-32541 145 23 multiobjective multiobjective ADJ ajst-32541 145 24 optimization optimization NOUN ajst-32541 145 25 algorithm algorithm NOUN ajst-32541 145 26 and and CCONJ ajst-32541 145 27 its its PRON ajst-32541 145 28 application application NOUN ajst-32541 145 29 in in ADP ajst-32541 145 30 heat heat NOUN ajst-32541 145 31 treatment treatment NOUN ajst-32541 145 32 [ [ X ajst-32541 145 33 j j X ajst-32541 145 34 ] ] X ajst-32541 145 35 . . PUNCT ajst-32541 146 1 software software NOUN ajst-32541 146 2 guide guide NOUN ajst-32541 146 3 , , PUNCT ajst-32541 146 4 2025 2025 NUM ajst-32541 146 5 , , PUNCT ajst-32541 146 6 24(09 24(09 NUM ajst-32541 146 7 ): ): PUNCT ajst-32541 146 8 87 87 NUM ajst-32541 146 9 - - SYM ajst-32541 146 10 98 98 NUM ajst-32541 146 11 . . PUNCT ajst-32541 147 1 87 87 NUM ajst-32541 148 1 [ [ SYM ajst-32541 148 2 10 10 NUM ajst-32541 148 3 ] ] X ajst-32541 148 4 zhou zhou PROPN ajst-32541 148 5 xingjian xingjian PROPN ajst-32541 148 6 , , PUNCT ajst-32541 148 7 zhang zhang PROPN ajst-32541 148 8 zuhan zuhan PROPN ajst-32541 148 9 , , PUNCT ajst-32541 148 10 ai ai VERB ajst-32541 148 11 zhen zhen PROPN ajst-32541 148 12 . . PUNCT ajst-32541 149 1 research research NOUN ajst-32541 149 2 on on ADP ajst-32541 149 3 site site NOUN ajst-32541 149 4 selection selection NOUN ajst-32541 149 5 and and CCONJ ajst-32541 149 6 layout layout NOUN ajst-32541 149 7 of of ADP ajst-32541 149 8 public public ADJ ajst-32541 149 9 charging charging NOUN ajst-32541 149 10 stations station NOUN ajst-32541 149 11 for for ADP ajst-32541 149 12 new new ADJ ajst-32541 149 13 energy energy NOUN ajst-32541 149 14 vehicles vehicle NOUN ajst-32541 149 15 based base VERB ajst-32541 149 16 on on ADP ajst-32541 149 17 bi bi ADJ ajst-32541 149 18 - - ADJ ajst-32541 149 19 objective objective ADJ ajst-32541 149 20 0 0 NUM ajst-32541 149 21 - - SYM ajst-32541 149 22 1 1 NUM ajst-32541 149 23 programming programming NOUN ajst-32541 149 24 [ [ X ajst-32541 149 25 j j X ajst-32541 149 26 ] ] X ajst-32541 149 27 . . PUNCT ajst-32541 150 1 logistics logistic NOUN ajst-32541 150 2 technology technology NOUN ajst-32541 150 3 , , PUNCT ajst-32541 150 4 2025 2025 NUM ajst-32541 150 5 , , PUNCT ajst-32541 150 6 44(07 44(07 NUM ajst-32541 150 7 ): ): PUNCT ajst-32541 150 8 60 60 NUM ajst-32541 150 9 - - SYM ajst-32541 150 10 72 72 NUM ajst-32541 150 11 . . PUNCT ajst-32541 151 1 [ [ X ajst-32541 151 2 11 11 NUM ajst-32541 151 3 ] ] X ajst-32541 151 4 li li PROPN ajst-32541 151 5 congqing congqing PROPN ajst-32541 151 6 . . PUNCT ajst-32541 152 1 research research NOUN ajst-32541 152 2 on on ADP ajst-32541 152 3 vehicle vehicle NOUN ajst-32541 152 4 pickup pickup NOUN ajst-32541 152 5 and and CCONJ ajst-32541 152 6 delivery delivery NOUN ajst-32541 152 7 transportation transportation NOUN ajst-32541 152 8 path path NOUN ajst-32541 152 9 based base VERB ajst-32541 152 10 on on ADP ajst-32541 152 11 simulated simulated ADJ ajst-32541 152 12 annealing anneal VERB ajst-32541 152 13 algorithm algorithm NOUN ajst-32541 152 14 [ [ X ajst-32541 152 15 j j X ajst-32541 152 16 ] ] X ajst-32541 152 17 . . PUNCT ajst-32541 153 1 journal journal PROPN ajst-32541 153 2 of of ADP ajst-32541 153 3 zhengzhou zhengzhou