id sid tid token lemma pos ajst-31205 1 1 academic academic ADJ ajst-31205 1 2 journal journal NOUN ajst-31205 1 3 of of ADP ajst-31205 1 4 science science NOUN ajst-31205 1 5 and and CCONJ ajst-31205 1 6 technology technology NOUN ajst-31205 1 7 issn issn NOUN ajst-31205 1 8 : : PUNCT ajst-31205 1 9 2771 2771 NUM ajst-31205 1 10 - - SYM ajst-31205 1 11 3032 3032 NUM ajst-31205 1 12 | | NOUN ajst-31205 1 13 vol vol NOUN ajst-31205 1 14 . . PROPN ajst-31205 1 15 15 15 NUM ajst-31205 1 16 , , PUNCT ajst-31205 1 17 no no INTJ ajst-31205 1 18 . . NOUN ajst-31205 1 19 3 3 NUM ajst-31205 1 20 , , PUNCT ajst-31205 1 21 2025 2025 NUM ajst-31205 1 22 63 63 NUM ajst-31205 1 23 crop crop NOUN ajst-31205 1 24 optimization optimization NOUN ajst-31205 1 25 model model NOUN ajst-31205 1 26 based base VERB ajst-31205 1 27 on on ADP ajst-31205 1 28 robust robust ADJ ajst-31205 1 29 genetic genetic ADJ ajst-31205 1 30 algorithm algorithm NOUN ajst-31205 1 31 xinyi xinyi PROPN ajst-31205 2 1 chen chen PROPN ajst-31205 2 2 zhicheng zhicheng PROPN ajst-31205 2 3 college college PROPN ajst-31205 2 4 , , PUNCT ajst-31205 2 5 fuzhou fuzhou PROPN ajst-31205 2 6 university university PROPN ajst-31205 2 7 , , PUNCT ajst-31205 2 8 fujian fujian PROPN ajst-31205 2 9 , , PUNCT ajst-31205 2 10 350001 350001 NUM ajst-31205 2 11 , , PUNCT ajst-31205 2 12 china china PROPN ajst-31205 2 13 abstract abstract NOUN ajst-31205 2 14 : : PUNCT ajst-31205 2 15 in in ADP ajst-31205 2 16 the the DET ajst-31205 2 17 context context NOUN ajst-31205 2 18 of of ADP ajst-31205 2 19 the the DET ajst-31205 2 20 current current ADJ ajst-31205 2 21 rural rural ADJ ajst-31205 2 22 economic economic ADJ ajst-31205 2 23 transformation transformation NOUN ajst-31205 2 24 , , PUNCT ajst-31205 2 25 the the DET ajst-31205 2 26 optimization optimization NOUN ajst-31205 2 27 of of ADP ajst-31205 2 28 crop crop NOUN ajst-31205 2 29 planting planting NOUN ajst-31205 2 30 structure structure NOUN ajst-31205 2 31 has have AUX ajst-31205 2 32 emerged emerge VERB ajst-31205 2 33 as as ADP ajst-31205 2 34 a a DET ajst-31205 2 35 critical critical ADJ ajst-31205 2 36 task task NOUN ajst-31205 2 37 , , PUNCT ajst-31205 2 38 particularly particularly ADV ajst-31205 2 39 in in ADP ajst-31205 2 40 light light NOUN ajst-31205 2 41 of of ADP ajst-31205 2 42 limited limited ADJ ajst-31205 2 43 resources resource NOUN ajst-31205 2 44 , , PUNCT ajst-31205 2 45 market market NOUN ajst-31205 2 46 fluctuations fluctuation NOUN ajst-31205 2 47 , , PUNCT ajst-31205 2 48 and and CCONJ ajst-31205 2 49 environmental environmental ADJ ajst-31205 2 50 challenges challenge NOUN ajst-31205 2 51 . . PUNCT ajst-31205 3 1 this this DET ajst-31205 3 2 paper paper NOUN ajst-31205 3 3 addresses address VERB ajst-31205 3 4 the the DET ajst-31205 3 5 practical practical ADJ ajst-31205 3 6 issues issue NOUN ajst-31205 3 7 of of ADP ajst-31205 3 8 constrained constrain VERB ajst-31205 3 9 rural rural ADJ ajst-31205 3 10 cultivated cultivate VERB ajst-31205 3 11 land land NOUN ajst-31205 3 12 resources resource NOUN ajst-31205 3 13 and and CCONJ ajst-31205 3 14 multiple multiple ADJ ajst-31205 3 15 restrictions restriction NOUN ajst-31205 3 16 on on ADP ajst-31205 3 17 crop crop NOUN ajst-31205 3 18 cultivation cultivation NOUN ajst-31205 3 19 in in ADP ajst-31205 3 20 the the DET ajst-31205 3 21 mountainous mountainous ADJ ajst-31205 3 22 regions region NOUN ajst-31205 3 23 of of ADP ajst-31205 3 24 north north NOUN ajst-31205 3 25 china china PROPN ajst-31205 3 26 by by ADP ajst-31205 3 27 constructing construct VERB ajst-31205 3 28 a a DET ajst-31205 3 29 hybrid hybrid ADJ ajst-31205 3 30 model model NOUN ajst-31205 3 31 that that PRON ajst-31205 3 32 integrates integrate VERB ajst-31205 3 33 robust robust ADJ ajst-31205 3 34 optimization optimization NOUN ajst-31205 3 35 and and CCONJ ajst-31205 3 36 interval interval NOUN ajst-31205 3 37 planning planning NOUN ajst-31205 3 38 . . PUNCT ajst-31205 4 1 the the DET ajst-31205 4 2 model model NOUN ajst-31205 4 3 accounts account VERB ajst-31205 4 4 for for ADP ajst-31205 4 5 the the DET ajst-31205 4 6 interval interval NOUN ajst-31205 4 7 fluctuations fluctuation NOUN ajst-31205 4 8 of of ADP ajst-31205 4 9 future future ADJ ajst-31205 4 10 expected expect VERB ajst-31205 4 11 sales sale NOUN ajst-31205 4 12 , , PUNCT ajst-31205 4 13 yield yield NOUN ajst-31205 4 14 per per ADP ajst-31205 4 15 unit unit NOUN ajst-31205 4 16 area area NOUN ajst-31205 4 17 , , PUNCT ajst-31205 4 18 planting planting NOUN ajst-31205 4 19 costs cost NOUN ajst-31205 4 20 , , PUNCT ajst-31205 4 21 and and CCONJ ajst-31205 4 22 selling sell VERB ajst-31205 4 23 prices price NOUN ajst-31205 4 24 , , PUNCT ajst-31205 4 25 and and CCONJ ajst-31205 4 26 employs employ VERB ajst-31205 4 27 a a DET ajst-31205 4 28 genetic genetic ADJ ajst-31205 4 29 algorithm algorithm NOUN ajst-31205 4 30 to to PART ajst-31205 4 31 simulate simulate VERB ajst-31205 4 32 the the DET ajst-31205 4 33 natural natural ADJ ajst-31205 4 34 evolution evolution NOUN ajst-31205 4 35 process process NOUN ajst-31205 4 36 , , PUNCT ajst-31205 4 37 thereby thereby ADV ajst-31205 4 38 seeking seek VERB ajst-31205 4 39 an an DET ajst-31205 4 40 approximate approximate ADJ ajst-31205 4 41 optimal optimal ADJ ajst-31205 4 42 solution solution NOUN ajst-31205 4 43 . . PUNCT ajst-31205 5 1 by by ADP ajst-31205 5 2 proposing propose VERB ajst-31205 5 3 an an DET ajst-31205 5 4 optimal optimal ADJ ajst-31205 5 5 crop crop NOUN ajst-31205 5 6 planting planting NOUN ajst-31205 5 7 plan plan NOUN ajst-31205 5 8 for for ADP ajst-31205 5 9 the the DET ajst-31205 5 10 period period NOUN ajst-31205 5 11 from from ADP ajst-31205 5 12 2024 2024 NUM ajst-31205 5 13 to to ADP ajst-31205 5 14 2030 2030 NUM ajst-31205 5 15 , , PUNCT ajst-31205 5 16 this this DET ajst-31205 5 17 study study NOUN ajst-31205 5 18 not not PART ajst-31205 5 19 only only ADV ajst-31205 5 20 provides provide VERB ajst-31205 5 21 academic academic ADJ ajst-31205 5 22 support support NOUN ajst-31205 5 23 but but CCONJ ajst-31205 5 24 also also ADV ajst-31205 5 25 offers offer VERB ajst-31205 5 26 practical practical ADJ ajst-31205 5 27 guidance guidance NOUN ajst-31205 5 28 for for ADP ajst-31205 5 29 navigating navigate VERB ajst-31205 5 30 a a DET ajst-31205 5 31 complex complex ADJ ajst-31205 5 32 and and CCONJ ajst-31205 5 33 ever ever ADV ajst-31205 5 34 - - PUNCT ajst-31205 5 35 changing change VERB ajst-31205 5 36 agricultural agricultural ADJ ajst-31205 5 37 environment environment NOUN ajst-31205 5 38 . . PUNCT ajst-31205 6 1 the the DET ajst-31205 6 2 findings finding NOUN ajst-31205 6 3 aim aim VERB ajst-31205 6 4 to to PART ajst-31205 6 5 enhance enhance VERB ajst-31205 6 6 the the DET ajst-31205 6 7 resilience resilience NOUN ajst-31205 6 8 and and CCONJ ajst-31205 6 9 sustainability sustainability NOUN ajst-31205 6 10 of of ADP ajst-31205 6 11 rural rural ADJ ajst-31205 6 12 economies economy NOUN ajst-31205 6 13 , , PUNCT ajst-31205 6 14 ensuring ensure VERB ajst-31205 6 15 that that SCONJ ajst-31205 6 16 they they PRON ajst-31205 6 17 can can AUX ajst-31205 6 18 adapt adapt VERB ajst-31205 6 19 to to ADP ajst-31205 6 20 both both CCONJ ajst-31205 6 21 current current ADJ ajst-31205 6 22 and and CCONJ ajst-31205 6 23 future future ADJ ajst-31205 6 24 challenges challenge NOUN ajst-31205 6 25 in in ADP ajst-31205 6 26 agricultural agricultural ADJ ajst-31205 6 27 production production NOUN ajst-31205 6 28 and and CCONJ ajst-31205 6 29 resource resource NOUN ajst-31205 6 30 management management NOUN ajst-31205 6 31 . . PUNCT ajst-31205 7 1 keywords keyword NOUN ajst-31205 7 2 : : PUNCT ajst-31205 7 3 crops crop NOUN ajst-31205 7 4 , , PUNCT ajst-31205 7 5 planting planting NOUN ajst-31205 7 6 strategies strategy NOUN ajst-31205 7 7 , , PUNCT ajst-31205 7 8 robust robust ADJ ajst-31205 7 9 optimization optimization NOUN ajst-31205 7 10 , , PUNCT ajst-31205 7 11 interval interval NOUN ajst-31205 7 12 optimization optimization NOUN ajst-31205 7 13 , , PUNCT ajst-31205 7 14 genetic genetic ADJ ajst-31205 7 15 algorithms algorithm NOUN ajst-31205 7 16 . . PUNCT ajst-31205 8 1 1 1 X ajst-31205 8 2 . . X ajst-31205 8 3 introduction introduction NOUN ajst-31205 8 4 under under ADP ajst-31205 8 5 the the DET ajst-31205 8 6 background background NOUN ajst-31205 8 7 of of ADP ajst-31205 8 8 current current ADJ ajst-31205 8 9 rural rural ADJ ajst-31205 8 10 economic economic ADJ ajst-31205 8 11 transformation transformation NOUN ajst-31205 8 12 , , PUNCT ajst-31205 8 13 optimizing optimize VERB ajst-31205 8 14 crop crop NOUN ajst-31205 8 15 planting planting NOUN ajst-31205 8 16 structure structure NOUN ajst-31205 8 17 has have AUX ajst-31205 8 18 become become VERB ajst-31205 8 19 a a DET ajst-31205 8 20 key key ADJ ajst-31205 8 21 task task NOUN ajst-31205 8 22 to to PART ajst-31205 8 23 improve improve VERB ajst-31205 8 24 agricultural agricultural ADJ ajst-31205 8 25 production production NOUN ajst-31205 8 26 efficiency efficiency NOUN ajst-31205 8 27 and and CCONJ ajst-31205 8 28 promote promote VERB ajst-31205 8 29 sustainable sustainable ADJ ajst-31205 8 30 rural rural ADJ ajst-31205 8 31 development development NOUN ajst-31205 8 32 . . PUNCT ajst-31205 9 1 with with ADP ajst-31205 9 2 increasingly increasingly ADV ajst-31205 9 3 limited limited ADJ ajst-31205 9 4 resources resource NOUN ajst-31205 9 5 , , PUNCT ajst-31205 9 6 fluctuating fluctuate VERB ajst-31205 9 7 market market NOUN ajst-31205 9 8 demand demand NOUN ajst-31205 9 9 and and CCONJ ajst-31205 9 10 intensifying intensify VERB ajst-31205 9 11 environmental environmental ADJ ajst-31205 9 12 challenges challenge NOUN ajst-31205 9 13 , , PUNCT ajst-31205 9 14 how how SCONJ ajst-31205 9 15 to to PART ajst-31205 9 16 rationally rationally ADV ajst-31205 9 17 utilize utilize VERB ajst-31205 9 18 cultivated cultivate VERB ajst-31205 9 19 land land NOUN ajst-31205 9 20 resources resource NOUN ajst-31205 9 21 and and CCONJ ajst-31205 9 22 optimize optimize VERB ajst-31205 9 23 crop crop NOUN ajst-31205 9 24 cultivation cultivation NOUN ajst-31205 9 25 under under ADP ajst-31205 9 26 complex complex ADJ ajst-31205 9 27 constraints constraint NOUN ajst-31205 9 28 has have AUX ajst-31205 9 29 become become VERB ajst-31205 9 30 a a DET ajst-31205 9 31 practical practical ADJ ajst-31205 9 32 problem problem NOUN ajst-31205 9 33 to to PART ajst-31205 9 34 be be AUX ajst-31205 9 35 solved solve VERB ajst-31205 9 36 urgently urgently ADV ajst-31205 9 37 . . PUNCT ajst-31205 10 1 in in ADP ajst-31205 10 2 recent recent ADJ ajst-31205 10 3 years year NOUN ajst-31205 10 4 , , PUNCT ajst-31205 10 5 in in ADP ajst-31205 10 6 response response NOUN ajst-31205 10 7 to to ADP ajst-31205 10 8 this this DET ajst-31205 10 9 problem problem NOUN ajst-31205 10 10 , , PUNCT ajst-31205 10 11 many many ADJ ajst-31205 10 12 scholars scholar NOUN ajst-31205 10 13 and and CCONJ ajst-31205 10 14 research research NOUN ajst-31205 10 15 institutions institution NOUN ajst-31205 10 16 have have AUX ajst-31205 10 17 proposed propose VERB ajst-31205 10 18 different different ADJ ajst-31205 10 19 optimization optimization NOUN ajst-31205 10 20 models model NOUN ajst-31205 10 21 and and CCONJ ajst-31205 10 22 solutions solution NOUN ajst-31205 10 23 , , PUNCT ajst-31205 10 24 trying try VERB ajst-31205 10 25 to to PART ajst-31205 10 26 find find VERB ajst-31205 10 27 the the DET ajst-31205 10 28 approximate approximate ADJ ajst-31205 10 29 optimal optimal ADJ ajst-31205 10 30 crop crop NOUN ajst-31205 10 31 planting planting NOUN ajst-31205 10 32 strategy strategy NOUN ajst-31205 10 33 under under ADP ajst-31205 10 34 the the DET ajst-31205 10 35 conditions condition NOUN ajst-31205 10 36 of of ADP ajst-31205 10 37 uncertainty uncertainty NOUN ajst-31205 10 38 and and CCONJ ajst-31205 10 39 multiple multiple ADJ ajst-31205 10 40 constraints constraint NOUN ajst-31205 10 41 [ [ X ajst-31205 10 42 1 1 NUM ajst-31205 10 43 - - SYM ajst-31205 10 44 2 2 NUM ajst-31205 10 45 ] ] PUNCT ajst-31205 10 46 . . PUNCT ajst-31205 11 1 in in ADP ajst-31205 11 2 agricultural agricultural ADJ ajst-31205 11 3 planting planting NOUN ajst-31205 11 4 , , PUNCT ajst-31205 11 5 the the DET ajst-31205 11 6 problem problem NOUN ajst-31205 11 7 of of ADP ajst-31205 11 8 uncertainty uncertainty NOUN ajst-31205 11 9 is be AUX ajst-31205 11 10 particularly particularly ADV ajst-31205 11 11 prominent prominent