{"id":"https://openalex.org/W4390075039","doi":"https://doi.org/10.1109/tevc.2023.3345470","title":"A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization","display_name":"A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization","publication_year":2023,"publication_date":"2023-12-21","ids":{"openalex":"https://openalex.org/W4390075039","doi":"https://doi.org/10.1109/tevc.2023.3345470"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2023.3345470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3345470","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","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/A5051350859","display_name":"Shumin Xie","orcid":"https://orcid.org/0000-0002-5096-4719"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shumin Xie","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026092741","display_name":"Kangshun Li","orcid":"https://orcid.org/0000-0002-0429-446X"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210124427","display_name":"City College of Dongguan University of Technology","ror":"https://ror.org/02vdh2x09","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029","https://openalex.org/I4210124427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangshun Li","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","School of Artificial Intelligence, Dongguan City University, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"School of Artificial Intelligence, Dongguan City University, Dongguan, China","institution_ids":["https://openalex.org/I4210124427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649161","display_name":"Wenxiang Wang","orcid":"https://orcid.org/0009-0002-9542-7746"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxiang Wang","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460758","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0002-2594-3043"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["School of Software Engineering, Shenzhen Institute of Information Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Shenzhen Institute of Information Technology, Shenzhen, China","institution_ids":["https://openalex.org/I158809036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053119185","display_name":"Chaoda Peng","orcid":"https://orcid.org/0000-0002-5870-8410"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoda Peng","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054908307","display_name":"Hassan Jalil","orcid":"https://orcid.org/0000-0001-8417-2536"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hassan Jalil","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051350859"],"corresponding_institution_ids":["https://openalex.org/I101479585"],"apc_list":null,"apc_paid":null,"fwci":3.5657,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94219172,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"31","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.988099992275238,"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/population","display_name":"Population","score":0.7804865837097168},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7363276481628418},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6566855907440186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6225512027740479},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5137823224067688},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.49039244651794434},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.48039084672927856},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43412673473358154},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.42081597447395325},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38250449299812317},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28234922885894775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24869772791862488}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.7804865837097168},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7363276481628418},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6566855907440186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6225512027740479},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5137823224067688},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.49039244651794434},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.48039084672927856},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43412673473358154},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.42081597447395325},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38250449299812317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28234922885894775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24869772791862488},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"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},{"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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2023.3345470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3345470","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G5233557687","display_name":null,"funder_award_id":"2022A1515011447","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G6219699407","display_name":null,"funder_award_id":"0220820010535001","funder_id":"https://openalex.org/F4320335803","funder_display_name":"Shenzhen Fundamental Research and Discipline Layout project"}],"funders":[{"id":"https://openalex.org/F4320335803","display_name":"Shenzhen Fundamental Research and Discipline Layout project","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1968258027","https://openalex.org/W2013651616","https://openalex.org/W2055025427","https://openalex.org/W2058142975","https://openalex.org/W2085507535","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2461776015","https://openalex.org/W2764251381","https://openalex.org/W2803331670","https://openalex.org/W2906841569","https://openalex.org/W2912180855","https://openalex.org/W2914106598","https://openalex.org/W2914542742","https://openalex.org/W2962947982","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W3003144366","https://openalex.org/W3012133843","https://openalex.org/W3013158795","https://openalex.org/W3024547383","https://openalex.org/W3036925570","https://openalex.org/W3036927897","https://openalex.org/W3124566288","https://openalex.org/W3126639668","https://openalex.org/W3134125492","https://openalex.org/W3136310514","https://openalex.org/W3136322623","https://openalex.org/W3140707475","https://openalex.org/W3165421633","https://openalex.org/W3167591632","https://openalex.org/W3175190983","https://openalex.org/W3178708095","https://openalex.org/W3184980526","https://openalex.org/W3187022876","https://openalex.org/W3195500876","https://openalex.org/W3195664246","https://openalex.org/W3200129594","https://openalex.org/W3214147193","https://openalex.org/W3215619686","https://openalex.org/W4200001839","https://openalex.org/W4200221607","https://openalex.org/W4206608859","https://openalex.org/W4210738791","https://openalex.org/W4214941022","https://openalex.org/W4224239917","https://openalex.org/W4225288501","https://openalex.org/W4225709176","https://openalex.org/W4226153569","https://openalex.org/W4308652826","https://openalex.org/W4309047535","https://openalex.org/W4320479295","https://openalex.org/W4360594780"],"related_works":["https://openalex.org/W2751605210","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2391924736","https://openalex.org/W3133779647"],"abstract_inverted_index":{"Both":[0],"dual-population":[1,51],"and":[2,12,52,68,72,86,97,127,148],"two-phase":[3,53],"strategies":[4],"are":[5,153],"effective":[6],"for":[7,163],"utilizing":[8],"infeasible":[9,104],"solution":[10],"information":[11],"significantly":[13],"enhancing":[14],"the":[15,69,74,78,92,99,103,113,117,123,130,157],"ability":[16,159],"of":[17,77,160],"algorithms":[18,28,180],"to":[19,30,120,128,155],"solve":[20],"constrained":[21,43,124],"multi-objective":[22,44],"optimization":[23],"problems.":[24,166,184],"However,":[25],"most":[26,182],"existing":[27],"tend":[29],"underperform":[31],"when":[32],"facing":[33],"problems":[34],"with":[35],"complex":[36,165],"constraints.":[37],"To":[38],"address":[39],"these":[40],"issues,":[41],"a":[42,138,142,149],"evolutionary":[45,75],"algorithm":[46],"named":[47],"DPTPEA,":[48],"which":[49],"combines":[50],"strategies,":[54],"is":[55],"proposed":[56,154],"in":[57],"this":[58],"paper.":[59],"DPTPEA":[60,176],"employs":[61],"two":[62,82],"collaborative":[63],"populations":[64],"(the":[65],"exploitive":[66,100,131],"population":[67,80,94,101,115,132,162],"tractive":[70,79,93,114,161],"population)":[71],"divides":[73],"process":[76],"into":[81],"phases":[83],"(Phase":[84],"1":[85],"Phase":[87,90,111],"2).":[88],"In":[89,110],"1,":[91],"ignores":[95],"constraints":[96],"drags":[98],"across":[102],"region":[105],"by":[106],"sharing":[107],"offspring":[108],"information.":[109],"2,":[112],"adopts":[116],"epsilon-constrained":[118],"method":[119],"converge":[121],"toward":[122],"Pareto":[125],"front":[126],"guide":[129],"exploiting":[133],"different":[134],"feasible":[135],"regions.":[136],"Moreover,":[137],"dynamic":[139,150],"cooperation":[140],"strategy,":[141,147],"boundary":[143],"point":[144],"direction":[145],"sampling":[146],"environmental":[151],"selection":[152],"improve":[156],"exploration":[158],"solving":[164],"Comprehensive":[167],"experiments":[168],"on":[169,181],"three":[170],"popular":[171],"test":[172,183],"suites":[173],"demonstrate":[174],"that":[175],"outperforms":[177],"seven":[178],"state-of-the-art":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}