PROPN ajst-32541 153 4 railway railway PROPN ajst-32541 153 5 vocational vocational NOUN ajst-32541 153 6 and and CCONJ ajst-32541 153 7 technical technical PROPN ajst-32541 153 8 college college NOUN ajst-32541 153 9 , , PUNCT ajst-32541 153 10 2025 2025 NUM ajst-32541 153 11 , , PUNCT ajst-32541 153 12 37(01 37(01 NUM ajst-32541 153 13 ): ): PUNCT ajst-32541 153 14 49 49 NUM ajst-32541 153 15 - - SYM ajst-32541 153 16 53 53 NUM ajst-32541 153 17 . . PUNCT ajst-32541 154 1 [ [ X ajst-32541 154 2 12 12 NUM ajst-32541 154 3 ] ] PUNCT ajst-32541 154 4 wang wang PROPN ajst-32541 154 5 yun yun PROPN ajst-32541 154 6 . . PUNCT ajst-32541 155 1 research research NOUN ajst-32541 155 2 on on ADP ajst-32541 155 3 last last ADJ ajst-32541 155 4 - - PUNCT ajst-32541 155 5 line line NOUN ajst-32541 155 6 vehicle vehicle NOUN ajst-32541 155 7 - - PUNCT ajst-32541 155 8 mounted mount VERB ajst-32541 155 9 uav uav PROPN ajst-32541 155 10 logistics logistics PROPN ajst-32541 155 11 delivery delivery PROPN ajst-32541 155 12 route route NOUN ajst-32541 155 13 planning planning NOUN ajst-32541 155 14 based base VERB ajst-32541 155 15 on on ADP ajst-32541 155 16 simulated simulated ADJ ajst-32541 155 17 annealing anneal VERB ajst-32541 155 18 algorithm algorithm NOUN ajst-32541 155 19 [ [ X ajst-32541 155 20 j j X ajst-32541 155 21 ] ] X ajst-32541 155 22 . . PUNCT ajst-32541 156 1 automation automation NOUN ajst-32541 156 2 and and CCONJ ajst-32541 156 3 instrumentation instrumentation NOUN ajst-32541 156 4 , , PUNCT ajst-32541 156 5 2025 2025 NUM ajst-32541 156 6 , , PUNCT ajst-32541 156 7 ( ( PUNCT ajst-32541 156 8 02 02 NUM ajst-32541 156 9 ): ): SYM ajst-32541 156 10 247 247 NUM ajst-32541 156 11 - - SYM ajst-32541 156 12 251 251 NUM ajst-32541 156 13 . . PUNCT ajst-32541 157 1 [ [ X ajst-32541 157 2 13 13 NUM ajst-32541 157 3 ] ] PUNCT ajst-32541 157 4 zhuang zhuang PROPN ajst-32541 157 5 yuxi yuxi PROPN ajst-32541 157 6 . . PUNCT ajst-32541 158 1 research research NOUN ajst-32541 158 2 on on ADP ajst-32541 158 3 0 0 NUM ajst-32541 158 4 - - SYM ajst-32541 158 5 1 1 NUM ajst-32541 158 6 quadratic quadratic ADJ ajst-32541 158 7 programming programming NOUN ajst-32541 158 8 problem problem NOUN ajst-32541 158 9 solving solve VERB ajst-32541 158 10 algorithm algorithm NOUN ajst-32541 158 11 based base VERB ajst-32541 158 12 on on ADP ajst-32541 158 13 graph graph NOUN ajst-32541 158 14 neural neural ADJ ajst-32541 158 15 network network NOUN ajst-32541 159 1 [ [ X ajst-32541 159 2 d d X ajst-32541 159 3 ] ] X ajst-32541 159 4 . . PUNCT ajst-32541 160 1 shanghai shanghai PROPN ajst-32541 160 2 university university PROPN ajst-32541 160 3 , , PUNCT ajst-32541 160 4 2023 2023 NUM ajst-32541 160 5 . . PUNCT ajst-32541 161 1 [ [ X ajst-32541 161 2 14 14 NUM ajst-32541 161 3 ] ] X ajst-32541 161 4 liao liao PROPN ajst-32541 161 5 yifei yifei PROPN ajst-32541 161 6 . . PUNCT ajst-32541 162 1 research research NOUN ajst-32541 162 2 on on ADP ajst-32541 162 3 ship ship NOUN ajst-32541 162 4 domestic domestic ADJ ajst-32541 162 5 sewage sewage NOUN ajst-32541 162 6 disposal disposal NOUN ajst-32541 162 7 strategy strategy NOUN ajst-32541 162 8 based base VERB ajst-32541 162 9 on on ADP ajst-32541 162 10 0 0 