{"id":"https://openalex.org/W7118066487","doi":"https://doi.org/10.1093/jcde/qwaf146","title":"A constrained multi-objective evolutionary algorithm assisted by comprehensive ranking technique","display_name":"A constrained multi-objective evolutionary algorithm assisted by comprehensive ranking technique","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7118066487","doi":"https://doi.org/10.1093/jcde/qwaf146"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwaf146","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf146","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/jcde/qwaf146","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049472138","display_name":"Zhiqiang Zeng","orcid":"https://orcid.org/0000-0002-9544-5605"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zeng","raw_affiliation_strings":["School of Mechanical Engineering, Dongguan University of Technology , Dongguan 523808 ,"],"raw_orcid":"https://orcid.org/0000-0002-9544-5605","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Dongguan University of Technology , Dongguan 523808 ,","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006895046","display_name":"Zhiguo Wang","orcid":"https://orcid.org/0000-0003-0343-7278"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University , Jiangmen 529020 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University , Jiangmen 529020 ,","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085249809","display_name":"Tianlei Wang","orcid":"https://orcid.org/0000-0002-6983-0788"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianlei Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University , Jiangmen 529020 ,"],"raw_orcid":"https://orcid.org/0000-0002-6983-0788","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University , Jiangmen 529020 ,","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121860844","display_name":"Xiaozhi Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Xiao-Zhi Gao","raw_affiliation_strings":["School of Computing, University of Eastern Finland , Kuopio FI-70211 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland , Kuopio FI-70211 ,","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022302204","display_name":"Shuling Yang","orcid":"https://orcid.org/0000-0002-4242-9986"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuling Yang","raw_affiliation_strings":["School of Computer Science and Technology, Dongguan University of Technology , Dongguan 523808 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dongguan University of Technology , Dongguan 523808 ,","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100537036","display_name":"Yan Xiaohui","orcid":"https://orcid.org/0009-0004-9652-0779"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Yan","raw_affiliation_strings":["School of Mechanical Engineering, Dongguan University of Technology , Dongguan 523808 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Dongguan University of Technology , Dongguan 523808 ,","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085249809"],"corresponding_institution_ids":["https://openalex.org/I98834328"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":2.6561,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92022341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":"4","first_page":"114","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.951200008392334,"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":0.951200008392334,"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":0.02370000071823597,"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":0.00419999985024333,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8381999731063843},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6776000261306763},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6062999963760376},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5375000238418579},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5218999981880188},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4586000144481659},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44130000472068787}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8381999731063843},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6776000261306763},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6062999963760376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514000058174133},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5375000238418579},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5218999981880188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4900999963283539},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4586000144481659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44269999861717224},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44130000472068787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43720000982284546},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42260000109672546},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.3393000066280365},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2888000011444092},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwaf146","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf146","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwaf146","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf146","