{"id":"https://openalex.org/W3169048976","doi":"https://doi.org/10.3233/jcm-215185","title":"Enterprise distribution routing optimization with soft time windows based on genetic algorithm","display_name":"Enterprise distribution routing optimization with soft time windows based on genetic algorithm","publication_year":2021,"publication_date":"2021-06-15","ids":{"openalex":"https://openalex.org/W3169048976","doi":"https://doi.org/10.3233/jcm-215185","mag":"3169048976"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-215185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-215185","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020307485","display_name":"Kaixian Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixian Gao","raw_affiliation_strings":["Maritime College, Guangdong Ocean University, Zhanjiang, Guangdong 524088, China"],"affiliations":[{"raw_affiliation_string":"Maritime College, Guangdong Ocean University, Zhanjiang, Guangdong 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018133716","display_name":"Guohua Yang","orcid":"https://orcid.org/0000-0001-8471-6740"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Yang","raw_affiliation_strings":["Maritime College, Guangdong Ocean University, Zhanjiang, Guangdong 524088, China"],"affiliations":[{"raw_affiliation_string":"Maritime College, Guangdong Ocean University, Zhanjiang, Guangdong 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061825293","display_name":"Xiaobo Sun","orcid":"https://orcid.org/0000-0003-0938-412X"},"institutions":[{"id":"https://openalex.org/I4210092870","display_name":"Jiaxing University","ror":"https://ror.org/00j2a7k55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092870"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Sun","raw_affiliation_strings":["College of Business, Jiaxing University, Jiaxing, Zhejiang 314001, China"],"affiliations":[{"raw_affiliation_string":"College of Business, Jiaxing University, Jiaxing, Zhejiang 314001, China","institution_ids":["https://openalex.org/I4210092870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061825293"],"corresponding_institution_ids":["https://openalex.org/I4210092870"],"apc_list":null,"apc_paid":null,"fwci":0.2965,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63038876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":"3","first_page":"775","last_page":"785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14270","display_name":"Simulation and Modeling Applications","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6827123165130615},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6741952300071716},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.6727290749549866},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.5910535454750061},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5822033882141113},{"id":"https://openalex.org/keywords/customer-satisfaction","display_name":"Customer satisfaction","score":0.4964495301246643},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.46392735838890076},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4588286578655243},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4489889144897461},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.43287256360054016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42337095737457275},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.32623982429504395},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14893904328346252},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11874571442604065},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10405418276786804},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10343149304389954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08816570043563843}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6827123165130615},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6741952300071716},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.6727290749549866},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.5910535454750061},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5822033882141113},{"id":"https://openalex.org/C191511416","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Customer satisfaction","level":2,"score":0.4964495301246643},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.46392735838890076},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4588286578655243},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4489889144897461},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.43287256360054016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42337095737457275},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.32623982429504395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14893904328346252},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11874571442604065},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10405418276786804},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10343149304389954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08816570043563843},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-215185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-215185","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2896649918","https://openalex.org/W2999604716"],"related_works":["https://openalex.org/W2018691209","https://openalex.org/W4312143452","https://openalex.org/W4247364272","https://openalex.org/W3133151256","https://openalex.org/W2132920749","https://openalex.org/W2101108574","https://openalex.org/W2157331354","https://openalex.org/W2626773395","https://openalex.org/W3131953714","https://openalex.org/W2365217312"],"abstract_inverted_index":{"With":[0],"the":[1,5,8,23,29,35,38,44,51,59,79,82,89,95,100,112,116,125,137],"rapid":[2],"development":[3],"of":[4,10,18,22,34,62,81,91,103,127,139,142],"logistics":[6],"industry,":[7],"demand":[9],"customer":[11,32,52],"become":[12],"higher":[13],"and":[14,31,50,75,106,151],"higher.":[15],"The":[16],"timeliness":[17],"distribution":[19,39,66],"becomes":[20],"one":[21],"important":[24],"factors":[25],"that":[26],"directly":[27],"affect":[28],"profit":[30],"satisfaction":[33,53],"enterprise.":[36],"If":[37],"route":[40],"is":[41,86,133],"planned":[42],"rationally,":[43],"cost":[45],"can":[46,54],"be":[47,55],"greatly":[48],"reduced":[49],"improved.":[56],"Aiming":[57],"at":[58],"routing":[60],"problem":[61,138],"A":[63,143],"company\u2019s":[64],"vehicle":[65],"link,":[67],"we":[68,98],"establish":[69],"mathematical":[70],"models":[71],"based":[72],"on":[73],"theory":[74],"practice.":[76],"According":[77],"to":[78,110,147],"characteristics":[80],"model,":[83],"genetic":[84,108,117,128],"algorithm":[85,90,109,118,129],"selected":[87],"as":[88,146],"path":[92],"optimization.":[93],"At":[94],"same":[96],"time,":[97],"simulate":[99],"actual":[101],"situation":[102],"a":[104],"company,":[105,144],"use":[107],"plan":[111],"calculus.":[113],"By":[114],"contrast,":[115],"suitable":[119],"for":[120],"solving":[121],"complex":[122],"optimization":[123],"problems,":[124],"practicability":[126],"in":[130],"this":[131],"design":[132],"highlighted.":[134],"It":[135],"solves":[136],"unreasonable":[140],"transportation":[141],"so":[145],"get":[148],"faster":[149],"efficiency":[150],"lower":[152],"cost.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