NUM ajst-32541 162 11 - - SYM ajst-32541 162 12 1 1 NUM ajst-32541 162 13 programming programming NOUN ajst-32541 162 14 [ [ X ajst-32541 162 15 j j X ajst-32541 162 16 ] ] X ajst-32541 162 17 . . PUNCT ajst-32541 163 1 ship ship NOUN ajst-32541 163 2 materials material NOUN ajst-32541 163 3 and and CCONJ ajst-32541 163 4 market market NOUN ajst-32541 163 5 , , PUNCT ajst-32541 163 6 2023 2023 NUM ajst-32541 163 7 , , PUNCT ajst-32541 163 8 31(04 31(04 NUM ajst-32541 163 9 ): ): PUNCT ajst-32541 163 10 107 107 NUM ajst-32541 163 11 - - SYM ajst-32541 163 12 111 111 NUM ajst-32541 163 13 . . PUNCT ajst-32541 164 1 [ [ X ajst-32541 164 2 15 15 NUM ajst-32541 164 3 ] ] PUNCT ajst-32541 164 4 he he PRON ajst-32541 164 5 kun kun PROPN ajst-32541 164 6 , , PUNCT ajst-32541 164 7 ren ren PROPN ajst-32541 164 8 shuo shuo PROPN ajst-32541 164 9 , , PUNCT ajst-32541 164 10 guo guo PROPN ajst-32541 164 11 zijie zijie PROPN ajst-32541 164 12 , , PUNCT ajst-32541 164 13 et et PROPN ajst-32541 164 14 al al PROPN ajst-32541 164 15 . . PROPN ajst-32541 165 1 local local ADJ ajst-32541 165 2 dynamic dynamic ADJ ajst-32541 165 3 programming programming NOUN ajst-32541 165 4 algorithm algorithm NOUN ajst-32541 165 5 for for ADP ajst-32541 165 6 solving solve VERB ajst-32541 165 7 complete complete ADJ ajst-32541 165 8 0 0 NUM ajst-32541 165 9 - - SYM ajst-32541 165 10 1 1 NUM ajst-32541 165 11 knapsack knapsack NOUN ajst-32541 165 12 problem problem NOUN ajst-32541 165 13 based base VERB ajst-32541 165 14 on on ADP ajst-32541 165 15 greedy greedy ADJ ajst-32541 165 16 backtracking backtracking NOUN ajst-32541 165 17 [ [ X ajst-32541 165 18 j j X ajst-32541 165 19 ] ] X ajst-32541 165 20 . . PUNCT ajst-32541 166 1 journal journal PROPN ajst-32541 166 2 of of ADP ajst-32541 166 3 huazhong huazhong PROPN ajst-32541 166 4 university university PROPN ajst-32541 166 5 of of ADP ajst-32541 166 6 science science NOUN ajst-32541 166 7 and and CCONJ ajst-32541 166 8 technology technology NOUN ajst-32541 166 9 ( ( PUNCT ajst-32541 166 10 natural natural ADJ ajst-32541 166 11 science science NOUN ajst-32541 166 12 edition edition NOUN ajst-32541 166 13 ) ) PUNCT ajst-32541 166 14 , , PUNCT ajst-32541 166 15 2024 2024 NUM ajst-32541 166 16 , , PUNCT ajst-32541 166 17 52(02 52(02 NUM ajst-32541 166 18 ): ): PUNCT ajst-32541 166 19 16 16 NUM ajst-32541 166 20 - - SYM ajst-32541 166 21 21 21 NUM ajst-32541 166 22 . . PUNCT ajst-32541 167 1 [ [ X ajst-32541 167 2 16 16 NUM ajst-32541 167 3 ] ] X ajst-32541 167 4 liu liu PROPN ajst-32541 167 5 shangyi shangyi PROPN ajst-32541 167 6 , , PUNCT ajst-32541 167 7 wu wu PROPN ajst-32541 167 8 tao tao PROPN ajst-32541 167 9 . . PUNCT ajst-32541 167 10 0 0 NUM ajst-32541 167 11 - - SYM ajst-32541 167 12 1 1 NUM ajst-32541 167 13 linear linear NOUN ajst-32541 167 14 programming programming NOUN ajst-32541 167 15 model model NOUN ajst-32541 167 16 and and CCONJ ajst-32541 167 17 application application NOUN ajst-32541 167 18 based base VERB ajst-32541 167 19 on on ADP ajst-32541 167 20 mixed mixed ADJ ajst-32541 167 21 variables variable NOUN ajst-32541 167 22 [ [ X ajst-32541 167 23 j j X ajst-32541 167 24 ] ] X ajst-32541 167 25 . . PUNCT ajst-32541 168 1 science science NOUN