{"id":"https://openalex.org/W4211132949","doi":"https://doi.org/10.1109/icnsc52481.2021.9702204","title":"Ant Colony Optimization for Heterogeneous GVRP with Customers Service Restrictions","display_name":"Ant Colony Optimization for Heterogeneous GVRP with Customers Service Restrictions","publication_year":2021,"publication_date":"2021-12-03","ids":{"openalex":"https://openalex.org/W4211132949","doi":"https://doi.org/10.1109/icnsc52481.2021.9702204"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc52481.2021.9702204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc52481.2021.9702204","pdf_url":null,"source":{"id":"https://openalex.org/S4363608459","display_name":"2021 IEEE International Conference on Networking, Sensing and Control (ICNSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-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/A5101584520","display_name":"Ziwen Li","orcid":"https://orcid.org/0000-0003-4699-359X"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziwen Li","raw_affiliation_strings":["Anhui University of Technology,Department of Electrical and Information Engineering,Maanshan,China"],"affiliations":[{"raw_affiliation_string":"Anhui University of Technology,Department of Electrical and Information Engineering,Maanshan,China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043539737","display_name":"Xianghu Meng","orcid":"https://orcid.org/0000-0002-2010-5841"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghu Meng","raw_affiliation_strings":["Anhui University of Technology,Anhui Provincial Key Laboratory of Power Electronics, and Motion Control,Maanshan,China"],"affiliations":[{"raw_affiliation_string":"Anhui University of Technology,Anhui Provincial Key Laboratory of Power Electronics, and Motion Control,Maanshan,China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083397767","display_name":"Jing Tang","orcid":"https://orcid.org/0000-0001-7480-7710"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Tang","raw_affiliation_strings":["Anhui University of Technology,Department of Electrical and Information Engineering,Maanshan,China"],"affiliations":[{"raw_affiliation_string":"Anhui University of Technology,Department of Electrical and Information Engineering,Maanshan,China","institution_ids":["https://openalex.org/I92178344"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101584520"],"corresponding_institution_ids":["https://openalex.org/I92178344"],"apc_list":null,"apc_paid":null,"fwci":0.4424,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60767263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6723556518554688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6319248676300049},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.605781078338623},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5896221995353699},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.58279949426651},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5151259303092957},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5120611786842346},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4673832654953003},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.43976685404777527},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42240017652511597},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.28155821561813354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22159934043884277},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.15392166376113892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12385812401771545},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1106751561164856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11041077971458435},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10228922963142395}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6723556518554688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6319248676300049},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.605781078338623},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5896221995353699},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.58279949426651},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5151259303092957},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5120611786842346},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4673832654953003},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.43976685404777527},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42240017652511597},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.28155821561813354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22159934043884277},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.15392166376113892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12385812401771545},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1106751561164856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11041077971458435},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10228922963142395},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc52481.2021.9702204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc52481.2021.9702204","pdf_url":null,"source":{"id":"https://openalex.org/S4363608459","display_name":"2021 IEEE International Conference on Networking, Sensing and Control (ICNSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.44999998807907104,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323709","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1982169918","https://openalex.org/W2043459322","https://openalex.org/W2080644754","https://openalex.org/W2296170624","https://openalex.org/W2344461756","https://openalex.org/W2791778696","https://openalex.org/W2885136311","https://openalex.org/W2915814342","https://openalex.org/W2919716836","https://openalex.org/W2924070637","https://openalex.org/W2967838942","https://openalex.org/W2999042448","https://openalex.org/W3082742115","https://openalex.org/W3111657783"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W1547053391","https://openalex.org/W3119129187","https://openalex.org/W2470251263","https://openalex.org/W2017411971","https://openalex.org/W2172069777","https://openalex.org/W1521781013","https://openalex.org/W2193306078","https://openalex.org/W2956620057","https://openalex.org/W2384341213"],"abstract_inverted_index":{"Carbon":[0],"dioxide":[1],"emission":[2],"has":[3],"become":[4],"a":[5,105],"serious":[6],"issue":[7],"all":[8],"over":[9],"the":[10,28,52,62,119,131,135],"world.":[11],"Green":[12],"vehicle":[13],"routing":[14],"problem":[15],"(GVRP)":[16],"is":[17,45,75,84,111,138],"scheduling":[18,58],"vehicles":[19,59],"to":[20,48,60,86,96,113,144],"optimize":[21],"both":[22],"economic":[23,63],"and":[24,68,91,100,130,141],"environmental":[25],"costs":[26],"during":[27],"distribution":[29],"process.":[30],"This":[31],"work":[32],"presents":[33],"heterogeneous":[34],"GVRP":[35],"with":[36],"customers":[37],"service":[38],"restrictions":[39],"(HGVRP-CSR),":[40],"in":[41,118],"which":[42],"each":[43],"customer":[44],"only":[46],"allowed":[47],"be":[49],"served":[50],"by":[51],"designated":[53],"vehicles.":[54],"It":[55],"aims":[56],"at":[57],"minimize":[61],"cost":[64],"of":[65,123],"fuel":[66],"consumption":[67],"CO2":[69],"emission.":[70],"A":[71],"rigorous":[72],"mathematical":[73],"program":[74],"constructed.":[76],"Then,":[77],"an":[78,139],"enhanced":[79],"ant":[80],"colony":[81],"optimization":[82],"algorithm":[83,137],"proposed":[85,136],"solve":[87,145],"it.":[88],"The":[89],"maximum":[90],"minimum":[92],"pheromones":[93],"are":[94,128],"utilized":[95],"overcome":[97],"premature":[98],"convergence":[99],"guarantee":[101],"population":[102],"diversity.":[103],"Furthermore,":[104],"variable":[106],"neighborhood":[107,116],"search":[108,117,121],"(VNS)":[109],"approach":[110],"adopted":[112],"execute":[114],"systematic":[115],"local":[120],"stage":[122],"ACO.":[124],"Finally,":[125],"extensive":[126],"experiments":[127],"conducted":[129],"results":[132],"show":[133],"that":[134],"effective":[140],"efficient":[142],"heuristics":[143],"HGVRP-CSR.":[146]},"counts_by_year":[{"year":2025,"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"}