ADJ ajst-31205 11 12 [ [ X ajst-31205 11 13 3 3 NUM ajst-31205 11 14 - - SYM ajst-31205 11 15 4 4 NUM ajst-31205 11 16 ] ] PUNCT ajst-31205 11 17 . . PUNCT ajst-31205 12 1 the the DET ajst-31205 12 2 fluctuation fluctuation NOUN ajst-31205 12 3 of of ADP ajst-31205 12 4 expected expect VERB ajst-31205 12 5 crop crop NOUN ajst-31205 12 6 sales sale NOUN ajst-31205 12 7 , , PUNCT ajst-31205 12 8 yield yield NOUN ajst-31205 12 9 , , PUNCT ajst-31205 12 10 planting planting NOUN ajst-31205 12 11 cost cost NOUN ajst-31205 12 12 and and CCONJ ajst-31205 12 13 market market NOUN ajst-31205 12 14 price price NOUN ajst-31205 12 15 often often ADV ajst-31205 12 16 makes make VERB ajst-31205 12 17 farmers farmer NOUN ajst-31205 12 18 face face VERB ajst-31205 12 19 greater great ADJ ajst-31205 12 20 risks risk NOUN ajst-31205 12 21 when when SCONJ ajst-31205 12 22 making make VERB ajst-31205 12 23 planting planting NOUN ajst-31205 12 24 decisions decision NOUN ajst-31205 12 25 . . PUNCT ajst-31205 13 1 especially especially ADV ajst-31205 13 2 in in ADP ajst-31205 13 3 north north PROPN ajst-31205 13 4 china china PROPN ajst-31205 13 5 , , PUNCT ajst-31205 13 6 the the DET ajst-31205 13 7 optimization optimization NOUN ajst-31205 13 8 of of ADP ajst-31205 13 9 planting planting NOUN ajst-31205 13 10 structure structure NOUN ajst-31205 13 11 has have AUX ajst-31205 13 12 become become VERB ajst-31205 13 13 more more ADV ajst-31205 13 14 complicated complicated ADJ ajst-31205 13 15 due due ADJ ajst-31205 13 16 to to ADP ajst-31205 13 17 climate climate NOUN ajst-31205 13 18 change change NOUN ajst-31205 13 19 , , PUNCT ajst-31205 13 20 land land NOUN ajst-31205 13 21 use use NOUN ajst-31205 13 22 change change NOUN ajst-31205 13 23 and and CCONJ ajst-31205 13 24 unstable unstable ADJ ajst-31205 13 25 market market NOUN ajst-31205 13 26 supply supply NOUN ajst-31205 13 27 and and CCONJ ajst-31205 13 28 demand demand NOUN ajst-31205 13 29 . . PUNCT ajst-31205 14 1 in in ADP ajst-31205 14 2 this this DET ajst-31205 14 3 context context NOUN ajst-31205 14 4 , , PUNCT ajst-31205 14 5 the the DET ajst-31205 14 6 combination combination NOUN ajst-31205 14 7 of of ADP ajst-31205 14 8 robust robust ADJ ajst-31205 14 9 optimization optimization NOUN ajst-31205 14 10 and and CCONJ ajst-31205 14 11 interval interval NOUN ajst-31205 14 12 planning planning NOUN ajst-31205 14 13 becomes become VERB ajst-31205 14 14 an an DET ajst-31205 14 15 effective effective ADJ ajst-31205 14 16 solution solution NOUN ajst-31205 14 17 . . PUNCT ajst-31205 15 1 this this DET ajst-31205 15 2 method method NOUN ajst-31205 15 3 not not PART ajst-31205 15 4 only only ADV ajst-31205 15 5 considers consider VERB ajst-31205 15 6 a a DET ajst-31205 15 7 variety variety NOUN ajst-31205 15 8 of of ADP ajst-31205 15 9 uncertain uncertain ADJ ajst-31205 15 10 factors factor NOUN ajst-31205 15 11 , , PUNCT ajst-31205 15 12 but but CCONJ ajst-31205 15 13 also also ADV ajst-31205 15 14 can can AUX ajst-31205 15 15 find find VERB ajst-31205 15 16 feasible feasible ADJ ajst-31205 15 17 optimization optimization NOUN ajst-31205 15 18 strategies strategy NOUN ajst-31205 15 19 in in ADP ajst-31205 15 20 the the DET ajst-31205 15 21 case case NOUN ajst-31205 15 22 of of ADP ajst-31205 15 23 limited limited ADJ ajst-31205 15 24 resources resource NOUN ajst-31205 15 25 , , PUNCT ajst-31205 15 26 which which PRON ajst-31205 15 27 greatly greatly ADV ajst-31205 15 28 improves improve VERB ajst-31205 15 29 the the DET ajst-31205 15 30 flexibility flexibility NOUN ajst-31205 15 31 and and CCONJ ajst-31205 15 32 sustainability sustainability NOUN ajst-31205 15 33 of of ADP ajst-31205 15 34 agricultural agricultural ADJ ajst-31205 15 35 production production NOUN ajst-31205 15 36 [ [ X ajst-31205 15 37 5 5 NUM ajst-31205 15 38 ] ] PUNCT ajst-31205 15 39 . . PUNCT ajst-31205 16 1 the the DET ajst-31205 16 2 objective objective NOUN ajst-31205 16 3 of of ADP ajst-31205 16 4 this this DET ajst-31205 16 5 study study NOUN ajst-31205 16 6 is be AUX ajst-31205 16 7 to to PART ajst-31205 16 8 construct construct VERB ajst-31205 16 9 a a DET ajst-31205 16 10 hybrid hybrid ADJ ajst-31205 16 11 model model NOUN ajst-31205 16 12 based base VERB ajst-31205 16 13 on on ADP ajst-31205 16 14 robust robust ADJ ajst-31205 16 15 optimization optimization NOUN ajst-31205 16 16 and and CCONJ ajst-31205 16 17 interval interval NOUN ajst-31205 16 18 planning planning NOUN ajst-31205 16 19 to to PART ajst-31205 16 20 deal deal VERB ajst-31205 16 21 with with ADP ajst-31205 16 22 the the DET ajst-31205 16 23 practical practical ADJ ajst-31205 16 24 problems problem NOUN ajst-31205 16 25 of of ADP ajst-31205 16 26 rural rural ADJ ajst-31205 16 27 cultivated cultivate VERB ajst-31205 16 28 land land NOUN ajst-31205 16 29 resource resource NOUN ajst-31205 16 30 constraints constraint NOUN ajst-31205 16 31 and and CCONJ ajst-31205 16 32 multiple multiple ADJ ajst-31205 16 33 crop crop NOUN ajst-31205 16 34 planting planting NOUN ajst-31205 16 35 constraints constraint NOUN ajst-31205 16 36 in in ADP ajst-31205 16 37 mountainous mountainous ADJ ajst-31205 16 38 areas area NOUN ajst-31205 16 39 of of ADP ajst-31205 16 40 north north PROPN ajst-31205 16 41 china china PROPN ajst-31205 16 42 . . PUNCT ajst-31205 17 1 specifically specifically ADV ajst-31205 17 2 , , PUNCT ajst-31205 17 3 we we PRON ajst-31205 17 4 design design VERB ajst-31205 17 5 an an DET ajst-31205 17 6 optimization optimization NOUN ajst-31205 17 7 model model NOUN ajst-31205 17 8 that that PRON ajst-31205 17 9 takes take VERB ajst-31205 17 10 into into ADP ajst-31205 17 11 account account NOUN ajst-31205 17 12 future future ADJ ajst-31205 17 13 expected expect VERB ajst-31205 17 14 sales sale NOUN ajst-31205 17 15 , , PUNCT ajst-31205 17 16 yield yield NOUN ajst-31205 17 17 per per ADP ajst-31205 17 18 unit unit NOUN ajst-31205 17 19 area area NOUN ajst-31205 17 20 , , PUNCT ajst-31205 17 21 planting planting NOUN ajst-31205 17 22 cost cost NOUN ajst-31205 17 23 , , PUNCT ajst-31205 17 24 and and CCONJ ajst-31205 17 25 selling sell VERB ajst-31205 17 26 price price NOUN ajst-31205 17 27 fluctuations fluctuation NOUN ajst-31205 17 28 , , PUNCT ajst-31205 17 29 and and CCONJ ajst-31205 17 30 use use VERB ajst-31205 17 31 genetic genetic ADJ ajst-31205 17 32 algorithms algorithm NOUN ajst-31205 17 33 to to PART ajst-31205 17 34 simulate simulate VERB ajst-31205 17 35 natural natural ADJ ajst-31205 17 36 evolutionary evolutionary ADJ ajst-31205 17 37 processes process NOUN ajst-31205 17 38 and and CCONJ ajst-31205 17 39 seek seek VERB ajst-31205 17 40 approximate approximate ADJ ajst-31205 17 41 optimal optimal ADJ ajst-31205 17 42 solutions solution NOUN ajst-31205 17 43 . . PUNCT ajst-31205 18 1 with with ADP ajst-31205 18 2 this this DET ajst-31205 18 3 approach approach NOUN ajst-31205 18 4 , , PUNCT ajst-31205 18 5 we we PRON ajst-31205 18 6 are be AUX ajst-31205 18 7 able able ADJ ajst-31205 18 8 to to PART ajst-31205 18 9 optimize optimize VERB ajst-31205 18 10 crop crop NOUN ajst-31205 18 11 structure structure NOUN ajst-31205 18 12 under under ADP ajst-31205 18 13 multiple multiple ADJ ajst-31205 18 14 uncertain uncertain ADJ ajst-31205 18 15 conditions condition NOUN ajst-31205 18 16 , , PUNCT ajst-31205 18 17 improving improve VERB ajst-31205 18 18 the the DET ajst-31205 18 19 resilience resilience NOUN ajst-31205 18 20 and and CCONJ ajst-31205 18 21 economic economic ADJ ajst-31205 18 22 efficiency efficiency NOUN ajst-31205 18 23 of of ADP ajst-31205 18 24 agricultural agricultural ADJ ajst-31205 18 25 production production NOUN ajst-31205 18 26 . . PUNCT ajst-31205 19 1 compared compare VERB ajst-31205 19 2 with with ADP ajst-31205 19 3 traditional traditional ADJ ajst-31205 19 4 crop crop NOUN ajst-31205 19 5 planting planting NOUN ajst-31205 19 6 planning planning NOUN ajst-31205 19 7 methods method NOUN ajst-31205 19 8 , , PUNCT ajst-31205 19 9 the the DET ajst-31205 19 10 innovation innovation NOUN ajst-31205 19 11 point point NOUN ajst-31205 19 12 of of ADP ajst-31205 19 13 this this DET ajst-31205 19 14 study study NOUN ajst-31205 19 15 is be AUX ajst-31205 19 16 the the DET ajst-31205 19 17 introduction introduction NOUN ajst-31205 19 18 of of ADP ajst-31205 19 19 a a DET ajst-31205 19 20 hybrid hybrid ADJ ajst-31205 19 21 model model NOUN ajst-31205 19 22 combining combine VERB ajst-31205 19 23 robust robust ADJ ajst-31205 19 24 optimization optimization NOUN ajst-31205 19 25 and and CCONJ ajst-31205 19 26 interval interval NOUN ajst-31205 19 27 planning planning NOUN ajst-31205 19 28 , , PUNCT ajst-31205 19 29 which which PRON ajst-31205 19 30 can can AUX ajst-31205 19 31 not not PART ajst-31205 19 32 only only ADV ajst-31205 19 33 effectively effectively ADV ajst-31205 19 34 deal deal VERB ajst-31205 19 35 with with ADP ajst-31205 19 36 uncertainties uncertainty NOUN ajst-31205 19 37 in in ADP ajst-31205 19 38 planting planting NOUN ajst-31205 19 39 , , PUNCT ajst-31205 19 40 but but CCONJ ajst-31205 19 41 also also ADV ajst-31205 19 42 realize realize VERB ajst-31205 19 43 the the DET ajst-31205 19 44 optimization optimization NOUN ajst-31205 19 45 of of ADP ajst-31205 19 46 crop crop NOUN ajst-31205 19 47 planting planting NOUN ajst-31205 19 48 under under ADP ajst-31205 19 49 multiple multiple ADJ ajst-31205 19 50 constraints constraint NOUN ajst-31205 19 51 [ [ X ajst-31205 19 52 6 6 NUM ajst-31205 19 53 ] ] PUNCT ajst-31205 19 54 . . PUNCT ajst-31205 20 1 in in ADP ajst-31205 20 2 addition addition NOUN ajst-31205 20 3 , , PUNCT ajst-31205 20 4 genetic genetic ADJ ajst-31205 20 5 algorithm algorithm NOUN ajst-31205 20 6 is be AUX ajst-31205 20 7 also also ADV ajst-31205 20 8 used use VERB ajst-31205 20 9 to to PART ajst-31205 20 10 simulate simulate VERB ajst-31205 20 11 the the DET ajst-31205 20 12 natural natural ADJ ajst-31205 20 13 evolution evolution NOUN ajst-31205 20 14 process process NOUN ajst-31205 20 15 , , PUNCT ajst-31205 20 16 which which PRON ajst-31205 20 17 further far ADV ajst-31205 20 18 improves improve VERB ajst-31205 20 19 the the DET ajst-31205 20 20 adaptability adaptability NOUN ajst-31205 20 21 and and CCONJ ajst-31205 20 22 optimization optimization NOUN ajst-31205 20 23 effect effect NOUN ajst-31205 20 24 of of ADP ajst-31205 20 25 the the DET ajst-31205 20 26 model model NOUN ajst-31205 20 27 . . PUNCT ajst-31205 21 1 in in ADP ajst-31205 21 2 the the DET ajst-31205 21 3 face face NOUN ajst-31205 21 4 of of ADP ajst-31205 21 5 complex complex ADJ ajst-31205 21 6 and and CCONJ ajst-31205 21 7 changing change VERB ajst-31205 21 8 agricultural agricultural ADJ ajst-31205 21 9 environments environment NOUN ajst-31205 21 10 , , PUNCT ajst-31205 21 11 this this DET ajst-31205 21 12 approach approach NOUN ajst-31205 21 13 can can AUX ajst-31205 21 14 provide provide VERB ajst-31205 21 15 more more ADV ajst-31205 21 16 precise precise ADJ ajst-31205 21 17 and and CCONJ ajst-31205 21 18 flexible flexible ADJ ajst-31205 21 19 solutions solution NOUN ajst-31205 21 20 for for ADP ajst-31205 21 21 agricultural agricultural ADJ ajst-31205 21 22 production production NOUN ajst-31205 21 23 , , PUNCT ajst-31205 21 24 thereby thereby ADV ajst-31205 21 25 enhancing enhance VERB ajst-31205 21 26 the the DET ajst-31205 21 27 resilience resilience NOUN ajst-31205 21 28 and and CCONJ ajst-31205 21 29 sustainability sustainability NOUN ajst-31205 21 30 of of ADP ajst-31205 21 31 rural rural ADJ ajst-31205 21 32 economies economy NOUN ajst-31205 21 33 . . PUNCT ajst-31205 22 1 2 2 X ajst-31205 22 2 . . X ajst-31205 22 3 data datum NOUN ajst-31205 22 4 simulation simulation NOUN ajst-31205 22 5 and and CCONJ ajst-31205 22 6 index index NOUN ajst-31205 22 7 analysis analysis NOUN ajst-31205 22 8 in in ADP ajst-31205 22 9 order order NOUN ajst-31205 22 10 to to PART ajst-31205 22 11 adapt adapt VERB ajst-31205 22 12 to to ADP ajst-31205 22 13 the the DET ajst-31205 22 14 complex complex ADJ ajst-31205 22 15 and and CCONJ ajst-31205 22 16 diverse diverse ADJ ajst-31205 22 17 planting planting NOUN ajst-31205 22 18 environment environment NOUN ajst-31205 22 19 in in ADP ajst-31205 22 20 northeast northeast ADJ ajst-31205 22 21 china china PROPN ajst-31205 22 22 , , PUNCT ajst-31205 22 23 this this DET ajst-31205 22 24 study study NOUN ajst-31205 22 25 obtained obtain VERB ajst-31205 22 26 simulation simulation NOUN ajst-31205 22 27 data datum NOUN ajst-31205 