ajst-32541 168 2 and and CCONJ ajst-32541 168 3 technology technology NOUN ajst-32541 168 4 innovation innovation NOUN ajst-32541 168 5 , , PUNCT ajst-32541 168 6 2023 2023 NUM ajst-32541 168 7 , , PUNCT ajst-32541 168 8 ( ( PUNCT ajst-32541 168 9 01 01 NUM ajst-32541 168 10 ): ): PUNCT ajst-32541 168 11 92 92 NUM ajst-32541 168 12 - - SYM ajst-32541 168 13 95 95 NUM ajst-32541 168 14 . . PUNCT ajst-32541 169 1 [ [ X ajst-32541 169 2 17 17 NUM ajst-32541 169 3 ] ] X ajst-32541 169 4 wang wang PROPN ajst-32541 169 5 maoping maoping PROPN ajst-32541 169 6 , , PUNCT ajst-32541 169 7 pan pan PROPN ajst-32541 169 8 dazhi dazhi PROPN ajst-32541 169 9 . . PUNCT ajst-32541 170 1 an an DET ajst-32541 170 2 improved improved ADJ ajst-32541 170 3 dynamic dynamic ADJ ajst-32541 170 4 programming programming NOUN ajst-32541 170 5 algorithm algorithm NOUN ajst-32541 170 6 for for ADP ajst-32541 170 7 solving solve VERB ajst-32541 170 8 the the DET ajst-32541 170 9 set set NOUN ajst-32541 170 10 - - PUNCT ajst-32541 170 11 valued value VERB ajst-32541 170 12 discount discount NOUN ajst-32541 170 13 { { PUNCT ajst-32541 170 14 0 0 NUM ajst-32541 170 15 - - SYM ajst-32541 170 16 1 1 NUM ajst-32541 170 17 } } PUNCT ajst-32541 170 18 knapsack knapsack NOUN ajst-32541 170 19 problem problem NOUN ajst-32541 171 1 [ [ X ajst-32541 171 2 j j X ajst-32541 171 3 ] ] X ajst-32541 171 4 . . PUNCT ajst-32541 172 1 computer computer NOUN ajst-32541 172 2 applications application NOUN ajst-32541 172 3 and and CCONJ ajst-32541 172 4 software software NOUN ajst-32541 172 5 , , PUNCT ajst-32541 172 6 2022 2022 NUM ajst-32541 172 7 , , PUNCT ajst-32541 172 8 39(09):274 39(09):274 NUM ajst-32541 172 9 - - SYM ajst-32541 172 10 277 277 NUM ajst-32541 172 11 . . PUNCT ajst-32541 173 1 [ [ X ajst-32541 173 2 18 18 NUM ajst-32541 173 3 ] ] X ajst-32541 173 4 qian qian ADJ ajst-32541 173 5 haochen haochen PROPN ajst-32541 173 6 , , PUNCT ajst-32541 173 7 jiang jiang PROPN ajst-32541 173 8 xintong xintong PROPN ajst-32541 173 9 , , PUNCT ajst-32541 173 10 li li PROPN ajst-32541 173 11 xuanhao xuanhao PROPN ajst-32541 173 12 , , PUNCT ajst-32541 174 1 et et PROPN ajst-32541 174 2 al al PROPN ajst-32541 174 3 . . PROPN ajst-32541 174 4 landscape landscape PROPN ajst-32541 174 5 planning planning NOUN ajst-32541 174 6 and and CCONJ ajst-32541 174 7 design design NOUN ajst-32541 174 8 of of ADP ajst-32541 174 9 resettlement resettlement NOUN ajst-32541 174 10 community community NOUN ajst-32541 174 11 based base VERB ajst-32541 174 12 on on ADP ajst-32541 174 13 poe poe PROPN ajst-32541 174 14 theory theory NOUN ajst-32541 174 15 a a DET ajst-32541 174 16 case case NOUN ajst-32541 174 17 study study NOUN ajst-32541 174 18 of of ADP ajst-32541 174 19 nanjing nanjing PROPN ajst-32541 174 20 zijin zijin PROPN ajst-32541 174 21 moxiangyuan moxiangyuan PROPN ajst-32541 175 1 [ [ X ajst-32541 175 2 j j X ajst-32541 175 3 ] ] X ajst-32541 175 4 . . PUNCT ajst-32541 176 1 urban urban ADJ ajst-32541 176 2 architecture architecture NOUN ajst-32541 176 3 , , PUNCT ajst-32541 176 4 2022 2022 NUM ajst-32541 176 5 , , PUNCT ajst-32541 176 6 19(13):15 19(13):15 NUM ajst-32541 176 7 - - SYM ajst-32541 176 8 18 18 NUM ajst-32541 176 9 . . PUNCT