{"id":"https://openalex.org/W4401215872","doi":"https://doi.org/10.1145/3638530.3654174","title":"Matrix-Based Ant Colony Optimization","display_name":"Matrix-Based Ant Colony Optimization","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401215872","doi":"https://doi.org/10.1145/3638530.3654174"},"language":"en","primary_location":{"id":"doi:10.1145/3638530.3654174","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654174","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5101230721","display_name":"Xu Li","orcid":"https://orcid.org/0009-0000-0537-2047"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Li","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064812064","display_name":"Minh Ph\u00fac Cao","orcid":"https://orcid.org/0009-0006-1423-7393"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Cao","raw_affiliation_strings":["National University of Defense Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100632977","display_name":"Jian-Yu Li","orcid":"https://orcid.org/0000-0002-6143-9207"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Yu Li","raw_affiliation_strings":["Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042066408","display_name":"Jing Xu","orcid":"https://orcid.org/0000-0001-8532-2241"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xu","raw_affiliation_strings":["Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011145004","display_name":"Zhi\u2010Hui Zhan","orcid":"https://orcid.org/0000-0003-0862-0514"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Hui Zhan","raw_affiliation_strings":["Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101230721"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.9077,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74496644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"747","last_page":"750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.7937643527984619},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.5686160326004028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5492756366729736},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4866417348384857},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4625375270843506},{"id":"https://openalex.org/keywords/matrix-algebra","display_name":"Matrix algebra","score":0.4165245294570923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40727540850639343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24415913224220276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18444639444351196},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07839536666870117},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07612329721450806},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0692351758480072}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7937643527984619},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.5686160326004028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5492756366729736},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4866417348384857},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4625375270843506},{"id":"https://openalex.org/C2988995629","wikidata":"https://www.wikidata.org/wiki/Q2915729","display_name":"Matrix algebra","level":3,"score":0.4165245294570923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40727540850639343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24415913224220276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18444639444351196},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07839536666870117},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07612329721450806},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0692351758480072},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638530.3654174","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638530.3654174","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2021066071","https://openalex.org/W2345839474","https://openalex.org/W3124449569","https://openalex.org/W3216331645","https://openalex.org/W4206254511","https://openalex.org/W4226090570","https://openalex.org/W4251002716","https://openalex.org/W4285297595","https://openalex.org/W4292083457","https://openalex.org/W4312461518","https://openalex.org/W4313291093","https://openalex.org/W4383960493","https://openalex.org/W4391149271"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W4399062323","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245"],"abstract_inverted_index":{"Ant":[0],"colony":[1],"optimization":[2,65],"(ACO)":[3],"algorithm,":[4],"as":[5,69],"a":[6,38,111,147],"metaheuristic":[7],"approach":[8],"in":[9,19,33,62,99],"the":[10,27,50,135,139,158,161,166,169],"evolutionary":[11],"computation":[12,128],"(EC)":[13],"community,":[14],"has":[15,44],"achieved":[16],"remarkable":[17],"success":[18],"various":[20],"fields.":[21],"However,":[22,68],"traditional":[23],"ACO":[24,70,80,144,149],"algorithms":[25,55,170],"face":[26],"challenge":[28],"of":[29,53,168],"long":[30],"running":[31],"time":[32],"solving":[34,63],"large-scale":[35,64],"problems.":[36],"Recently,":[37],"novel":[39],"matrix-based":[40,57,82,91,112,140,148],"EC":[41,54],"(MEC)":[42],"framework":[43],"been":[45],"proposed":[46,162],"to":[47,126,129,142,157],"speed":[48],"up":[49],"computational":[51,131],"efficiency":[52,167],"via":[56],"operations,":[58],"which":[59],"is":[60,84],"potential":[61],"problems":[66],"efficiently.":[67],"typically":[71],"performs":[72],"route":[73,94],"construction":[74,95],"and":[75,96,118],"pheromone":[76,97],"update":[77,98],"sequentially,":[78],"accelerating":[79],"with":[81],"operations":[83,125],"challenging.":[85],"To":[86],"this":[87],"end,":[88],"we":[89,109,122,137],"propose":[90,110],"operators":[92,141],"for":[93,114,145],"ACO.":[100],"The":[101,151],"core":[102],"idea":[103],"involves":[104],"two":[105],"key":[106],"aspects.":[107],"Firstly,":[108],"representation":[113],"ant":[115],"routes,":[116],"pheromones,":[117],"heuristic":[119],"information.":[120],"Secondly,":[121],"utilize":[123],"matrix":[124],"parallelize":[127],"reduce":[130],"time.":[132],"Based":[133],"on":[134],"above,":[136],"apply":[138],"classical":[143],"proposing":[146],"(MACO).":[150],"experimental":[152],"results":[153],"demonstrate":[154],"that":[155],"compared":[156],"original":[159],"version,":[160],"MACO":[163],"significantly":[164],"enhances":[165],"while":[171],"maintaining":[172],"its":[173],"problem-solving":[174],"ability.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}