22 28 from from ADP ajst-31205 22 29 2024cumcm 2024cumcm NUM ajst-31205 22 30 , , PUNCT ajst-31205 22 31 covering cover VERB ajst-31205 22 32 key key ADJ ajst-31205 22 33 indicators indicator NOUN ajst-31205 22 34 such such ADJ ajst-31205 22 35 as as ADP ajst-31205 22 36 cultivated cultivate VERB ajst-31205 22 37 land land NOUN ajst-31205 22 38 type type NOUN ajst-31205 22 39 , , PUNCT ajst-31205 22 40 plot plot NOUN ajst-31205 22 41 area area NOUN ajst-31205 22 42 , , PUNCT ajst-31205 22 43 planted plant VERB ajst-31205 22 44 crops crop NOUN ajst-31205 22 45 and and CCONJ ajst-31205 22 46 their their PRON ajst-31205 22 47 planting planting NOUN ajst-31205 22 48 conditions condition NOUN ajst-31205 22 49 , , PUNCT ajst-31205 22 50 production production NOUN ajst-31205 22 51 cost cost NOUN ajst-31205 22 52 and and CCONJ ajst-31205 22 53 selling sell VERB ajst-31205 22 54 price price NOUN ajst-31205 22 55 . . PUNCT ajst-31205 23 1 after after ADP ajst-31205 23 2 statistical statistical ADJ ajst-31205 23 3 analysis analysis NOUN ajst-31205 23 4 of of ADP ajst-31205 23 5 these these DET ajst-31205 23 6 data datum NOUN ajst-31205 23 7 , , PUNCT ajst-31205 23 8 it it PRON ajst-31205 23 9 is be AUX ajst-31205 23 10 divided divide VERB ajst-31205 23 11 into into ADP ajst-31205 23 12 the the DET ajst-31205 23 13 following follow VERB ajst-31205 23 14 main main ADJ ajst-31205 23 15 sections section NOUN ajst-31205 23 16 : : PUNCT ajst-31205 23 17 ( ( PUNCT ajst-31205 23 18 1 1 X ajst-31205 23 19 ) ) PUNCT ajst-31205 23 20 cultivated cultivate VERB ajst-31205 23 21 land land NOUN ajst-31205 23 22 type type NOUN ajst-31205 23 23 and and CCONJ ajst-31205 23 24 area area NOUN ajst-31205 23 25 : : PUNCT ajst-31205 23 26 6 6 NUM ajst-31205 23 27 different different ADJ ajst-31205 23 28 types type NOUN ajst-31205 23 29 of of ADP ajst-31205 23 30 cultivated cultivate VERB ajst-31205 23 31 land land NOUN ajst-31205 23 32 were be AUX ajst-31205 23 33 simulated simulate VERB ajst-31205 23 34 , , PUNCT ajst-31205 23 35 with with ADP ajst-31205 23 36 a a DET ajst-31205 23 37 total total NOUN ajst-31205 23 38 of of ADP ajst-31205 23 39 67 67 NUM ajst-31205 23 40 plots plot NOUN ajst-31205 23 41 , , PUNCT ajst-31205 23 42 ranging range VERB ajst-31205 23 43 in in ADP ajst-31205 23 44 area area NOUN ajst-31205 23 45 from from ADP ajst-31205 23 46 0 0 NUM ajst-31205 23 47 . . PROPN ajst-31205 23 48 6 6 NUM ajst-31205 23 49 mu mu NOUN ajst-31205 23 50 to to ADP ajst-31205 23 51 86 86 NUM ajst-31205 23 52 mu mu NOUN ajst-31205 23 53 , , PUNCT ajst-31205 23 54 including include VERB ajst-31205 23 55 six six NUM ajst-31205 23 56 types type NOUN ajst-31205 23 57 of of ADP ajst-31205 23 58 cultivated cultivate VERB ajst-31205 23 59 land land NOUN ajst-31205 23 60 , , PUNCT ajst-31205 23 61 such such ADJ ajst-31205 23 62 as as ADP ajst-31205 23 63 flat flat ADJ ajst-31205 23 64 dry dry ADJ ajst-31205 23 65 land land NOUN ajst-31205 23 66 , , PUNCT ajst-31205 23 67 terraced terrace VERB ajst-31205 23 68 land land NOUN ajst-31205 23 69 , , PUNCT ajst-31205 23 70 hillside hillside NOUN ajst-31205 23 71 land land NOUN ajst-31205 23 72 , , PUNCT ajst-31205 23 73 irrigated irrigated ADJ ajst-31205 23 74 land land NOUN ajst-31205 23 75 , , PUNCT ajst-31205 23 76 ordinary ordinary ADJ ajst-31205 23 77 greenhouses greenhouse NOUN ajst-31205 23 78 and and CCONJ ajst-31205 23 79 smart smart ADJ ajst-31205 23 80 greenhouses greenhouse NOUN ajst-31205 23 81 . . PUNCT ajst-31205 24 1 the the DET ajst-31205 24 2 total total ADJ ajst-31205 24 3 area area NOUN ajst-31205 24 4 of of ADP ajst-31205 24 5 arable arable ADJ ajst-31205 24 6 land land NOUN ajst-31205 24 7 is be AUX ajst-31205 24 8 1253 1253 NUM ajst-31205 24 9 mu mu NOUN ajst-31205 24 10 . . PUNCT ajst-31205 25 1 ( ( PUNCT ajst-31205 25 2 2 2 X ajst-31205 25 3 ) ) PUNCT ajst-31205 25 4 crop crop NOUN ajst-31205 25 5 types type NOUN ajst-31205 25 6 and and CCONJ ajst-31205 25 7 types type NOUN ajst-31205 25 8 : : PUNCT ajst-31205 25 9 a a DET ajst-31205 25 10 total total NOUN ajst-31205 25 11 of of ADP ajst-31205 25 12 41 41 NUM ajst-31205 25 13 crops crop NOUN ajst-31205 25 14 were be AUX ajst-31205 25 15 simulated simulate VERB ajst-31205 25 16 and and CCONJ ajst-31205 25 17 classified classify VERB ajst-31205 25 18 into into ADP ajst-31205 25 19 different different ADJ ajst-31205 25 20 types type NOUN ajst-31205 25 21 of of ADP ajst-31205 25 22 grain grain NOUN ajst-31205 25 23 , , PUNCT ajst-31205 25 24 grain(beans grain(beans PROPN ajst-31205 25 25 ) ) PUNCT ajst-31205 25 26 , , PUNCT ajst-31205 25 27 vegetables vegetable NOUN ajst-31205 25 28 , , PUNCT ajst-31205 25 29 vegetables(beans vegetables(bean NOUN ajst-31205 25 30 ) ) PUNCT ajst-31205 25 31 , , PUNCT ajst-31205 25 32 edible edible ADJ ajst-31205 25 33 fungi fungi PROPN ajst-31205 25 34 , , PUNCT ajst-31205 25 35 etc etc X ajst-31205 25 36 . . X ajst-31205 26 1 ( ( PUNCT ajst-31205 26 2 3 3 X ajst-31205 26 3 ) ) PUNCT ajst-31205 26 4 planting planting NOUN ajst-31205 26 5 season season NOUN ajst-31205 26 6 : : PUNCT ajst-31205 26 7 simulate simulate VERB ajst-31205 26 8 the the DET ajst-31205 26 9 planting planting NOUN ajst-31205 26 10 season season NOUN ajst-31205 26 11 of of ADP ajst-31205 26 12 different different ADJ ajst-31205 26 13 crops crop NOUN ajst-31205 26 14 , , PUNCT ajst-31205 26 15 some some DET ajst-31205 26 16 crops crop NOUN ajst-31205 26 17 can can AUX ajst-31205 26 18 only only ADV ajst-31205 26 19 be be AUX ajst-31205 26 20 planted plant VERB ajst-31205 26 21 in in ADP ajst-31205 26 22 a a DET ajst-31205 26 23 single single ADJ ajst-31205 26 24 season season NOUN ajst-31205 26 25 , , PUNCT ajst-31205 26 26 while while SCONJ ajst-31205 26 27 some some DET ajst-31205 26 28 crops crop NOUN ajst-31205 26 29 can can AUX ajst-31205 26 30 be be AUX ajst-31205 26 31 planted plant VERB ajst-31205 26 32 in in ADP ajst-31205 26 33 two two NUM ajst-31205 26 34 seasons season NOUN ajst-31205 26 35 . . PUNCT ajst-31205 27 1 for for ADP ajst-31205 27 2 example example NOUN ajst-31205 27 3 , , PUNCT ajst-31205 27 4 flat flat ADJ ajst-31205 27 5 drylands dryland NOUN ajst-31205 27 6 , , PUNCT ajst-31205 27 7 terraces terrace NOUN ajst-31205 27 8 and and CCONJ ajst-31205 27 9 hillsides hillside NOUN ajst-31205 27 10 are be AUX ajst-31205 27 11 suitable suitable ADJ ajst-31205 27 12 for for ADP ajst-31205 27 13 growing grow VERB ajst-31205 27 14 food food NOUN ajst-31205 27 15 crops(excluding crops(excluding NOUN ajst-31205 27 16 rice)in rice)in VERB ajst-31205 27 17 a a DET ajst-31205 27 18 single single ADJ ajst-31205 27 19 season season NOUN ajst-31205 27 20 each each DET ajst-31205 27 21 year year NOUN ajst-31205 27 22 , , PUNCT ajst-31205 27 23 while while SCONJ ajst-31205 27 24 ordinary ordinary ADJ ajst-31205 27 25 greenhouses greenhouse NOUN ajst-31205 27 26 and and CCONJ ajst-31205 27 27 smart smart ADJ ajst-31205 27 28 greenhouses greenhouse NOUN ajst-31205 27 29 can can AUX ajst-31205 27 30 grow grow VERB ajst-31205 27 31 vegetable vegetable NOUN ajst-31205 27 32 crops crop NOUN ajst-31205 27 33 in in ADP ajst-31205 27 34 two two NUM ajst-31205 27 35 seasons season NOUN ajst-31205 27 36 . . PUNCT ajst-31205 28 1 64 64 NUM ajst-31205 28 2 ( ( PUNCT ajst-31205 28 3 4 4 X ajst-31205 28 4 ) ) PUNCT ajst-31205 28 5 economic economic ADJ ajst-31205 28 6 indicators indicator NOUN ajst-31205 28 7 : : PUNCT ajst-31205 28 8 there there PRON ajst-31205 28 9 are be VERB ajst-31205 28 10 significant significant ADJ ajst-31205 28 11 differences difference NOUN ajst-31205 28 12 in in ADP ajst-31205 28 13 the the DET ajst-31205 28 14 per per X ajst-31205 28 15 mu mu NOUN ajst-31205 28 16 yield yield NOUN ajst-31205 28 17 , , PUNCT ajst-31205 28 18 planting planting NOUN ajst-31205 28 19 cost cost NOUN ajst-31205 28 20 and and CCONJ ajst-31205 28 21 selling sell VERB ajst-31205 28 22 price price NOUN ajst-31205 28 23 of of ADP ajst-31205 28 24 different different ADJ ajst-31205 28 25 crops crop NOUN ajst-31205 28 26 . . PUNCT ajst-31205 29 1 for for ADP ajst-31205 29 2 the the DET ajst-31205 29 3 same same ADJ ajst-31205 29 4 crop crop NOUN ajst-31205 29 5 , , PUNCT ajst-31205 29 6 the the DET ajst-31205 29 7 economic economic ADJ ajst-31205 29 8 index index NOUN ajst-31205 29 9 of of ADP ajst-31205 29 10 different different ADJ ajst-31205 29 11 cultivated cultivate VERB ajst-31205 29 12 land land NOUN ajst-31205 29 13 types type NOUN ajst-31205 29 14 also also ADV ajst-31205 29 15 showed show VERB ajst-31205 29 16 some some DET ajst-31205 29 17 differences difference NOUN ajst-31205 29 18 . . PUNCT ajst-31205 30 1 3 3 X ajst-31205 30 2 . . X ajst-31205 30 3 model model NOUN ajst-31205 30 4 introduction introduction NOUN ajst-31205 30 5 3.1 3.1 NUM ajst-31205 30 6 . . PUNCT ajst-31205 31 1 simulation simulation NOUN ajst-31205 31 2 rule rule NOUN ajst-31205 31 3 - - PUNCT ajst-31205 31 4 making making NOUN ajst-31205 31 5 in in ADP ajst-31205 31 6 order order NOUN ajst-31205 31 7 to to PART ajst-31205 31 8 optimize optimize VERB ajst-31205 31 9 planting planting NOUN ajst-31205 31 10 structure structure NOUN ajst-31205 31 11 and and CCONJ ajst-31205 31 12 improve improve VERB ajst-31205 31 13 land land NOUN ajst-31205 31 14 use use NOUN ajst-31205 31 15 efficiency efficiency NOUN ajst-31205 31 16 , , PUNCT ajst-31205 31 17 many many ADJ ajst-31205 31 18 constraints constraint NOUN ajst-31205 31 19 should should AUX ajst-31205 31 20 be be AUX ajst-31205 31 21 considered consider VERB ajst-31205 31 22 in in ADP ajst-31205 31 23 crop crop NOUN ajst-31205 31 24 planting planting NOUN ajst-31205 31 25 planning planning NOUN ajst-31205 31 26 . . PUNCT ajst-31205 32 1 the the DET ajst-31205 32 2 main main ADJ ajst-31205 32 3 planting planting NOUN ajst-31205 32 4 constraints constraint NOUN ajst-31205 32 5 are be AUX ajst-31205 32 6 as as SCONJ ajst-31205 32 7 follows follow VERB ajst-31205 32 8 ： ： PUNCT ajst-31205 32 9 ( ( PUNCT ajst-31205 32 10 1 1 X ajst-31205 32 11 ) ) PUNCT ajst-31205 32 12 total total NOUN ajst-31205 32 13 planted plant VERB ajst-31205 32 14 area area NOUN ajst-31205 32 15 limit limit NOUN ajst-31205 32 16 : : PUNCT ajst-31205 32 17 the the DET ajst-31205 32 18 total total ADJ ajst-31205 32 19 planted plant VERB ajst-31205 32 20 area area NOUN ajst-31205 32 21 of of ADP ajst-31205 32 22 all all DET ajst-31205 32 23 crops crop NOUN ajst-31205 32 24 can can AUX ajst-31205 32 25 not not PART ajst-31205 32 26 exceed exceed VERB ajst-31205 32 27 the the DET ajst-31205 32 28 total total ADJ ajst-31205 32 29 planted plant VERB ajst-31205 32 30 area area NOUN ajst-31205 32 31 of of ADP ajst-31205 32 32 the the DET ajst-31205 32 33 land land NOUN ajst-31205 32 34 . . PUNCT ajst-31205 33 1 where where SCONJ ajst-31205 33 2 represents represent VERB ajst-31205 33 3 the the DET ajst-31205 33 4 total total ADJ ajst-31205 33 5 planted plant VERB ajst-31205 33 6 area area NOUN ajst-31205 33 7 of of ADP ajst-31205 33 8 land𝑇 land𝑇 PROPN ajst-31205 33 9 . . PUNCT ajst-31205 34 1 𝑋 𝑋 PROPN ajst-31205 34 2 βˆ™ βˆ™ PROPN ajst-31205 34 3 𝛼 𝛼 PROPN ajst-31205 34 4 𝑇 𝑇 PROPN ajst-31205 34 5 𝑑 𝑑 PROPN ajst-31205 34 6 2𝑛 2𝑛 PROPN ajst-31205 34 7 1 1 NUM ajst-31205 34 8 , , PUNCT ajst-31205 34 9 𝑖 𝑖 PROPN ajst-31205 34 10 16,1 16,1 NUM ajst-31205 34 11 𝑗 𝑗 PROPN ajst-31205 34 12 7 7 NUM ajst-31205 34 13 , , PUNCT ajst-31205 34 14 𝑛 𝑛 DET ajst-31205 34 15 ∈ ∈ NOUN ajst-31205 34 16 𝑁 𝑁 PROPN ajst-31205 34 17 ( ( PUNCT ajst-31205 34 18 1 1 NUM ajst-31205 34 19 ) ) PUNCT ajst-31205 34 20 𝑋 𝑋 PROPN ajst-31205 34 21 βˆ™ βˆ™ PROPN ajst-31205 34 22 𝛼 𝛼 PROPN ajst-31205 34 23 𝑇 𝑇 PROPN ajst-31205 34 24 𝑑 𝑑 PROPN ajst-31205 34 25 𝑛 𝑛 PROPN ajst-31205 34 26 , , PUNCT ajst-31205 34 27 17 17 NUM ajst-31205 34 28 𝑖 𝑖 SYM ajst-31205 34 29 41,7 41,7 NOUN ajst-31205 34 30 𝑗 𝑗 PROPN ajst-31205 34 31 12 12 NUM ajst-31205 34 32 , , PUNCT ajst-31205 34 33 𝑛 𝑛 DET ajst-31205 34 34 ∈ ∈ NOUN ajst-31205 34 35 𝑁 𝑁 PROPN ajst-31205 34 36 Β  Β  SPACE ajst-31205 34 37 ( ( PUNCT ajst-31205 34 38 2 2 NUM ajst-31205 34 39 ) ) PUNCT ajst-31205 34 40 ( ( PUNCT ajst-31205 34 41 2 2 X ajst-31205 34 42 ) ) PUNCT ajst-31205 34 43 bean bean NOUN ajst-31205 34 44 restrictions restriction NOUN ajst-31205 34 45 : : PUNCT ajst-31205 34 46 to to PART ajst-31205 34 47 protect protect VERB ajst-31205 34 48 the the DET ajst-31205 34 49 quality quality NOUN ajst-31205 34 50 of of ADP ajst-31205 34 51 the the DET ajst-31205 34 52 land land