{"id":"https://openalex.org/W4320015745","doi":"https://doi.org/10.1109/tetci.2023.3236633","title":"A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm","display_name":"A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm","publication_year":2023,"publication_date":"2023-01-30","ids":{"openalex":"https://openalex.org/W4320015745","doi":"https://doi.org/10.1109/tetci.2023.3236633"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2023.3236633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3236633","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5023816035","display_name":"Kangjia Qiao","orcid":"https://orcid.org/0000-0003-1713-7700"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangjia Qiao","raw_affiliation_strings":["School of Electrical Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1713-7700","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676081","display_name":"Jing Liang","orcid":"https://orcid.org/0000-0003-0811-0223"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liang","raw_affiliation_strings":["School of Electrical Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0811-0223","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042789966","display_name":"Kunjie Yu","orcid":"https://orcid.org/0000-0001-9945-1976"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunjie Yu","raw_affiliation_strings":["School of Electrical Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9945-1976","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376902","display_name":"Minghui Wang","orcid":"https://orcid.org/0000-0002-5788-894X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Wang","raw_affiliation_strings":["School of Information Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001242154","display_name":"Boyang Qu","orcid":"https://orcid.org/0000-0001-7539-3927"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyang Qu","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhongyuan University of Technology, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7539-3927","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072294864","display_name":"Caitong Yue","orcid":"https://orcid.org/0000-0002-3362-0703"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caitong Yue","raw_affiliation_strings":["School of Electrical Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3362-0703","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058828628","display_name":"Yinan Guo","orcid":"https://orcid.org/0000-0002-4276-5410"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinan Guo","raw_affiliation_strings":["China University of Mining and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4276-5410","affiliations":[{"raw_affiliation_string":"China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":18.4417,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.99490442,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":"4","first_page":"1098","last_page":"1112"},"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":0.9988999962806702,"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":0.9804999828338623,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7469832897186279},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7109792232513428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6321198344230652},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6009010076522827},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5209280848503113},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4754899740219116},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45406386256217957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44856569170951843},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.44562825560569763},{"id":"https://openalex.org/keywords/evolutionary-music","display_name":"Evolutionary music","score":0.4446921646595001},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42119327187538147},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.36703187227249146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3541627824306488},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.27008354663848877},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19888192415237427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19675716757774353},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07951495051383972},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06335499882698059}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7469832897186279},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7109792232513428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6321198344230652},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6009010076522827},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5209280848503113},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4754899740219116},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45406386256217957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44856569170951843},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.44562825560569763},{"id":"https://openalex.org/C157741563","wikidata":"https://www.wikidata.org/wiki/Q5418712","display_name":"Evolutionary