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.40325796604156494}],"awards":[{"id":"https://openalex.org/G7034859417","display_name":null,"funder_award_id":"2022A1515140093","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8999416073","display_name":null,"funder_award_id":"52305550","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/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":81,"referenced_works":["https://openalex.org/W2013651616","https://openalex.org/W2040790879","https://openalex.org/W2048810930","https://openalex.org/W2052309754","https://openalex.org/W2074129780","https://openalex.org/W2093505886","https://openalex.org/W2126105956","https://openalex.org/W2126891684","https://openalex.org/W2129380951","https://openalex.org/W2143585163","https://openalex.org/W2151339633","https://openalex.org/W2165109867","https://openalex.org/W2317808322","https://openalex.org/W2397892666","https://openalex.org/W2461776015","https://openalex.org/W2554603071","https://openalex.org/W2557406209","https://openalex.org/W2764251381","https://openalex.org/W2797269971","https://openalex.org/W2885304550","https://openalex.org/W2898121080","https://openalex.org/W2906841569","https://openalex.org/W2912180855","https://openalex.org/W2914106598","https://openalex.org/W2921603572","https://openalex.org/W2944969035","https://openalex.org/W2954573208","https://openalex.org/W2961956724","https://openalex.org/W2962873766","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W2982328033","https://openalex.org/W2998858958","https://openalex.org/W3003144366","https://openalex.org/W3085406059","https://openalex.org/W3096193467","https://openalex.org/W3110544309","https://openalex.org/W3113044294","https://openalex.org/W3119755290","https://openalex.org/W3131024162","https://openalex.org/W3133850968","https://openalex.org/W3134125492","https://openalex.org/W3164463895","https://openalex.org/W3164687984","https://openalex.org/W3168337948","https://openalex.org/W3181591493","https://openalex.org/W3191112387","https://openalex.org/W3193110091","https://openalex.org/W3195664246","https://openalex.org/W3197946950","https://openalex.org/W3212275275","https://openalex.org/W4200164167","https://openalex.org/W4205662529","https://openalex.org/W4206608859","https://openalex.org/W4285734629","https://openalex.org/W4292471178","https://openalex.org/W4304811029","https://openalex.org/W4306169065","https://openalex.org/W4311433020","https://openalex.org/W4312203646","https://openalex.org/W4312801625","https://openalex.org/W4317910477","https://openalex.org/W4319661915","https://openalex.org/W4328028609","https://openalex.org/W4376142828","https://openalex.org/W4385063845","https://openalex.org/W4385610417","https://openalex.org/W4385864338","https://openalex.org/W4385988987","https://openalex.org/W4388182910","https://openalex.org/W4392723752","https://openalex.org/W4399718585","https://openalex.org/W4401567523","https://openalex.org/W4404852267","https://openalex.org/W4407316562","https://openalex.org/W4407869810","https://openalex.org/W4409525120","https://openalex.org/W4412585804","https://openalex.org/W4413744215","https://openalex.org/W4415291228","https://openalex.org/W4416021267"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Balancing":[1],"objective":[2,41,76],"functions":[3,42,77],"and":[4,11,43,59,78,117],"constraints,":[5],"as":[6,8],"well":[7],"balancing":[9,115],"diversity":[10,116],"convergence,":[12],"are":[13,144],"the":[14,46,50,55,60,68,135,138,148,160,167,173,176],"main":[15],"challenges":[16],"for":[17,40,104,112],"constrained":[18,122],"multi-objective":[19,123],"evolutionary":[20,124],"algorithms.":[21,154,169],"To":[22,133],"address":[23],"these":[24],"challenges,":[25],"this":[26],"study":[27],"proposes":[28],"a":[29,73,82,120],"comprehensive":[30,56,87,128],"ranking":[31,57,69,88,129],"technique":[32,130],"that":[33,159],"integrates":[34,92],"multiple":[35],"rankings":[36],"with":[37,96,151],"different":[38,97],"preferences":[39],"constraints.":[44,79],"During":[45],"environmental":[47],"selection":[48],"process,":[49],"population":[51,63],"is":[52,64,89,102,110,131],"ranked":[53],"using":[54],"technique,":[58],"next":[61],"generation":[62],"selected":[65],"based":[66,85,183],"on":[67,86,184],"results,":[70],"thereby":[71],"achieving":[72],"balance":[74],"between":[75],"In":[80],"addition,":[81],"search":[83],"algorithm":[84,125],"proposed,":[90],"which":[91],"two":[93],"mutation":[94,100,108],"operators":[95],"characteristics.":[98],"One":[99],"operator":[101,109],"used":[103,111,145],"exploration,":[105],"while":[106],"another":[107],"exploitation,":[113],"thus":[114],"convergence.":[118],"Finally,":[119],"new":[121],"assisted":[126],"by":[127],"proposed.":[132],"verify":[134],"performance":[136],"of":[137,175],"proposed":[139,149,161,177],"method,":[140],"56":[141],"test":[142],"problems":[143,182],"to":[146],"compare":[147],"method":[150,162,178],"10":[152,168],"state-of-the-art":[153],"The":[155],"experimental":[156],"results":[157],"show":[158],"performs":[163],"significantly":[164],"better":[165],"than":[166],"Furthermore,":[170],"we":[171],"validated":[172],"effectiveness":[174],"in":[179],"solving":[180],"real-world":[181],"some":[185],"power":[186],"electronics":[187],"problems.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-18T08:10:14.011955","created_date":"2026-01-03T00:00:00"}