NOUN ajst-31205 34 53 , , PUNCT ajst-31205 34 54 plant plant NOUN ajst-31205 34 55 bean bean NOUN ajst-31205 34 56 crops crop NOUN ajst-31205 34 57 at at ADP ajst-31205 34 58 least least ADJ ajst-31205 34 59 once once ADV ajst-31205 34 60 in in ADP ajst-31205 34 61 three three NUM ajst-31205 34 62 years year NOUN ajst-31205 34 63 . . PUNCT ajst-31205 35 1 where where SCONJ ajst-31205 35 2 represents represent VERB ajst-31205 35 3 the the DET ajst-31205 35 4 area area NOUN ajst-31205 35 5 of of ADP ajst-31205 35 6 the the DET ajst-31205 35 7 number number NOUN ajst-31205 35 8 of of ADP ajst-31205 35 9 the the DET ajst-31205 35 10 land land NOUN ajst-31205 35 11 type type NOUN ajst-31205 35 12 . . PUNCT ajst-31205 36 1 𝛼𝑖𝑗 𝛼𝑖𝑗 NOUN ajst-31205 37 1 βˆ™ βˆ™ PROPN ajst-31205 37 2 𝑋 𝑋 PROPN ajst-31205 37 3 5 5 NUM ajst-31205 37 4 1 1 NUM ajst-31205 37 5 π‘š π‘š ADP ajst-31205 37 6 5 5 NUM ajst-31205 37 7 1 1 NUM ajst-31205 37 8 𝑗 𝑗 PROPN ajst-31205 37 9 6 6 NUM ajst-31205 37 10 ( ( PUNCT ajst-31205 37 11 3 3 NUM ajst-31205 37 12 ) ) PUNCT ajst-31205 37 13 𝛼𝑖𝑗 𝛼𝑖𝑗 NOUN ajst-31205 37 14 βˆ™ βˆ™ PROPN ajst-31205 37 15 𝑋 𝑋 PROPN ajst-31205 37 16 19 19 NUM ajst-31205 37 17 17 17 NUM ajst-31205 37 18 π‘š π‘š PROPN ajst-31205 37 19 5 5 NUM ajst-31205 37 20 7 7 NUM ajst-31205 37 21 𝑗 𝑗 PROPN ajst-31205 37 22 12 12 NUM ajst-31205 37 23 Β  Β  SPACE ajst-31205 37 24 ( ( PUNCT ajst-31205 37 25 4 4 NUM ajst-31205 37 26 ) ) PUNCT ajst-31205 37 27 ( ( PUNCT ajst-31205 37 28 3 3 X ajst-31205 37 29 ) ) PUNCT ajst-31205 37 30 avoid avoid VERB ajst-31205 37 31 recropping recroppe VERB ajst-31205 37 32 : : PUNCT ajst-31205 37 33 the the DET ajst-31205 37 34 same same ADJ ajst-31205 37 35 crop crop NOUN ajst-31205 37 36 can can AUX ajst-31205 37 37 not not PART ajst-31205 37 38 be be AUX ajst-31205 37 39 continuously continuously ADV ajst-31205 37 40 planted plant VERB ajst-31205 37 41 on on ADP ajst-31205 37 42 the the DET ajst-31205 37 43 same same ADJ ajst-31205 37 44 land land NOUN ajst-31205 37 45 to to PART ajst-31205 37 46 prevent prevent VERB ajst-31205 37 47 excessive excessive ADJ ajst-31205 37 48 depletion depletion NOUN ajst-31205 37 49 of of ADP ajst-31205 37 50 soil soil NOUN ajst-31205 37 51 fertility fertility NOUN ajst-31205 37 52 and and CCONJ ajst-31205 37 53 the the DET ajst-31205 37 54 accumulation accumulation NOUN ajst-31205 37 55 of of ADP ajst-31205 37 56 pests pest NOUN ajst-31205 37 57 and and CCONJ ajst-31205 37 58 diseases disease NOUN ajst-31205 37 59 . . PUNCT ajst-31205 38 1 𝑋 𝑋 PROPN ajst-31205 38 2 𝑋 𝑋 PROPN ajst-31205 38 3 2 2 NUM ajst-31205 38 4 1 1 NUM ajst-31205 38 5 𝑖 𝑖 SYM ajst-31205 38 6 16 16 NUM ajst-31205 38 7 ( ( PUNCT ajst-31205 38 8 5 5 NUM ajst-31205 38 9 ) ) PUNCT ajst-31205 38 10 𝑋 𝑋 NOUN ajst-31205 38 11 𝑋 𝑋 PROPN ajst-31205 38 12 1 1 NUM ajst-31205 38 13 17 17 NUM ajst-31205 38 14 𝑖 𝑖 SYM ajst-31205 38 15 41 41 NUM ajst-31205 38 16 Β  Β  SPACE ajst-31205 38 17 ( ( PUNCT ajst-31205 38 18 6 6 NUM ajst-31205 38 19 ) ) PUNCT ajst-31205 38 20 ( ( PUNCT ajst-31205 38 21 4 4 X ajst-31205 38 22 ) ) PUNCT ajst-31205 38 23 rice rice NOUN ajst-31205 38 24 planting planting NOUN ajst-31205 38 25 restrictions restriction NOUN ajst-31205 38 26 : : PUNCT ajst-31205 38 27 rice rice NOUN ajst-31205 38 28 can can AUX ajst-31205 38 29 only only ADV ajst-31205 38 30 be be AUX ajst-31205 38 31 grown grow VERB ajst-31205 38 32 for for ADP ajst-31205 38 33 one one NUM ajst-31205 38 34 season season NOUN ajst-31205 38 35 to to PART ajst-31205 38 36 meet meet VERB ajst-31205 38 37 the the DET ajst-31205 38 38 requirements requirement NOUN ajst-31205 38 39 of of ADP ajst-31205 38 40 its its PRON ajst-31205 38 41 growth growth NOUN ajst-31205 38 42 cycle cycle NOUN ajst-31205 38 43 and and CCONJ ajst-31205 38 44 climatic climatic ADJ ajst-31205 38 45 conditions condition NOUN ajst-31205 38 46 . . PUNCT ajst-31205 39 1 𝑋 𝑋 NOUN ajst-31205 39 2 1 1 NUM ajst-31205 39 3 0 0 NUM ajst-31205 39 4 𝑖 𝑖 NUM ajst-31205 39 5 16,7 16,7 NUM ajst-31205 39 6 𝑗 𝑗 PROPN ajst-31205 39 7 8 8 NUM ajst-31205 39 8 , , PUNCT ajst-31205 39 9 𝑑 𝑑 X ajst-31205 39 10 𝑛 𝑛 PROPN ajst-31205 39 11 , , PUNCT ajst-31205 39 12 𝑛 𝑛 PRON ajst-31205 39 13 ∈ ∈ NOUN ajst-31205 39 14 𝑁 𝑁 PROPN ajst-31205 39 15 ( ( PUNCT ajst-31205 39 16 7 7 NUM ajst-31205 39 17 ) ) PUNCT ajst-31205 39 18 ( ( PUNCT ajst-31205 39 19 5 5 X ajst-31205 39 20 ) ) PUNCT ajst-31205 39 21 planting planting NOUN ajst-31205 39 22 can can AUX ajst-31205 39 23 not not PART ajst-31205 39 24 be be AUX ajst-31205 39 25 scattered scatter VERB ajst-31205 39 26 : : PUNCT ajst-31205 39 27 crop crop NOUN ajst-31205 39 28 planting planting NOUN ajst-31205 39 29 should should AUX ajst-31205 39 30 be be AUX ajst-31205 39 31 centralized centralize VERB ajst-31205 39 32 and and CCONJ ajst-31205 39 33 avoid avoid VERB ajst-31205 39 34 scattered scatter VERB ajst-31205 39 35 distribution distribution NOUN ajst-31205 39 36 to to PART ajst-31205 39 37 improve improve VERB ajst-31205 39 38 management management NOUN ajst-31205 39 39 and and CCONJ ajst-31205 39 40 harvest harvest NOUN ajst-31205 39 41 efficiency efficiency NOUN ajst-31205 39 42 . . PUNCT ajst-31205 40 1 𝑦 𝑦 X ajst-31205 40 2 βˆ‘ βˆ‘ PUNCT ajst-31205 40 3 𝑋 𝑋 PROPN ajst-31205 40 4 π‘šπ‘–π‘›π‘— π‘šπ‘–π‘›π‘— VERB ajst-31205 40 5 1 1 NUM ajst-31205 40 6 ( ( PUNCT ajst-31205 40 7 8) 8) NUM ajst-31205 40 8 ( ( PUNCT ajst-31205 40 9 6 6 NUM ajst-31205 40 10 ) ) PUNCT ajst-31205 40 11 the the DET ajst-31205 40 12 planting planting NOUN ajst-31205 40 13 area area NOUN ajst-31205 40 14 should should AUX ajst-31205 40 15 not not PART ajst-31205 40 16 be be AUX ajst-31205 40 17 too too ADV ajst-31205 40 18 small small ADJ ajst-31205 40 19 : : PUNCT ajst-31205 40 20 ensure ensure VERB ajst-31205 40 21 that that SCONJ ajst-31205 40 22 in in ADP ajst-31205 40 23 the the DET ajst-31205 40 24 plot plot NOUN ajst-31205 40 25 of of ADP ajst-31205 40 26 land land NOUN ajst-31205 40 27 type type NOUN ajst-31205 40 28 , , PUNCT ajst-31205 40 29 number number NOUN ajst-31205 40 30 , , PUNCT ajst-31205 40 31 the the DET ajst-31205 40 32 crop crop NOUN ajst-31205 40 33 area area NOUN ajst-31205 40 34 is be AUX ajst-31205 40 35 more more ADJ ajst-31205 40 36 than than ADP ajst-31205 40 37 25%of 25%of NOUN ajst-31205 40 38 the the DET ajst-31205 40 39 plot plot NOUN ajst-31205 40 40 𝑋 𝑋 NOUN ajst-31205 40 41 π‘š π‘š ADP ajst-31205 40 42 βˆ™ βˆ™ PROPN ajst-31205 40 43 0.75 0.75 NUM ajst-31205 40 44 ( ( PUNCT ajst-31205 40 45 9 9 NUM ajst-31205 40 46 ) ) PUNCT ajst-31205 40 47 3.2 3.2 NUM ajst-31205 40 48 . . PUNCT ajst-31205 41 1 robust robust ADJ ajst-31205 41 2 optimization optimization NOUN ajst-31205 41 3 robust robust ADJ ajst-31205 41 4 optimization optimization NOUN ajst-31205 41 5 is be AUX ajst-31205 41 6 an an DET ajst-31205 41 7 important important ADJ ajst-31205 41 8 method method NOUN ajst-31205 41 9 to to PART ajst-31205 41 10 deal deal VERB ajst-31205 41 11 with with ADP ajst-31205 41 12 uncertain uncertain ADJ ajst-31205 41 13 optimization optimization NOUN ajst-31205 41 14 problems problem NOUN ajst-31205 41 15 . . PUNCT ajst-31205 42 1 different different ADJ ajst-31205 42 2 from from ADP ajst-31205 42 3 traditional traditional ADJ ajst-31205 42 4 optimization optimization NOUN ajst-31205 42 5 methods method NOUN ajst-31205 42 6 , , PUNCT ajst-31205 42 7 robust robust ADJ ajst-31205 42 8 optimization optimization NOUN ajst-31205 42 9 considers consider VERB ajst-31205 42 10 the the DET ajst-31205 42 11 fluctuation fluctuation NOUN ajst-31205 42 12 of of ADP ajst-31205 42 13 uncertain uncertain ADJ ajst-31205 42 14 parameters parameter NOUN ajst-31205 42 15 , , PUNCT ajst-31205 42 16 aiming aim VERB ajst-31205 42 17 to to PART ajst-31205 42 18 find find VERB ajst-31205 42 19 the the DET ajst-31205 42 20 optimal optimal ADJ ajst-31205 42 21 solution solution NOUN ajst-31205 42 22 and and CCONJ ajst-31205 42 23 improve improve VERB ajst-31205 42 24 the the DET ajst-31205 42 25 stability stability NOUN ajst-31205 42 26 and and CCONJ ajst-31205 42 27 reliability reliability NOUN ajst-31205 42 28 of of ADP ajst-31205 42 29 the the DET ajst-31205 42 30 solution solution NOUN ajst-31205 42 31 . . PUNCT ajst-31205 43 1 the the DET ajst-31205 43 2 goal goal NOUN ajst-31205 43 3 is be AUX ajst-31205 43 4 to to PART ajst-31205 43 5 optimize optimize VERB ajst-31205 43 6 decisions decision NOUN ajst-31205 43 7 that that PRON ajst-31205 43 8 still still ADV ajst-31205 43 9 perform perform VERB ajst-31205 43 10 well well ADV ajst-31205 43 11 in in ADP ajst-31205 43 12 the the DET ajst-31205 43 13 worst bad ADJ ajst-31205 43 14 case case NOUN ajst-31205 43 15 [ [ X ajst-31205 43 16 7 7 NUM ajst-31205 43 17 ] ] PUNCT ajst-31205 43 18 . . PUNCT ajst-31205 44 1 suppose suppose VERB ajst-31205 44 2 we we PRON ajst-31205 44 3 have have VERB ajst-31205 44 4 a a DET ajst-31205 44 5 standard standard ADJ ajst-31205 44 6 linear linear ADJ ajst-31205 44 7 programming programming NOUN ajst-31205 44 8 optimization optimization NOUN ajst-31205 44 9 problem problem NOUN ajst-31205 44 10 where where SCONJ ajst-31205 44 11 we we PRON ajst-31205 44 12 want want VERB ajst-31205 44 13 to to PART ajst-31205 44 14 solve solve VERB ajst-31205 44 15 the the DET ajst-31205 44 16 optimal optimal ADJ ajst-31205 44 17 solution solution NOUN ajst-31205 44 18 x x PUNCT ajst-31205 44 19 under under ADP ajst-31205 44 20 the the DET ajst-31205 44 21 influence influence NOUN ajst-31205 44 22 of of ADP ajst-31205 44 23 an an DET ajst-31205 44 24 uncertain uncertain ADJ ajst-31205 44 25 parameter parameter NOUN ajst-31205 44 26 u. u. VERB ajst-31205 44 27 the the DET ajst-31205 44 28 format format NOUN ajst-31205 44 29 of of ADP ajst-31205 44 30 the the DET ajst-31205 44 31 standard standard ADJ ajst-31205 44 32 optimization optimization NOUN ajst-31205 44 33 problem problem NOUN ajst-31205 44 34 is be AUX ajst-31205 44 35 : : PUNCT ajst-31205 44 36 π‘šπ‘–π‘› π‘šπ‘–π‘› PROPN ajst-31205 44 37 𝑐 𝑐 NOUN ajst-31205 44 38 π‘₯ π‘₯ PROPN ajst-31205 44 39 s. s. PROPN ajst-31205 44 40 t.ax t.ax PROPN ajst-31205 44 41 b b PROPN ajst-31205 44 42 , , PUNCT ajst-31205 44 43 x x PROPN ajst-31205 44 44 0 0 NUM ajst-31205 44 45 , , PUNCT ajst-31205 44 46 ( ( PUNCT ajst-31205 44 47 10 10 NUM ajst-31205 44 48 ) ) PUNCT ajst-31205 44 49 considering consider VERB ajst-31205 44 50 the the DET ajst-31205 44 51 index index NOUN ajst-31205 44 52 fluctuation fluctuation NOUN ajst-31205 44 53 in in ADP ajst-31205 44 54 the the DET ajst-31205 44 55 real real ADJ ajst-31205 44 56 situation situation NOUN ajst-31205 44 57 , , PUNCT ajst-31205 44 58 the the DET ajst-31205 44 59 data data NOUN ajst-31205 44 60 conditions condition NOUN ajst-31205 44 61 are be AUX ajst-31205 44 62 further far ADV ajst-31205 44 63 constrained constrain VERB ajst-31205 44 64 to to PART ajst-31205 44 65 simulate simulate VERB ajst-31205 44 66 the the DET ajst-31205 44 67 changes change NOUN ajst-31205 44 68 that that PRON ajst-31205 44 69 can can AUX ajst-31205 44 70 occur occur VERB ajst-31205 44 71 in in ADP ajst-31205 44 72 the the DET ajst-31205 44 73 future future NOUN ajst-31205 44 74 expected expect VERB ajst-31205 44 75 sales sale NOUN ajst-31205 44 76 volume volume NOUN ajst-31205 44 77 , , PUNCT ajst-31205 44 78 per per ADP ajst-31205 44 79 mu mu NOUN ajst-31205 44 80 yield yield NOUN ajst-31205 44 81 , , PUNCT ajst-31205 44 82 planting planting NOUN ajst-31205 44 83 cost cost NOUN ajst-31205 44 84 and and CCONJ ajst-31205 44 85 selling sell VERB ajst-31205 44 86 price price NOUN ajst-31205 44 87 . . PUNCT ajst-31205 45 1 ( ( PUNCT ajst-31205 45 2 1 1 X ajst-31205 45 3 ) ) PUNCT ajst-31205 45 4 future future ADJ ajst-31205 45 5 sales sale NOUN ajst-31205 45 6 of of ADP ajst-31205 45 7 wheat wheat NOUN ajst-31205 45 8 and and CCONJ ajst-31205 45 9 corn corn NOUN ajst-31205 45 10 are be AUX ajst-31205 45 11 expected expect VERB ajst-31205 45 12 to to PART ajst-31205 45 13 grow grow VERB ajst-31205 45 14 between between ADP ajst-31205 45 15 5 5 NUM ajst-31205 45 16 % % NOUN ajst-31205 45 17 and and CCONJ ajst-31205 45 18 10 10 NUM ajst-31205 45 19 % % NOUN ajst-31205 45 20 a a DET ajst-31205 45 21 year year NOUN ajst-31205 45 22 . . PUNCT ajst-31205 46 1 𝑆 𝑆 PROPN ajst-31205 46 2 ∈ ∈ PROPN ajst-31205 46 3 1.05𝛼 1.05𝛼 NUM ajst-31205 46 4 𝑆 𝑆 PROPN ajst-31205 46 5 , , PUNCT ajst-31205 46 6 1.1𝛼 1.1𝛼 PROPN ajst-31205 46 7 𝑆 𝑆 PROPN ajst-31205 46 8 2 2 NUM ajst-31205 46 9 𝑖 𝑖 SYM ajst-31205 