music","level":5,"score":0.4446921646595001},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42119327187538147},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.36703187227249146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3541627824306488},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.27008354663848877},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19888192415237427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19675716757774353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07951495051383972},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06335499882698059},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2023.3236633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2023.3236633","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G1093100406","display_name":null,"funder_award_id":"61976237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4672621091","display_name":null,"funder_award_id":"2020M682347","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4822529322","display_name":null,"funder_award_id":"61806179","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7719487381","display_name":null,"funder_award_id":"62176238","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7942516388","display_name":null,"funder_award_id":"61876169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1150848239","https://openalex.org/W2085507535","https://openalex.org/W2106334424","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2133738572","https://openalex.org/W2134154181","https://openalex.org/W2143585163","https://openalex.org/W2144051602","https://openalex.org/W2151339633","https://openalex.org/W2322565568","https://openalex.org/W2413527939","https://openalex.org/W2432516117","https://openalex.org/W2557406209","https://openalex.org/W2559562960","https://openalex.org/W2571692374","https://openalex.org/W2593430120","https://openalex.org/W2764251381","https://openalex.org/W2770581177","https://openalex.org/W2795405000","https://openalex.org/W2802427749","https://openalex.org/W2863927645","https://openalex.org/W2912180855","https://openalex.org/W2914106598","https://openalex.org/W2920873891","https://openalex.org/W2921687288","https://openalex.org/W2948943518","https://openalex.org/W2962947982","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W2963787134","https://openalex.org/W2967204423","https://openalex.org/W2982328033","https://openalex.org/W2982889533","https://openalex.org/W3003144366","https://openalex.org/W3003371093","https://openalex.org/W3012133843","https://openalex.org/W3036925570","https://openalex.org/W3098978449","https://openalex.org/W3105750523","https://openalex.org/W3129349105","https://openalex.org/W3133850968","https://openalex.org/W3136310514","https://openalex.org/W3164399590","https://openalex.org/W3180532788","https://openalex.org/W3184980526","https://openalex.org/W3186153394","https://openalex.org/W3195664246","https://openalex.org/W3203702773","https://openalex.org/W3210984283","https://openalex.org/W3216331645","https://openalex.org/W4206608859","https://openalex.org/W4206918614","https://openalex.org/W4214941022","https://openalex.org/W4224118916","https://openalex.org/W4226028973","https://openalex.org/W4226030132","https://openalex.org/W4226213489","https://openalex.org/W4285219208","https://openalex.org/W4285222441","https://openalex.org/W6717764351","https://openalex.org/W6749560537","https://openalex.org/W6796153250"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W41249964","https://openalex.org/W4879471","https://openalex.org/W1573147006","https://openalex.org/W2348559559","https://openalex.org/W2482072397","https://openalex.org/W2007958628","https://openalex.org/W4285805405","https://openalex.org/W609513197","https://openalex.org/W2141433557"],"abstract_inverted_index":{"Constrained":[0],"multi-objective":[1,25],"optimization":[2,13,66],"problems":[3],"(CMOPs)":[4],"are":[5,29,94],"difficult":[6],"to":[7,31,38,73,96,137,169,190],"solve":[8,57,75],"since":[9],"they":[10],"involve":[11],"the":[12,18,34,39,48,53,76,81,87,119,144,148,158,161,164,171,174,191],"of":[14,20,52,121,129,151,163,173],"multiple":[15],"objectives":[16,42],"and":[17,43,80,112,154],"satisfaction":[19],"various":[21],"constraints.":[22],"Most":[23],"constrained":[24],"evolutionary":[26,64,92,104],"algorithms":[27],"(CMOEAs)":[28],"prone":[30],"fall":[32],"into":[33],"local":[35],"optima":[36],"due":[37],"imbalance":[40],"between":[41],"constraints":[44],"as":[45,47],"well":[46],"poor":[49],"search":[50,127],"ability":[51],"population.":[54],"To":[55],"better":[56],"CMOPs,":[58],"this":[59],"paper":[60],"proposes":[61],"a":[62,132],"double-balanced":[63],"multi-task":[65],"(DBEMTO)":[67],"algorithm,":[68],"which":[69],"evolves":[70],"two":[71,113,175],"populations":[72],"respectively":[74],"main":[77],"task":[78,83],"(CMOP)":[79],"auxiliary":[82],"(MOP":[84],"extracted":[85],"from":[86],"CMOP).":[88],"In":[89],"DBEMTO,":[90],"three":[91,103,140,165],"strategies":[93,105,166],"assigned":[95],"each":[97],"population":[98,145],"for":[99],"offspring":[100,176],"generation.":[101],"The":[102],"include":[106],"an":[107],"individual":[108],"transfer-based":[109],"inter-task":[110,122],"strategy":[111],"intra-task":[114,153],"strategies,":[115,141],"not":[116],"only":[117],"utilizing":[118],"information":[120,149],"but":[123],"also":[124],"providing":[125],"diverse":[126],"abilities":[128],"intra-task.":[130],"Moreover,":[131],"self-adaptive":[133],"scheme":[134],"is":[135,167],"developed":[136],"self-adaptively":[138],"employ":[139],"so":[142],"that":[143],"can":[146],"balance":[147],"utilization":[150],"both":[152],"inter-task.":[155],"Then,":[156],"in":[157],"environmental":[159],"selection,":[160],"performance":[162],"adopted":[168],"guide":[170],"sharing":[172],"populations.":[177],"Compared":[178],"with":[179],"several":[180],"other":[181],"state-of-the-art":[182],"CMOEAs,":[183],"DBEMTO":[184],"has":[185],"performed":[186],"more":[187],"competitively":[188],"according":[189],"final":[192],"results.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":40},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