46 10 6,7 6,7 NUM ajst-31205 46 11 ( ( PUNCT ajst-31205 46 12 11 11 NUM ajst-31205 46 13 ) ) PUNCT ajst-31205 46 14 where where SCONJ ajst-31205 46 15 represents represent VERB ajst-31205 46 16 the the DET ajst-31205 46 17 normal normal ADJ ajst-31205 46 18 sales sale NOUN ajst-31205 46 19 of of ADP ajst-31205 46 20 the the DET ajst-31205 46 21 crop crop NOUN ajst-31205 46 22 on on ADP ajst-31205 46 23 the the DET ajst-31205 46 24 land land NOUN ajst-31205 46 25 type type NOUN ajst-31205 46 26 in in ADP ajst-31205 46 27 the the DET ajst-31205 46 28 quarter quarter NOUN ajst-31205 46 29 , , PUNCT ajst-31205 46 30 and and CCONJ ajst-31205 46 31 represents represent VERB ajst-31205 46 32 the the DET ajst-31205 46 33 variable variable ADJ ajst-31205 46 34 0 0 NUM ajst-31205 46 35 - - SYM ajst-31205 46 36 1 1 NUM ajst-31205 46 37 , , PUNCT ajst-31205 46 38 indicating indicate VERB ajst-31205 46 39 whether whether SCONJ ajst-31205 46 40 the the DET ajst-31205 46 41 crop crop NOUN ajst-31205 46 42 can can AUX ajst-31205 46 43 be be AUX ajst-31205 46 44 planted plant VERB ajst-31205 46 45 on on ADP ajst-31205 46 46 the the DET ajst-31205 46 47 land land NOUN ajst-31205 46 48 type type NOUN ajst-31205 46 49 . . PUNCT ajst-31205 47 1 ( ( PUNCT ajst-31205 47 2 2 2 X ajst-31205 47 3 ) ) PUNCT ajst-31205 47 4 other other ADJ ajst-31205 47 5 crop crop NOUN ajst-31205 47 6 sales sale NOUN ajst-31205 47 7 are be AUX ajst-31205 47 8 expected expect VERB ajst-31205 47 9 to to PART ajst-31205 47 10 change change VERB ajst-31205 47 11 Β±5 Β±5 NOUN ajst-31205 47 12 % % NOUN ajst-31205 47 13 relative relative ADJ ajst-31205 47 14 to to ADP ajst-31205 47 15 2023 2023 NUM ajst-31205 47 16 𝑆 𝑆 PROPN ajst-31205 47 17 ∈ ∈ PROPN ajst-31205 47 18 0.95𝛼 0.95𝛼 X ajst-31205 47 19 𝑆 𝑆 PROPN ajst-31205 47 20 , , PUNCT ajst-31205 47 21 1.05𝛼 1.05𝛼 NUM ajst-31205 47 22 𝑆 𝑆 PROPN ajst-31205 47 23 2 2 NUM ajst-31205 47 24 𝑖 𝑖 SYM ajst-31205 47 25 6,7 6,7 NUM ajst-31205 47 26 ( ( PUNCT ajst-31205 47 27 12 12 NUM ajst-31205 47 28 ) ) PUNCT ajst-31205 47 29 where where SCONJ ajst-31205 47 30 represents represent VERB ajst-31205 47 31 the the DET ajst-31205 47 32 normal normal ADJ ajst-31205 47 33 sales sale NOUN ajst-31205 47 34 of of ADP ajst-31205 47 35 the the DET ajst-31205 47 36 crop crop NOUN ajst-31205 47 37 in in ADP ajst-31205 47 38 the the DET ajst-31205 47 39 land land NOUN ajst-31205 47 40 type type NOUN ajst-31205 47 41 in in ADP ajst-31205 47 42 the the DET ajst-31205 47 43 quarter quarter NOUN ajst-31205 47 44 . . PUNCT ajst-31205 48 1 ( ( PUNCT ajst-31205 48 2 3 3 X ajst-31205 48 3 ) ) PUNCT ajst-31205 48 4 the the DET ajst-31205 48 5 yield yield NOUN ajst-31205 48 6 of of ADP ajst-31205 48 7 crops crop NOUN ajst-31205 48 8 per per ADP ajst-31205 48 9 mu mu NOUN ajst-31205 48 10 varies vary VERB ajst-31205 48 11 by by ADP ajst-31205 48 12 Β±10 Β±10 NOUN ajst-31205 48 13 % % NOUN ajst-31205 48 14 per per ADP ajst-31205 48 15 year year NOUN ajst-31205 48 16 under under ADP ajst-31205 48 17 the the DET ajst-31205 48 18 influence influence NOUN ajst-31205 48 19 of of ADP ajst-31205 48 20 climate climate NOUN ajst-31205 48 21 𝑙 𝑙 X ajst-31205 48 22 ∈ ∈ PROPN ajst-31205 49 1 1.05𝛼 1.05𝛼 NUM ajst-31205 49 2 𝑙 𝑙 NOUN ajst-31205 49 3 , , PUNCT ajst-31205 49 4 1.1𝛼 1.1𝛼 PROPN ajst-31205 49 5 𝑙 𝑙 SYM ajst-31205 49 6 2 2 NUM ajst-31205 49 7 1 1 NUM ajst-31205 49 8 𝑖 𝑖 SYM ajst-31205 49 9 41 41 NUM ajst-31205 49 10 ( ( PUNCT ajst-31205 49 11 13 13 NUM ajst-31205 49 12 ) ) PUNCT ajst-31205 49 13 represents represent VERB ajst-31205 49 14 the the DET ajst-31205 49 15 yield yield NOUN ajst-31205 49 16 per per ADP ajst-31205 49 17 mu mu NOUN ajst-31205 49 18 of of ADP ajst-31205 49 19 the the DET ajst-31205 49 20 crop crop NOUN ajst-31205 49 21 in in ADP ajst-31205 49 22 the the DET ajst-31205 49 23 land land NOUN ajst-31205 49 24 type type NOUN ajst-31205 49 25 in in ADP ajst-31205 49 26 the the DET ajst-31205 49 27 quarter quarter NOUN ajst-31205 49 28 . . PUNCT ajst-31205 50 1 ( ( PUNCT ajst-31205 50 2 4 4 X ajst-31205 50 3 ) ) PUNCT ajst-31205 50 4 crop crop NOUN ajst-31205 50 5 costs cost NOUN ajst-31205 50 6 are be AUX ajst-31205 50 7 rising rise VERB ajst-31205 50 8 by by ADP ajst-31205 50 9 about about ADV ajst-31205 50 10 5 5 NUM ajst-31205 50 11 % % NOUN ajst-31205 50 12 a a DET ajst-31205 50 13 year year NOUN ajst-31205 50 14 𝐢 𝐢 PROPN ajst-31205 50 15 1.05𝛼 1.05𝛼 NUM ajst-31205 50 16 𝐢 𝐢 PROPN ajst-31205 50 17 2 2 NUM ajst-31205 50 18 1 1 NUM ajst-31205 50 19 𝑖 𝑖 SYM ajst-31205 50 20 41 41 NUM ajst-31205 50 21 ( ( PUNCT ajst-31205 50 22 14 14 NUM ajst-31205 50 23 ) ) PUNCT ajst-31205 50 24 represents represent VERB ajst-31205 50 25 the the DET ajst-31205 50 26 cost cost NOUN ajst-31205 50 27 of of ADP ajst-31205 50 28 planting plant VERB ajst-31205 50 29 the the DET ajst-31205 50 30 crop crop NOUN ajst-31205 50 31 on on ADP ajst-31205 50 32 the the DET ajst-31205 50 33 65 65 NUM ajst-31205 50 34 land land NOUN ajst-31205 50 35 type type NOUN ajst-31205 50 36 in in ADP ajst-31205 50 37 quarter quarter NOUN ajst-31205 50 38 . . PUNCT ajst-31205 51 1 ( ( PUNCT ajst-31205 51 2 5 5 X ajst-31205 51 3 ) ) PUNCT ajst-31205 51 4 the the DET ajst-31205 51 5 selling sell VERB ajst-31205 51 6 prices price NOUN ajst-31205 51 7 of of ADP ajst-31205 51 8 grain grain NOUN ajst-31205 51 9 are be AUX ajst-31205 51 10 basically basically ADV ajst-31205 51 11 stable stable ADJ ajst-31205 51 12 , , PUNCT ajst-31205 51 13 and and CCONJ ajst-31205 51 14 the the DET ajst-31205 51 15 selling sell VERB ajst-31205 51 16 prices price NOUN ajst-31205 51 17 of of ADP ajst-31205 51 18 vegetables vegetable NOUN ajst-31205 51 19 and and CCONJ ajst-31205 51 20 plants plant NOUN ajst-31205 51 21 increase increase VERB ajst-31205 51 22 by by ADP ajst-31205 51 23 about about ADV ajst-31205 51 24 5 5 NUM ajst-31205 51 25 % % NOUN ajst-31205 51 26 on on ADP ajst-31205 51 27 average average ADJ ajst-31205 51 28 every every DET ajst-31205 51 29 year year NOUN ajst-31205 51 30 𝑅 𝑅 PROPN ajst-31205 51 31 𝛼 𝛼 PROPN ajst-31205 51 32 𝑅 𝑅 PROPN ajst-31205 51 33 2 2 NUM ajst-31205 51 34 1 1 NUM ajst-31205 51 35 𝑖 𝑖 SYM ajst-31205 51 36 16 16 NUM ajst-31205 51 37 ( ( PUNCT ajst-31205 51 38 15 15 NUM ajst-31205 51 39 ) ) PUNCT ajst-31205 51 40 𝑅 𝑅 PROPN ajst-31205 51 41 1.05𝛼 1.05𝛼 PROPN ajst-31205 51 42 𝑅 𝑅 PROPN ajst-31205 51 43 2 2 NUM ajst-31205 51 44 16 16 NUM ajst-31205 51 45 𝑖 𝑖 SYM ajst-31205 51 46 37 37 NUM ajst-31205 51 47 Β  Β  SPACE ajst-31205 51 48 ( ( PUNCT ajst-31205 51 49 16 16 NUM ajst-31205 51 50 ) ) PUNCT ajst-31205 51 51 represents represent VERB ajst-31205 51 52 the the DET ajst-31205 51 53 sale sale NOUN ajst-31205 51 54 price price NOUN ajst-31205 51 55 of of ADP ajst-31205 51 56 the the DET ajst-31205 51 57 crop crop NOUN ajst-31205 51 58 in in ADP ajst-31205 51 59 the the DET ajst-31205 51 60 land land NOUN ajst-31205 51 61 type type NOUN ajst-31205 51 62 in in ADP ajst-31205 51 63 the the DET ajst-31205 51 64 quarter quarter NOUN ajst-31205 51 65 . . PUNCT ajst-31205 52 1 ( ( PUNCT ajst-31205 52 2 6 6 X ajst-31205 52 3 ) ) PUNCT ajst-31205 52 4 the the DET ajst-31205 52 5 sales sale NOUN ajst-31205 52 6 price price NOUN ajst-31205 52 7 of of ADP ajst-31205 52 8 edible edible ADJ ajst-31205 52 9 fungi fungus NOUN ajst-31205 52 10 has have AUX ajst-31205 52 11 decreased decrease VERB ajst-31205 52 12 steadily steadily ADV ajst-31205 52 13 , , PUNCT ajst-31205 52 14 and and CCONJ ajst-31205 52 15 the the DET ajst-31205 52 16 price price NOUN ajst-31205 52 17 has have AUX ajst-31205 52 18 been be AUX ajst-31205 52 19 reduced reduce VERB ajst-31205 52 20 by by ADP ajst-31205 52 21 1 1 NUM ajst-31205 52 22 % % NOUN ajst-31205 52 23 to to PART ajst-31205 52 24 5 5 NUM ajst-31205 52 25 % % NOUN ajst-31205 52 26 every every DET ajst-31205 52 27 year year NOUN ajst-31205 53 1 𝑅 𝑅 PROPN ajst-31205 53 2 ∈ ∈ PROPN ajst-31205 53 3 0.95𝛼 0.95𝛼 PROPN ajst-31205 53 4 𝑅 𝑅 PROPN ajst-31205 53 5 , , PUNCT ajst-31205 53 6 1.01𝛼 1.01𝛼 PROPN ajst-31205 53 7 𝑅 𝑅 PROPN ajst-31205 53 8 2 2 NUM ajst-31205 53 9 37 37 NUM ajst-31205 53 10 𝑖 𝑖 SYM ajst-31205 53 11 40 40 NUM ajst-31205 53 12 Β  Β  SPACE ajst-31205 53 13 ( ( PUNCT ajst-31205 53 14 17 17 NUM ajst-31205 53 15 ) ) PUNCT ajst-31205 53 16 ( ( PUNCT ajst-31205 53 17 7 7 X ajst-31205 53 18 ) ) PUNCT ajst-31205 53 19 the the DET ajst-31205 53 20 price price NOUN ajst-31205 53 21 of of ADP ajst-31205 53 22 morels morel NOUN ajst-31205 53 23 is be AUX ajst-31205 53 24 falling fall VERB ajst-31205 53 25 by by ADP ajst-31205 53 26 5 5 NUM ajst-31205 53 27 % % NOUN ajst-31205 53 28 a a DET ajst-31205 53 29 year year NOUN ajst-31205 53 30 𝑅 𝑅 PROPN ajst-31205 53 31 0.95𝛼 0.95𝛼 PROPN ajst-31205 53 32 𝑅 𝑅 PROPN ajst-31205 53 33 2 2 NUM ajst-31205 53 34 𝑖 𝑖 SYM ajst-31205 53 35 41 41 NUM ajst-31205 53 36 Β  Β  SPACE ajst-31205 53 37 ( ( PUNCT ajst-31205 53 38 18 18 NUM ajst-31205 53 39 ) ) PUNCT ajst-31205 53 40 combine combine VERB ajst-31205 53 41 the the DET ajst-31205 53 42 constraint constraint NOUN ajst-31205 53 43 conditions condition NOUN ajst-31205 53 44 with with ADP ajst-31205 53 45 the the DET ajst-31205 53 46 formula formula NOUN ajst-31205 53 47 of of ADP ajst-31205 53 48 the the DET ajst-31205 53 49 robust robust ADJ ajst-31205 53 50 algorithm algorithm NOUN ajst-31205 53 51 , , PUNCT ajst-31205 53 52 and and CCONJ ajst-31205 53 53 determine determine VERB ajst-31205 53 54 the the DET ajst-31205 53 55 objective objective ADJ ajst-31205 53 56 function function NOUN ajst-31205 53 57 formula formula NOUN ajst-31205 53 58 as as SCONJ ajst-31205 53 59 follows follow VERB ajst-31205 53 60 : : PUNCT ajst-31205 53 61 𝑍 𝑍 PROPN ajst-31205 53 62 𝑅 𝑅 PROPN ajst-31205 53 63 𝛼 𝛼 PROPN ajst-31205 53 64 𝑆 𝑆 PROPN ajst-31205 53 65 𝐢 𝐢 PROPN ajst-31205 53 66 𝛼 𝛼 PROPN ajst-31205 53 67 𝑋 𝑋 PROPN ajst-31205 53 68 1 1 NUM ajst-31205 53 69 Β  Β  SPACE ajst-31205 53 70 ( ( PUNCT ajst-31205 53 71 19 19 NUM ajst-31205 53 72 ) ) PUNCT ajst-31205 53 73 3.3 3.3 NUM ajst-31205 53 74 . . PUNCT ajst-31205 54 1 genetic genetic ADJ ajst-31205 54 2 algorithm algorithm NOUN ajst-31205 54 3 the the DET ajst-31205 54 4 robust robust ADJ ajst-31205 54 5 optimization optimization NOUN ajst-31205 54 6 technique technique NOUN ajst-31205 54 7 aims aim VERB ajst-31205 54 8 to to PART ajst-31205 54 9 find find VERB ajst-31205 54 10 an an DET ajst-31205 54 11 optimal optimal ADJ ajst-31205 54 12 solution solution NOUN ajst-31205 54 13 that that PRON ajst-31205 54 14 can can AUX ajst-31205 54 15 maintain maintain VERB ajst-31205 54 16 good good ADJ ajst-31205 54 17 performance performance NOUN ajst-31205 54 18 in in ADP ajst-31205 54 19 all all DET ajst-31205 54 20 possible possible ADJ ajst-31205 54 21 scenarios scenario NOUN ajst-31205 54 22 under under ADP ajst-31205 54 23 the the DET ajst-31205 54 24 condition condition NOUN ajst-31205 54 25 of of ADP ajst-31205 54 26 parameter parameter NOUN ajst-31205 54 27 uncertainty uncertainty NOUN ajst-31205 54 28 or or CCONJ ajst-31205 54 29 external external ADJ ajst-31205 54 30 environment environment NOUN ajst-31205 54 31 disturbance disturbance NOUN ajst-31205 54 32 . . PUNCT ajst-31205 55 1 in in ADP ajst-31205 55 2 this this DET ajst-31205 55 3 model model NOUN ajst-31205 55 4 , , PUNCT ajst-31205 55 5 the the DET ajst-31205 55 6 planting planting NOUN ajst-31205 55 7 operation operation NOUN ajst-31205 55 8 arrangement arrangement NOUN ajst-31205 55 9 is be AUX ajst-31205 55 10 optimized optimize VERB ajst-31205 55 11 by by ADP ajst-31205 55 12 considering consider VERB ajst-31205 55 13 the the DET ajst-31205 55 14 total total ADJ ajst-31205 55 15 profit profit NOUN ajst-31205 55 16 in in ADP ajst-31205 55 17 the the DET ajst-31205 55 18 worst bad ADJ ajst-31205 55 19 case case NOUN ajst-31205 55 20 , , PUNCT ajst-31205 55 21 so so SCONJ ajst-31205 55 22 that that SCONJ ajst-31205 55 23 the the DET ajst-31205 55 24 model model NOUN ajst-31205 55 25 can can AUX ajst-31205 55 26 achieve achieve VERB ajst-31205 55 27 the the DET ajst-31205 55 28 optimal optimal ADJ ajst-31205 55 29 solution solution NOUN ajst-31205 55 30 in in ADP ajst-31205 55 31 all all DET ajst-31205 55 32 possible possible ADJ ajst-31205 55 33 scenarios scenario NOUN ajst-31205 55 34 . . PUNCT ajst-31205 56 1 genetic genetic ADJ ajst-31205 56 2 algorithm algorithm NOUN ajst-31205 56 3 , , PUNCT ajst-31205 56 4 as as ADP ajst-31205 56 5 an an DET ajst-31205 56 6 optimization optimization NOUN ajst-31205 56 7 search search NOUN ajst-31205 56 8 method method NOUN ajst-31205 56 9 based base VERB ajst-31205 56 10 on on ADP ajst-31205 56 11 the the DET ajst-31205 56 12 principles principle NOUN ajst-31205 56 13 of of ADP ajst-31205 56 14 natural natural ADJ ajst-31205 56 15 selection selection NOUN ajst-31205 56 16 and and CCONJ ajst-31205 56 17 genetics genetic NOUN ajst-31205 56 18 , , PUNCT ajst-31205 56 19 performs perform VERB ajst-31205 56 20 well well ADV ajst-31205 56 21 in in ADP ajst-31205 56 22 robust robust ADJ ajst-31205 56 23 optimization optimization NOUN ajst-31205 56 24 due due ADP ajst-31205 56 25 to to ADP ajst-31205 56 26 its its PRON ajst-31205 56 27 powerful powerful ADJ ajst-31205 56 28 global global ADJ ajst-31205 56 29 search search NOUN ajst-31205 56 30 capability capability NOUN ajst-31205 56 31 [ [ X ajst-31205 56 32 8 8 NUM ajst-31205 56 33 ] ] PUNCT ajst-31205 56 34 . . PUNCT ajst-31205 57 1 it it PRON ajst-31205 57 2 seeks seek VERB ajst-31205 57 3 the the DET ajst-31205 57 4 optimal optimal ADJ ajst-31205 57 5 solution solution NOUN ajst-31205 57 6 by by ADP ajst-31205 57 7 simulating simulate VERB ajst-31205 57 8 the the DET ajst-31205 57 9 biological biological ADJ ajst-31205 57 10 evolution evolution NOUN ajst-31205 57 11 process process NOUN ajst-31205 57 12 , , PUNCT ajst-31205 57 13 and and CCONJ ajst-31205 57 14 the the DET ajst-31205 57 15 specific specific ADJ ajst-31205 57 16 steps step NOUN ajst-31205 57 17 are be AUX ajst-31205 57 18 as as SCONJ ajst-31205 57 19 follows follow VERB ajst-31205 57 20 : : PUNCT ajst-31205 57 21 ( ( PUNCT ajst-31205 57 22 1 1 X ajst-31205 57 23 ) ) PUNCT ajst-31205 57 24 initialization initialization NOUN ajst-31205 57 25 : : PUNCT ajst-31205 57 26 an an DET ajst-31205 57 27 initial initial ADJ ajst-31205 57 28 population population NOUN ajst-31205 57 29 is be AUX ajst-31205 57 30 randomly randomly ADV ajst-31205 57 31 generated generate VERB ajst-31205 57 32 , , PUNCT ajst-31205 57 33 and and CCONJ ajst-31205 57 34 each each DET ajst-31205 57 35 individual individual NOUN ajst-31205 57 36 in in ADP ajst-31205 57 37 the the DET ajst-31205 57 38 population population NOUN ajst-31205 57 39 represents represent VERB ajst-31205 57 40 a a DET ajst-31205 57 41 candidate candidate NOUN ajst-31205 57 42 solution solution NOUN ajst-31205 57 43 to to ADP ajst-31205 57 44 the the DET ajst-31205 57 45 problem problem NOUN ajst-31205 57 46 . . PUNCT ajst-31205 58 1 ( ( PUNCT ajst-31205 58 2 2 2 X ajst-31205 58 3 ) ) PUNCT ajst-31205 58 4 evaluation evaluation NOUN ajst-31205 58 5 : : PUNCT ajst-31205 58 6 calculate calculate VERB ajst-31205 58 7 the the DET ajst-31205 58 8 fitness fitness NOUN ajst-31205 58 9 of of ADP ajst-31205 58 10 each each DET ajst-31205 58 11 individual individual NOUN ajst-31205 58 12 in in ADP ajst-31205 58 13 the the DET ajst-31205 58 14 population population NOUN ajst-31205 58 15 , , PUNCT ajst-31205 58 16 fitness fitness NOUN ajst-31205 58 17 is be AUX ajst-31205 58 18 usually usually ADV ajst-31205 58 19 related relate VERB ajst-31205 58 20 to to ADP ajst-31205 58 21 the the DET ajst-31205 58 22 objective objective ADJ ajst-31205 58 23 function function NOUN ajst-31205 58 24 , , PUNCT ajst-31205 58 25 to to PART ajst-31205 58 26 measure measure VERB ajst-31205 58 27 the the DET ajst-31205 58 28 ability ability NOUN ajst-31205 58 29 of of ADP ajst-31205 58 30 an an DET ajst-31205 58 31 individual individual NOUN ajst-31205 58 32 to to PART ajst-31205 58 33 solve solve VERB ajst-31205 58 34 problems problem NOUN ajst-31205 58 35 . . PUNCT ajst-31205 59 1 ( ( PUNCT ajst-31205 59 2 3 3 X ajst-31205 59 3 ) ) PUNCT ajst-31205 59 4 selection selection NOUN ajst-31205 59 5 : : PUNCT ajst-31205 59 6 selection selection NOUN ajst-31205 59 7 is be AUX ajst-31205 59 8 made make VERB ajst-31205 59 9 according accord VERB ajst-31205 59 10 to to ADP ajst-31205 59 11 the the DET ajst-31205 59 12 fitness fitness NOUN ajst-31205 59 13 of of ADP ajst-31205 59 14 individuals individual NOUN ajst-31205 59 15 , , PUNCT ajst-31205 59 16 and and CCONJ ajst-31205 59 17 the the DET ajst-31205 59 18 better well ADJ ajst-31205 59 19 individuals individual NOUN ajst-31205 59 20 are be AUX ajst-31205 59 21 more more ADV ajst-31205 59 22 likely likely ADJ ajst-31205 59 23 to to PART ajst-31205 59 24 be be AUX ajst-31205 59 25 selected select VERB ajst-31205 59 26 for for ADP ajst-31205 59 27 reproduction reproduction NOUN ajst-31205 59 28 , , PUNCT ajst-31205 59 29 simulating simulate VERB ajst-31205 59 30 the the DET ajst-31205 59 31 principle principle NOUN ajst-31205 59 32 of of ADP ajst-31205 59 33 natural natural ADJ ajst-31205 59 34 selection selection NOUN ajst-31205 59 35 . . PUNCT ajst-31205 60 1 ( ( PUNCT ajst-31205 60 2 4 4 X ajst-31205 60 3 ) ) PUNCT ajst-31205 60 4 crossover crossover NOUN ajst-31205 60 5 : : PUNCT ajst-31205 60 6 randomly randomly ADV ajst-31205 60 7 select select VERB ajst-31205 60 8 a a DET ajst-31205 60 9 pair pair NOUN ajst-31205 60 10 of of ADP ajst-31205 60 11 individuals individual NOUN ajst-31205 60 12 as as ADP ajst-31205 60 13 parents parent NOUN ajst-31205 60 14 , , PUNCT ajst-31205 60 15 and and CCONJ ajst-31205 60 16 perform perform VERB ajst-31205 60 17 crossover crossover ADP ajst-31205 60 18 operations operation NOUN ajst-31205 60 19 with with ADP ajst-31205 60 20 a a DET ajst-31205 60 21 certain certain ADJ ajst-31205 60 22 probability probability NOUN ajst-31205 60 23 to to PART ajst-31205 60 24 generate generate VERB ajst-31205 60 25 new new ADJ ajst-31205 60 26 offspring offspring NOUN ajst-31205 60 27 individuals individual NOUN ajst-31205 60 28 , , PUNCT ajst-31205 60 29 so so SCONJ ajst-31205 60 30 as as SCONJ ajst-31205 60 31 to to PART ajst-31205 60 32 improve improve VERB ajst-31205 60 33 the the DET ajst-31205 60 34 diversity diversity NOUN ajst-31205 60 35 of of ADP ajst-31205 60 36 solutions solution NOUN ajst-31205 60 37 combined combine VERB ajst-31205 60 38 with with ADP ajst-31205 60 39 parental parental ADJ ajst-31205 60 40 characteristics characteristic NOUN ajst-31205 60 41 . . PUNCT ajst-31205 61 1 ( ( PUNCT ajst-31205 61 2 5 5 NUM ajst-31205 61 3 ) ) PUNCT ajst-31205 61 4 variation variation NOUN ajst-31205 61 5 : : PUNCT ajst-31205 61 6 random random ADJ ajst-31205 61 7 variation variation NOUN ajst-31205 61 8 is be AUX ajst-31205 61 9 carried carry VERB ajst-31205 61 10 out out ADP ajst-31205 61 11 on on ADP ajst-31205 61 12 newly newly ADV ajst-31205 61 13 generated generate VERB ajst-31205 61 14 offspring offspring NOUN ajst-31205 61 15 individuals individual NOUN ajst-31205 61 16 to to PART ajst-31205 61 17 introduce introduce VERB ajst-31205 61 18 new new ADJ ajst-31205 61 19 gene gene NOUN ajst-31205 61 20 variants variant NOUN ajst-31205 61 21 , , PUNCT ajst-31205 61 22 increase increase VERB ajst-31205 61 23 population population NOUN ajst-31205 61 24 diversity diversity NOUN ajst-31205 61 25 , , PUNCT ajst-31205 61 26 and and CCONJ ajst-31205 61 27 avoid avoid VERB ajst-31205 61 28 local local ADJ ajst-31205 61 29 optimality optimality NOUN ajst-31205 61 30 . . PUNCT ajst-31205 62 1 ( ( PUNCT ajst-31205 62 2 6 6 NUM ajst-31205 62 3 ) ) PUNCT ajst-31205 62 4 replacement replacement NOUN ajst-31205 62 5 : : PUNCT ajst-31205 62 6 according accord VERB ajst-31205 62 7 to to ADP ajst-31205 62 8 a a DET ajst-31205 62 9 set set VERB ajst-31205 62 10 strategy strategy NOUN ajst-31205 62 11 , , PUNCT ajst-31205 62 12 individuals individual NOUN ajst-31205 62 13 in in ADP ajst-31205 62 14 the the DET ajst-31205 62 15 original original ADJ ajst-31205 62 16 population population NOUN ajst-31205 62 17 are be AUX ajst-31205 62 18 replaced replace VERB ajst-31205 62 19 with with ADP ajst-31205 62 20 newly newly ADV ajst-31205 62 21 generated generate VERB ajst-31205 62 22 offspring offspring NOUN ajst-31205 62 23 to to PART ajst-31205 62 24 form form VERB ajst-31205 62 25 a a DET ajst-31205 62 26 new new ADJ ajst-31205 62 27 population population NOUN ajst-31205 62 28 , , PUNCT ajst-31205 62 29 which which PRON ajst-31205 62 30 usually usually ADV ajst-31205 62 31 involves involve VERB ajst-31205 62 32 retaining retain VERB ajst-31205 62 33 the the DET ajst-31205 62 34 optimal optimal ADJ ajst-31205 62 35 individuals individual NOUN ajst-31205 62 36 or or CCONJ ajst-31205 62 37 random random ADJ ajst-31205 62 38 replacement replacement NOUN ajst-31205 62 39 . . PUNCT ajst-31205 63 1 ( ( PUNCT ajst-31205 63 2 7 7 X ajst-31205 63 3 ) ) PUNCT ajst-31205 63 4 termination termination NOUN ajst-31205 63 5 : : PUNCT ajst-31205 63 6 the the DET ajst-31205 63 7 algorithm algorithm NOUN ajst-31205 63 8 terminates terminate VERB ajst-31205 63 9 when when SCONJ ajst-31205 63 10 the the DET ajst-31205 63 11 preset preset ADJ ajst-31205 63 12 maximum maximum ADJ ajst-31205 63 13 number number NOUN ajst-31205 63 14 of of ADP ajst-31205 63 15 iterations iteration NOUN ajst-31205 63 16 , , PUNCT ajst-31205 63 17 fitness fitness NOUN ajst-31205 63 18 meets meet VERB ajst-31205 63 19 a a DET ajst-31205 63 20 predetermined predetermined ADJ ajst-31205 63 21 threshold threshold NOUN ajst-31205 63 22 or or CCONJ ajst-31205 63 23 population population NOUN ajst-31205 63 24 convergence convergence NOUN ajst-31205 63 25 and and CCONJ ajst-31205 63 26 other other ADJ ajst-31205 63 27 conditions condition NOUN ajst-31205 63 28 are be AUX ajst-31205 63 29 reached reach VERB ajst-31205 63 30 ; ; PUNCT ajst-31205 63 31 otherwise otherwise ADV ajst-31205 63 32 , , PUNCT ajst-31205 63 33 return return VERB ajst-31205 63 34 to to PART ajst-31205 63 35 step step VERB ajst-31205 63 36 2 2 NUM ajst-31205 63 37 to to PART ajst-31205 63 38 continue continue VERB ajst-31205 63 39 the the DET ajst-31205 63 40 iteration iteration NOUN ajst-31205 63 41 . . PUNCT ajst-31205 64 1 the the DET ajst-31205 64 2 flow flow NOUN ajst-31205 64 3 chart chart NOUN ajst-31205 64 4 of of ADP ajst-31205 64 5 genetic genetic ADJ ajst-31205 64 6 algorithm algorithm NOUN ajst-31205 64 7 is be AUX ajst-31205 64 8 shown show VERB ajst-31205 64 9 in in ADP ajst-31205 64 10 the the DET ajst-31205 64 11 figure figure NOUN ajst-31205 64 12 1 1 NUM ajst-31205 64 13 : : PUNCT ajst-31205 64 14 figure figure NOUN ajst-31205 64 15 1 1 NUM ajst-31205 64 16 . . PUNCT ajst-31205 65 1 genetic genetic ADJ ajst-31205 65 2 algorithm algorithm NOUN ajst-31205 65 3 flow flow NOUN ajst-31205 65 4 chart chart NOUN ajst-31205 65 5 3.4 3.4 NUM ajst-31205 65 6 . . PUNCT ajst-31205 65 7 planting plant VERB ajst-31205 65 8 planning planning NOUN ajst-31205 65 9 income income NOUN ajst-31205 65 10 model model NOUN ajst-31205 65 11 in in ADP ajst-31205 65 12 a a DET ajst-31205 65 13 robustly robustly ADV ajst-31205 65 14 - - PUNCT ajst-31205 65 15 optimized optimize VERB ajst-31205 65 16 genetic genetic ADJ ajst-31205 65 17 algorithm algorithm NOUN ajst-31205 65 18 , , PUNCT ajst-31205 65 19 fitness fitness NOUN ajst-31205 65 20 evaluation evaluation NOUN ajst-31205 65 21 ensures ensure VERB ajst-31205 65 22 robustness robustness NOUN ajst-31205 65 23 by by ADP ajst-31205 65 24 evaluating evaluate VERB ajst-31205 65 25 individuals individual NOUN ajst-31205 65 26 under under ADP ajst-31205 65 27 various various ADJ ajst-31205 65 28 uncertainty uncertainty NOUN ajst-31205 65 29 scenarios scenario NOUN ajst-31205 65 30 . . PUNCT ajst-31205 66 1 cross cross NOUN ajst-31205 66 2 operations operation NOUN ajst-31205 66 3 create create VERB ajst-31205 66 4 child child NOUN ajst-31205 66 5 solutions solution NOUN ajst-31205 66 6 by by ADP ajst-31205 66 7 combining combine VERB ajst-31205 66 8 parts part NOUN ajst-31205 66 9 of of ADP ajst-31205 66 10 two two NUM ajst-31205 66 11 parent parent NOUN ajst-31205 66 12 solutions solution NOUN ajst-31205 66 13 , , PUNCT ajst-31205 66 14 while while SCONJ ajst-31205 66 15 mutation mutation NOUN ajst-31205 66 16 introduces introduce VERB ajst-31205 66 17 changes change NOUN ajst-31205 66 18 by by ADP ajst-31205 66 19 randomly randomly ADV ajst-31205 66 20 changing change VERB ajst-31205 66 21 parts part NOUN ajst-31205 66 22 of of ADP ajst-31205 66 23 the the DET ajst-31205 66 24 solution solution NOUN ajst-31205 66 25 . . PUNCT ajst-31205 67 1 the the DET ajst-31205 67 2 selection selection NOUN ajst-31205 67 3 of of ADP ajst-31205 67 4 the the DET ajst-31205 67 5 next next ADJ ajst-31205 67 6 generation generation NOUN ajst-31205 67 7 is be AUX ajst-31205 67 8 usually usually ADV ajst-31205 67 9 based base VERB ajst-31205 67 10 on on ADP ajst-31205 67 11 a a DET ajst-31205 67 12 combination combination NOUN ajst-31205 67 13 of of ADP ajst-31205 67 14 the the DET ajst-31205 67 15 current current ADJ ajst-31205 67 16 population population NOUN ajst-31205 67 17 and and CCONJ ajst-31205 67 18 offspring offspring NOUN ajst-31205 67 19 to to PART ajst-31205 67 20 ensure ensure VERB ajst-31205 67 21 diversity diversity NOUN ajst-31205 67 22 and and CCONJ ajst-31205 67 23 retain retain VERB ajst-31205 67 24 elite elite ADJ ajst-31205 67 25 solutions solution NOUN ajst-31205 67 26 . . PUNCT ajst-31205 68 1 the the DET ajst-31205 68 2 termination termination NOUN ajst-31205 68 3 criteria criterion NOUN ajst-31205 68 4 of of ADP ajst-31205 68 5 the the DET ajst-31205 68 6 algorithm algorithm NOUN ajst-31205 68 7 can can AUX ajst-31205 68 8 be be AUX ajst-31205 68 9 maximum maximum ADJ ajst-31205 68 10 algebra algebra NOUN ajst-31205 68 11 , , PUNCT ajst-31205 68 12 convergence convergence NOUN ajst-31205 68 13 of of ADP ajst-31205 68 14 the the DET ajst-31205 68 15 solution solution NOUN ajst-31205 68 16 , , PUNCT ajst-31205 68 17 or or CCONJ ajst-31205 68 18 satisfactory satisfactory ADJ ajst-31205 68 19 fitness fitness NOUN ajst-31205 68 20 level level NOUN ajst-31205 68 21 . . PUNCT ajst-31205 69 1 the the DET ajst-31205 69 2 pseudo pseudo NOUN ajst-31205 69 3 - - NOUN ajst-31205 69 4 code code NOUN ajst-31205 69 5 is be AUX ajst-31205 69 6 as as SCONJ ajst-31205 69 7 follows follow VERB ajst-31205 69 8 : : PUNCT ajst-31205 69 9 ( ( PUNCT ajst-31205 69 10 1 1 X ajst-31205 69 11 ) ) PUNCT ajst-31205 69 12 initialize initialize VERB ajst-31205 69 13 population population NOUN ajst-31205 69 14 p p NOUN ajst-31205 69 15 with with ADP ajst-31205 69 16 a a DET ajst-31205 69 17 set set NOUN ajst-31205 69 18 of of ADP ajst-31205 69 19 random random ADJ ajst-31205 69 20 solutions solution NOUN ajst-31205 69 21 ( ( PUNCT ajst-31205 69 22 2 2 NUM ajst-31205 69 23 ) ) PUNCT ajst-31205 69 24 assess assess VERB ajst-31205 69 25 the the DET ajst-31205 69 26 worst bad ADJ ajst-31205 69 27 - - PUNCT ajst-31205 69 28 case case NOUN ajst-31205 69 29 fitness fitness NOUN ajst-31205 69 30 of of ADP ajst-31205 69 31 each each DET ajst-31205 69 32 individual individual NOUN ajst-31205 69 33 in in ADP ajst-31205 69 34 the the DET ajst-31205 69 35 population population NOUN ajst-31205 69 36 ( ( PUNCT ajst-31205 69 37 3 3 X ajst-31205 69 38 ) ) PUNCT ajst-31205 69 39 when when SCONJ ajst-31205 69 40 the the DET ajst-31205 69 41 termination termination NOUN ajst-31205 69 42 conditions condition NOUN ajst-31205 69 43 are be AUX ajst-31205 69 44 not not PART ajst-31205 69 45 met meet VERB ajst-31205 69 46 , , PUNCT ajst-31205 69 47 repeat repeat VERB ajst-31205 69 48 the the DET ajst-31205 69 49 following follow VERB ajst-31205 69 50 steps step NOUN ajst-31205 69 51 : : PUNCT ajst-31205 69 52 a. a. NOUN ajst-31205 69 53 select select NOUN ajst-31205 69 54 parent parent NOUN ajst-31205 69 55 individuals individual NOUN ajst-31205 69 56 in in ADP ajst-31205 69 57 the the DET ajst-31205 69 58 population population NOUN ajst-31205 69 59 based base VERB ajst-31205 69 60 on on ADP ajst-31205 69 61 fitness fitness PROPN ajst-31205 69 62 b. b. PROPN ajst-31205 69 63 cross cross PROPN ajst-31205 69 64 - - VERB ajst-31205 69 65 operate operate VERB ajst-31205 69 66 the the DET ajst-31205 69 67 selected select VERB ajst-31205 69 68 parents parent NOUN ajst-31205 69 69 to to PART ajst-31205 69 70 generate generate VERB ajst-31205 69 71 child child NOUN ajst-31205 69 72 individuals individual NOUN ajst-31205 69 73 c. c. NOUN ajst-31205 69 74 mutate mutate VERB ajst-31205 69 75 the the DET ajst-31205 69 76 offspring offspring NOUN ajst-31205 69 77 with with ADP ajst-31205 69 78 a a DET ajst-31205 69 79 certain certain ADJ ajst-31205 69 80 probability probability NOUN ajst-31205 69 81 d. d. NOUN ajst-31205 69 82 assess assess VERB ajst-31205 69 83 the the DET ajst-31205 69 84 worst bad ADJ ajst-31205 69 85 - - PUNCT ajst-31205 69 86 case case NOUN ajst-31205 69 87 fitness fitness NOUN ajst-31205 69 88 of of ADP ajst-31205 69 89 each each DET ajst-31205 69 90 progeny progeny ADJ ajst-31205 69 91 individual individual PROPN ajst-31205 69 92 e. e. PROPN ajst-31205 69 93 select select PROPN ajst-31205 69 94 individuals individual NOUN ajst-31205 69 95 from from ADP ajst-31205 69 96 the the DET ajst-31205 69 97 current current ADJ ajst-31205 69 98 population population NOUN ajst-31205 69 99 and and CCONJ ajst-31205 69 100 offspring offspring NOUN ajst-31205 69 101 to to PART ajst-31205 69 102 form form VERB ajst-31205 69 103 the the DET ajst-31205 69 104 next next ADJ ajst-31205 69 105 generation generation NOUN ajst-31205 69 106 ( ( PUNCT ajst-31205 69 107 4 4 X ajst-31205 69 108 ) ) PUNCT ajst-31205 69 109 end end VERB ajst-31205 69 110 the the DET ajst-31205 69 111 loop loop NOUN ajst-31205 69 112 output output VERB ajst-31205 69 113 the the DET ajst-31205 69 114 best good ADJ ajst-31205 69 115 solution solution NOUN ajst-31205 69 116 found find VERB ajst-31205 69 117 through through ADP ajst-31205 69 118 the the DET ajst-31205 69 119 iteration iteration NOUN ajst-31205 69 120 of of ADP ajst-31205 69 121 genetic genetic ADJ ajst-31205 69 122 algorithm algorithm NOUN ajst-31205 69 123 , , PUNCT ajst-31205 69 124 btained btaine VERB ajst-31205 69 125 the the DET ajst-31205 69 126 optimal optimal ADJ ajst-31205 69 127 crop crop NOUN ajst-31205 69 128 planting planting NOUN ajst-31205 69 129 plan plan NOUN ajst-31205 69 130 of of ADP ajst-31205 69 131 different different ADJ ajst-31205 69 132 years year NOUN ajst-31205 69 133 , , PUNCT ajst-31205 69 134 and and CCONJ ajst-31205 69 135 calculated calculate VERB ajst-31205 69 136 66 66 NUM ajst-31205 69 137 the the DET ajst-31205 69 138 maximum maximum ADJ ajst-31205 69 139 profit profit NOUN ajst-31205 69 140 of of ADP ajst-31205 69 141 the the DET ajst-31205 69 142 corresponding corresponding ADJ ajst-31205 69 143 years year NOUN ajst-31205 69 144 . . PUNCT ajst-31205 70 1 through through ADP ajst-31205 70 2 these these DET ajst-31205 70 3 results result NOUN ajst-31205 70 4 , , PUNCT ajst-31205 70 5 we we PRON ajst-31205 70 6 can can AUX ajst-31205 70 7 clearly clearly ADV ajst-31205 70 8 see see VERB ajst-31205 70 9 that that SCONJ ajst-31205 70 10 the the DET ajst-31205 70 11 profit profit NOUN ajst-31205 70 12 level level NOUN ajst-31205 70 13 of of ADP ajst-31205 70 14 the the DET ajst-31205 70 15 optimization optimization NOUN ajst-31205 70 16 model model NOUN ajst-31205 70 17 in in ADP ajst-31205 70 18 each each DET ajst-31205 70 19 year year NOUN ajst-31205 70 20 has have VERB ajst-31205 70 21 a a DET ajst-31205 70 22 high high ADJ ajst-31205 70 23 stability stability NOUN ajst-31205 70 24 , , PUNCT ajst-31205 70 25 showing show VERB ajst-31205 70 26 good good ADJ ajst-31205 70 27 adaptability adaptability NOUN ajst-31205 70 28 and and CCONJ ajst-31205 70 29 reliability reliability NOUN ajst-31205 70 30 ( ( PUNCT ajst-31205 70 31 figure figure NOUN ajst-31205 70 32 2 2 NUM ajst-31205 70 33 ) ) PUNCT ajst-31205 70 34 . . PUNCT ajst-31205 71 1 figure figure NOUN ajst-31205 71 2 2 2 NUM ajst-31205 71 3 . . PUNCT ajst-31205 71 4 forecast forecast NOUN ajst-31205 71 5 revenue revenue NOUN ajst-31205 71 6 chart chart NOUN ajst-31205 71 7 4 4 NUM ajst-31205 71 8 . . PUNCT ajst-31205 71 9 conclusion conclusion NOUN ajst-31205 71 10 in in ADP ajst-31205 71 11 this this DET ajst-31205 71 12 paper paper NOUN ajst-31205 71 13 , , PUNCT ajst-31205 71 14 a a DET ajst-31205 71 15 multi multi ADJ ajst-31205 71 16 - - ADJ ajst-31205 71 17 condition condition ADJ ajst-31205 71 18 optimization optimization NOUN ajst-31205 71 19 problem problem NOUN ajst-31205 71 20 solving solving NOUN ajst-31205 71 21 method method NOUN ajst-31205 71 22 combining combine VERB ajst-31205 71 23 genetic genetic ADJ ajst-31205 71 24 algorithm algorithm NOUN ajst-31205 71 25 and and CCONJ ajst-31205 71 26 robust robust ADJ ajst-31205 71 27 optimization optimization NOUN ajst-31205 71 28 is be AUX ajst-31205 71 29 proposed propose VERB ajst-31205 71 30 to to PART ajst-31205 71 31 provide provide VERB ajst-31205 71 32 an an DET ajst-31205 71 33 optimal optimal ADJ ajst-31205 71 34 scheme scheme NOUN ajst-31205 71 35 for for ADP ajst-31205 71 36 rural rural ADJ ajst-31205 71 37 crop crop NOUN ajst-31205 71 38 planting planting NOUN ajst-31205 71 39 planning planning NOUN ajst-31205 71 40 in in ADP ajst-31205 71 41 northeast northeast ADJ ajst-31205 71 42 china china PROPN ajst-31205 71 43 from from ADP ajst-31205 71 44 2024 2024 NUM ajst-31205 71 45 to to ADP ajst-31205 71 46 2030 2030 NUM ajst-31205 71 47 . . PUNCT ajst-31205 72 1 the the DET ajst-31205 72 2 optimization optimization NOUN ajst-31205 72 3 model model NOUN ajst-31205 72 4 takes take VERB ajst-31205 72 5 into into ADP ajst-31205 72 6 account account NOUN ajst-31205 72 7 land land NOUN ajst-31205 72 8 type type NOUN ajst-31205 72 9 , , PUNCT ajst-31205 72 10 crop crop NOUN ajst-31205 72 11 characteristics characteristic NOUN ajst-31205 72 12 , , PUNCT ajst-31205 72 13 market market NOUN ajst-31205 72 14 demand demand NOUN ajst-31205 72 15 , , PUNCT ajst-31205 72 16 price price NOUN ajst-31205 72 17 fluctuations fluctuation NOUN ajst-31205 72 18 and and CCONJ ajst-31205 72 19 other other ADJ ajst-31205 72 20 factors factor NOUN ajst-31205 72 21 , , PUNCT ajst-31205 72 22 and and CCONJ ajst-31205 72 23 constructs construct VERB ajst-31205 72 24 a a DET ajst-31205 72 25 flexible flexible ADJ ajst-31205 72 26 system system NOUN ajst-31205 72 27 including include VERB ajst-31205 72 28 matrix matrix NOUN ajst-31205 72 29 and and CCONJ ajst-31205 72 30 linear linear NOUN ajst-31205 72 31 programming programming NOUN ajst-31205 72 32 models model NOUN ajst-31205 72 33 , , PUNCT ajst-31205 72 34 which which PRON ajst-31205 72 35 can can AUX ajst-31205 72 36 effectively effectively ADV ajst-31205 72 37 deal deal VERB ajst-31205 72 38 with with ADP ajst-31205 72 39 planting planting NOUN ajst-31205 72 40 constraints constraint NOUN ajst-31205 72 41 of of ADP ajst-31205 72 42 different different ADJ ajst-31205 72 43 crops crop NOUN ajst-31205 72 44 on on ADP ajst-31205 72 45 different different ADJ ajst-31205 72 46 lands land NOUN ajst-31205 72 47 . . PUNCT ajst-31205 73 1 in in ADP ajst-31205 73 2 particular particular ADJ ajst-31205 73 3 , , PUNCT ajst-31205 73 4 the the DET ajst-31205 73 5 introduction introduction NOUN ajst-31205 73 6 of of ADP ajst-31205 73 7 interval interval NOUN ajst-31205 73 8 planning planning NOUN ajst-31205 73 9 and and CCONJ ajst-31205 73 10 robust robust ADJ ajst-31205 73 11 optimization optimization NOUN ajst-31205 73 12 methods method NOUN ajst-31205 73 13 enables enable VERB ajst-31205 73 14 the the DET ajst-31205 73 15 model model NOUN ajst-31205 73 16 to to PART ajst-31205 73 17 cope cope VERB ajst-31205 73 18 with with ADP ajst-31205 73 19 the the DET ajst-31205 73 20 uncertainty uncertainty NOUN ajst-31205 73 21 of of ADP ajst-31205 73 22 future future ADJ ajst-31205 73 23 economic economic ADJ ajst-31205 73 24 indicators indicator NOUN ajst-31205 73 25 and and CCONJ ajst-31205 73 26 provide provide VERB ajst-31205 73 27 more more ADV ajst-31205 73 28 robust robust ADJ ajst-31205 73 29 optimization optimization NOUN ajst-31205 73 30 results result NOUN ajst-31205 73 31 . . PUNCT ajst-31205 74 1 however however ADV ajst-31205 74 2 , , PUNCT ajst-31205 74 3 the the DET ajst-31205 74 4 application application NOUN ajst-31205 74 5 of of ADP ajst-31205 74 6 this this DET ajst-31205 74 7 model model NOUN ajst-31205 74 8 also also ADV ajst-31205 74 9 faces face VERB ajst-31205 74 10 certain certain ADJ ajst-31205 74 11 limitations limitation NOUN ajst-31205 74 12 . . PUNCT ajst-31205 75 1 the the DET ajst-31205 75 2 model model NOUN ajst-31205 75 3 can can AUX ajst-31205 75 4 not not PART ajst-31205 75 5 fully fully ADV ajst-31205 75 6 capture capture VERB ajst-31205 75 7 the the DET ajst-31205 75 8 influence influence NOUN ajst-31205 75 9 of of ADP ajst-31205 75 10 market market NOUN ajst-31205 75 11 dynamics dynamic NOUN ajst-31205 75 12 and and CCONJ ajst-31205 75 13 emergencies emergency NOUN ajst-31205 75 14 on on ADP ajst-31205 75 15 planting planting NOUN ajst-31205 75 16 conditions condition NOUN ajst-31205 75 17 , , PUNCT ajst-31205 75 18 and and CCONJ ajst-31205 75 19 there there PRON ajst-31205 75 20 may may AUX ajst-31205 75 21 be be AUX ajst-31205 75 22 errors error NOUN ajst-31205 75 23 . . PUNCT ajst-31205 76 1 future future ADJ ajst-31205 76 2 studies study NOUN ajst-31205 76 3 can can AUX ajst-31205 76 4 further far ADV ajst-31205 76 5 improve improve VERB ajst-31205 76 6 and and CCONJ ajst-31205 76 7 expand expand VERB ajst-31205 76 8 the the DET ajst-31205 76 9 model model NOUN ajst-31205 76 10 , , PUNCT ajst-31205 76 11 especially especially ADV ajst-31205 76 12 to to PART ajst-31205 76 13 establish establish VERB ajst-31205 76 14 a a DET ajst-31205 76 15 unified unified ADJ ajst-31205 76 16 agricultural agricultural ADJ ajst-31205 76 17 database database NOUN ajst-31205 76 18 to to PART ajst-31205 76 19 provide provide VERB ajst-31205 76 20 accurate accurate ADJ ajst-31205 76 21 and and CCONJ ajst-31205 76 22 complete complete ADJ ajst-31205 76 23 data data NOUN ajst-31205 76 24 support support NOUN ajst-31205 76 25 , , PUNCT ajst-31205 76 26 so so SCONJ ajst-31205 76 27 as as SCONJ ajst-31205 76 28 to to PART ajst-31205 76 29 reduce reduce VERB ajst-31205 76 30 the the DET ajst-31205 76 31 impact impact NOUN ajst-31205 76 32 of of ADP ajst-31205 76 33 data data NOUN ajst-31205 76 34 bias bias NOUN ajst-31205 76 35 on on ADP ajst-31205 76 36 results result NOUN ajst-31205 76 37 . . PUNCT ajst-31205 77 1 further far ADV ajst-31205 77 2 integrate integrate VERB ajst-31205 77 3 external external ADJ ajst-31205 77 4 factors factor NOUN ajst-31205 77 5 such such ADJ ajst-31205 77 6 as as ADP ajst-31205 77 7 market market NOUN ajst-31205 77 8 dynamics dynamic NOUN ajst-31205 77 9 and and CCONJ ajst-31205 77 10 emergencies emergency NOUN ajst-31205 77 11 , , PUNCT ajst-31205 77 12 and and CCONJ ajst-31205 77 13 adopt adopt VERB ajst-31205 77 14 more more ADV ajst-31205 77 15 flexible flexible ADJ ajst-31205 77 16 forecasting forecasting NOUN ajst-31205 77 17 and and CCONJ ajst-31205 77 18 optimization optimization NOUN ajst-31205 77 19 methods method NOUN ajst-31205 77 20 to to PART ajst-31205 77 21 improve improve VERB ajst-31205 77 22 adaptability adaptability NOUN ajst-31205 77 23 and and CCONJ ajst-31205 77 24 accuracy accuracy NOUN ajst-31205 77 25 in in ADP ajst-31205 77 26 complex complex ADJ ajst-31205 77 27 environments environment NOUN ajst-31205 77 28 . . PUNCT ajst-31205 78 1 references reference NOUN ajst-31205 78 2 [ [ X ajst-31205 78 3 1 1 NUM ajst-31205 78 4 ] ] PUNCT ajst-31205 78 5 zhang zhang PROPN ajst-31205 78 6 zhengjia zhengjia PROPN ajst-31205 78 7 , , PUNCT ajst-31205 78 8 chi chi PROPN ajst-31205 78 9 liang liang PROPN ajst-31205 78 10 , , PUNCT ajst-31205 78 11 yang yang PROPN ajst-31205 78 12 haicheng haicheng PROPN ajst-31205 78 13 , , PUNCT ajst-31205 78 14 et et PROPN ajst-31205 78 15 al al PROPN ajst-31205 78 16 . . PUNCT ajst-31205 79 1 analysis analysis NOUN ajst-31205 79 2 of of ADP ajst-31205 79 3 temporal temporal ADJ ajst-31205 79 4 and and CCONJ ajst-31205 79 5 spatial spatial ADJ ajst-31205 79 6 changes change NOUN ajst-31205 79 7 of of ADP ajst-31205 79 8 crop crop NOUN ajst-31205 79 9 planting planting NOUN ajst-31205 79 10 structure structure NOUN ajst-31205 79 11 in in ADP ajst-31205 79 12 huang huang PROPN ajst-31205 79 13 - - PUNCT ajst-31205 79 14 huai huai PROPN ajst-31205 79 15 - - PUNCT ajst-31205 79 16 hai hai PROPN ajst-31205 79 17 region[j region[j PROPN ajst-31205 79 18 / / SYM ajst-31205 79 19 ol ol PROPN ajst-31205 79 20 ] ] PUNCT ajst-31205 79 21 . . PUNCT ajst-31205 80 1 chinese chinese ADJ ajst-31205 80 2 journal journal PROPN ajst-31205 80 3 of of ADP ajst-31205 80 4 agricultural agricultural ADJ ajst-31205 80 5 resources resource NOUN ajst-31205 80 6 and and CCONJ ajst-31205 80 7 regionalization regionalization NOUN ajst-31205 80 8 , , PUNCT ajst-31205 80 9 1 1 NUM ajst-31205 80 10 - - SYM ajst-31205 80 11 10 10 NUM ajst-31205 81 1 [ [ X ajst-31205 81 2 2024 2024 NUM ajst-31205 81 3 - - SYM ajst-31205 81 4 1004 1004 NUM ajst-31205 81 5 ] ] PUNCT ajst-31205 81 6 . . PUNCT ajst-31205 82 1 [ [ X ajst-31205 82 2 2 2 NUM ajst-31205 82 3 ] ] PUNCT ajst-31205 82 4 francesca francesca PROPN ajst-31205 82 5 maggioni maggioni NOUN ajst-31205 82 6 , , PUNCT ajst-31205 82 7 andrea andrea PROPN ajst-31205 82 8 spinelli spinelli PROPN ajst-31205 82 9 . . PUNCT ajst-31205 83 1 a a DET ajst-31205 83 2 novel novel ADJ ajst-31205 83 3 robust robust ADJ ajst-31205 83 4 optimization optimization NOUN ajst-31205 83 5 model model NOUN ajst-31205 83 6 for for ADP ajst-31205 83 7 nonlinear nonlinear ADJ ajst-31205 83 8 support support NOUN ajst-31205 83 9 vector vector NOUN ajst-31205 83 10 machine[j machine[j PROPN ajst-31205 83 11 ] ] PUNCT ajst-31205 83 12 . . PUNCT ajst-31205 84 1 european european PROPN ajst-31205 84 2 journal journal PROPN ajst-31205 84 3 of of ADP ajst-31205 84 4 operational operational ADJ ajst-31205 84 5 research research NOUN ajst-31205 84 6 , , PUNCT ajst-31205 84 7 322(1 322(1 NUM ajst-31205 84 8 ): ): PUNCT ajst-31205 84 9 237 237 NUM ajst-31205 84 10 - - SYM ajst-31205 84 11 253 253 NUM ajst-31205 84 12 , , PUNCT ajst-31205 84 13 2025 2025 NUM ajst-31205 84 14 . . PUNCT ajst-31205 85 1 [ [ X ajst-31205 85 2 3 3 NUM ajst-31205 85 3 ] ] X ajst-31205 85 4 guo guo PROPN ajst-31205 85 5 zheqi zheqi PROPN ajst-31205 85 6 , , PUNCT ajst-31205 85 7 gao gao PROPN ajst-31205 85 8 suhao suhao PROPN ajst-31205 85 9 . . PUNCT ajst-31205 86 1 research research NOUN ajst-31205 86 2 on on ADP ajst-31205 86 3 crop crop NOUN ajst-31205 86 4 yield yield NOUN ajst-31205 86 5 insurance insurance NOUN ajst-31205 86 6 pricing pricing NOUN ajst-31205 86 7 in in ADP ajst-31205 86 8 china china PROPN ajst-31205 86 9 -- -- PUNCT ajst-31205 86 10 analysis analysis NOUN ajst-31205 86 11 of of ADP ajst-31205 86 12 rice rice NOUN ajst-31205 86 13 insurance insurance NOUN ajst-31205 86 14 pricing pricing NOUN ajst-31205 86 15 in in ADP ajst-31205 86 16 yunnan yunnan PROPN ajst-31205 86 17 province province PROPN ajst-31205 86 18 based base VERB ajst-31205 86 19 on on ADP ajst-31205 86 20 enn enn PROPN ajst-31205 86 21 and and CCONJ ajst-31205 86 22 erf erf PROPN ajst-31205 86 23 models[j models[j PROPN ajst-31205 86 24 ] ] PUNCT ajst-31205 86 25 . . PUNCT ajst-31205 87 1 price price NOUN ajst-31205 87 2 theory theory NOUN ajst-31205 87 3 and and CCONJ ajst-31205 87 4 practice practice NOUN ajst-31205 87 5 , , PUNCT ajst-31205 87 6 2024 2024 NUM ajst-31205 87 7 , , PUNCT ajst-31205 87 8 ( ( PUNCT ajst-31205 87 9 02 02 NUM ajst-31205 87 10 ): ): PUNCT ajst-31205 87 11 71 71 NUM ajst-31205 87 12 - - SYM ajst-31205 87 13 77 77 NUM ajst-31205 87 14 . . PUNCT ajst-31205 88 1 [ [ X ajst-31205 88 2 4 4 X ajst-31205 88 3 ] ] X ajst-31205 88 4 congjian congjian NOUN ajst-31205 88 5 sun sun NOUN ajst-31205 88 6 , , PUNCT ajst-31205 88 7 caixin caixin PROPN ajst-31205 88 8 gao gao PROPN ajst-31205 88 9 , , PUNCT ajst-31205 88 10 wei wei PROPN ajst-31205 88 11 chen chen PROPN ajst-31205 88 12 . . PUNCT ajst-31205 89 1 unrevealing unreveale VERB ajst-31205 89 2 the the DET ajst-31205 89 3 wateruse wateruse NOUN ajst-31205 89 4 strategies strategy NOUN ajst-31205 89 5 for for ADP ajst-31205 89 6 typical typical ADJ ajst-31205 89 7 ecological ecological ADJ ajst-31205 89 8 restoration restoration NOUN ajst-31205 89 9 plants plant NOUN ajst-31205 89 10 and and CCONJ ajst-31205 89 11 cash cash NOUN ajst-31205 89 12 crops crop NOUN ajst-31205 89 13 in in ADP ajst-31205 89 14 the the DET ajst-31205 89 15 eastern eastern ADJ ajst-31205 89 16 chinese chinese PROPN ajst-31205 89 17 loess loess PROPN ajst-31205 89 18 plateau plateau PROPN ajst-31205 89 19 region[j region[j PROPN ajst-31205 89 20 ] ] PUNCT ajst-31205 89 21 . . PUNCT ajst-31205 90 1 journal journal PROPN ajst-31205 90 2 of of ADP ajst-31205 90 3 hydrology hydrology NOUN ajst-31205 90 4 : : PUNCT ajst-31205 90 5 regional regional ADJ ajst-31205 90 6 studies study NOUN ajst-31205 90 7 , , PUNCT ajst-31205 90 8 56 56 NUM ajst-31205 90 9 : : SYM ajst-31205 90 10 102013 102013 NUM ajst-31205 90 11 , , PUNCT ajst-31205 90 12 2024 2024 NUM ajst-31205 90 13 . . PUNCT ajst-31205 91 1 [ [ X ajst-31205 91 2 5 5 NUM ajst-31205 91 3 ] ] X ajst-31205 91 4 zhang zhang PROPN ajst-31205 91 5 fan fan PROPN ajst-31205 91 6 , , PUNCT ajst-31205 91 7 guo guo PROPN ajst-31205 91 8 ping ping PROPN ajst-31205 91 9 , , PUNCT ajst-31205 91 10 li li PROPN ajst-31205 91 11 mo mo PROPN ajst-31205 91 12 . . PROPN ajst-31205 91 13 planting planting NOUN ajst-31205 91 14 structure structure NOUN ajst-31205 91 15 optimization optimization NOUN ajst-31205 91 16 of of ADP ajst-31205 91 17 main main ADJ ajst-31205 91 18 crops crop NOUN ajst-31205 91 19 in in ADP ajst-31205 91 20 middle middle ADJ ajst-31205 91 21 reaches reach NOUN ajst-31205 91 22 of of ADP ajst-31205 91 23 heihe heihe PROPN ajst-31205 91 24 river river PROPN ajst-31205 91 25 based base VERB ajst-31205 91 26 on on ADP ajst-31205 91 27 twointerval twointerval ADJ ajst-31205 91 28 two two NUM ajst-31205 91 29 - - PUNCT ajst-31205 91 30 stage stage NOUN ajst-31205 91 31 stochastic stochastic ADJ ajst-31205 91 32 programming[j programming[j NOUN ajst-31205 91 33 ] ] PUNCT ajst-31205 91 34 . . PUNCT ajst-31205 92 1 journal journal PROPN ajst-31205 92 2 of of ADP ajst-31205 92 3 china china PROPN ajst-31205 92 4 agricultural agricultural PROPN ajst-31205 92 5 university university PROPN ajst-31205 92 6 , , PUNCT ajst-31205 92 7 2016 2016 NUM ajst-31205 92 8 , , PUNCT ajst-31205 92 9 21(11 21(11 NUM ajst-31205 92 10 ): ): PUNCT ajst-31205 92 11 109 109 NUM ajst-31205 92 12 - - SYM ajst-31205 92 13 116 116 NUM ajst-31205 92 14 . . PUNCT ajst-31205 93 1 [ [ X ajst-31205 93 2 6 6 NUM ajst-31205 93 3 ] ] PUNCT ajst-31205 93 4 francesco francesco PROPN ajst-31205 93 5 strati strati PROPN ajst-31205 93 6 , , PUNCT ajst-31205 93 7 luca luca PROPN ajst-31205 93 8 g. g. PROPN ajst-31205 93 9 trussoni trussoni PROPN ajst-31205 93 10 . . PUNCT ajst-31205 94 1 genetic genetic ADJ ajst-31205 94 2 algorithm algorithm NOUN ajst-31205 94 3 - - PUNCT ajst-31205 94 4 based base VERB ajst-31205 94 5 selection selection NOUN ajst-31205 94 6 of of ADP ajst-31205 94 7 optimal optimal ADJ ajst-31205 94 8 monte monte PROPN ajst-31205 94 9 carlo carlo PROPN ajst-31205 94 10 simulations[j simulations[j PROPN ajst-31205 94 11 ] ] PUNCT ajst-31205 94 12 . . PUNCT ajst-31205 95 1 computers computer NOUN ajst-31205 95 2 & & CCONJ ajst-31205 95 3 operations operation NOUN ajst-31205 95 4 research research NOUN ajst-31205 95 5 , , PUNCT ajst-31205 95 6 176 176 NUM ajst-31205 95 7 : : SYM ajst-31205 95 8 106958 106958 NUM ajst-31205 95 9 , , PUNCT ajst-31205 95 10 2025 2025 NUM ajst-31205 95 11 . . PUNCT ajst-31205 96 1 [ [ X ajst-31205 96 2 7 7 X ajst-31205 96 3 ] ] X ajst-31205 96 4 luo luo PROPN ajst-31205 96 5 zhao zhao PROPN ajst-31205 96 6 . . PUNCT ajst-31205 97 1 research research NOUN ajst-31205 97 2 on on ADP ajst-31205 97 3 energy energy NOUN ajst-31205 97 4 optimization optimization NOUN ajst-31205 97 5 management management NOUN ajst-31205 97 6 of of ADP ajst-31205 97 7 cold cold ADJ ajst-31205 97 8 - - PUNCT ajst-31205 97 9 heat heat NOUN ajst-31205 97 10 - - PUNCT ajst-31205 97 11 power power NOUN ajst-31205 97 12 cosupply cosupply NOUN ajst-31205 97 13 microgrid[d microgrid[d NOUN ajst-31205 97 14 ] ] PUNCT ajst-31205 97 15 . . PUNCT ajst-31205 98 1 southeast southeast PROPN ajst-31205 98 2 university university PROPN ajst-31205 98 3 , , PUNCT ajst-31205 98 4 2017 2017 NUM ajst-31205 98 5 . . PUNCT ajst-31205 99 1 [ [ X ajst-31205 99 2 8 8 NUM ajst-31205 99 3 ] ] X ajst-31205 99 4 di di X ajst-31205 99 5 di di PROPN ajst-31205 99 6 . . PROPN ajst-31205 99 7 practice practice NOUN ajst-31205 99 8 of of ADP ajst-31205 99 9 deep deep ADJ ajst-31205 99 10 learning learning NOUN ajst-31205 99 11 model model NOUN ajst-31205 99 12 optimized optimize VERB ajst-31205 99 13 by by ADP ajst-31205 99 14 genetic genetic ADJ ajst-31205 99 15 algorithm algorithm NOUN ajst-31205 99 16 in in ADP ajst-31205 99 17 breeding[j breeding[j PROPN ajst-31205 99 18 ] ] PUNCT ajst-31205 99 19 . . PUNCT ajst-31205 100 1 molecular molecular ADJ ajst-31205 100 2 plant plant NOUN ajst-31205 100 3 breeding breeding NOUN ajst-31205 100 4 , , PUNCT ajst-31205 100 5 2024 2024 NUM ajst-31205 100 6 , , PUNCT ajst-31205 100 7 22(01 22(01 NUM ajst-31205 100 8 ): ): PUNCT ajst-31205 100 9 286 286 NUM ajst-31205 100 10 - - SYM ajst-31205 100 11 291 291 NUM ajst-31205 100 12 . . PUNCT