{"id":"https://openalex.org/W3088471136","doi":"https://doi.org/10.1109/tcyb.2020.3016426","title":"A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection","display_name":"A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3088471136","doi":"https://doi.org/10.1109/tcyb.2020.3016426","mag":"3088471136","pmid":"https://pubmed.ncbi.nlm.nih.gov/32966225"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3016426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3016426","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5056123187","display_name":"Yuren Zhou","orcid":"https://orcid.org/0000-0002-0497-0835"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuren Zhou","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704822","display_name":"Zefeng Chen","orcid":"https://orcid.org/0000-0001-7654-8425"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zefeng Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021785547","display_name":"Zhengxin Huang","orcid":"https://orcid.org/0000-0001-7121-4143"},"institutions":[{"id":"https://openalex.org/I4210130692","display_name":"Affiliated Hospital of Youjiang Medical University for Nationalities","ror":"https://ror.org/0358v9d31","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengxin Huang","raw_affiliation_strings":["Department of Computer Science, Youjiang Medical University for Nationalities, Baise, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Youjiang Medical University for Nationalities, Baise, China","institution_ids":["https://openalex.org/I4210130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027424271","display_name":"Yi Xiang","orcid":"https://orcid.org/0000-0003-2118-4825"},"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":false,"raw_author_name":"Yi Xiang","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056123187"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":1.5478,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86985524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"52","issue":"5","first_page":"3888","last_page":"3901"},"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":0.9966999888420105,"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":0.9850999712944031,"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":0.6183438897132874},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5994510054588318},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5788020491600037},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5616313815116882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.517057478427887},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5027668476104736},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.496338427066803},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4818509817123413},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45672234892845154},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4556392431259155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3403697609901428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19754737615585327}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6183438897132874},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5994510054588318},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5788020491600037},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5616313815116882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.517057478427887},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5027668476104736},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.496338427066803},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4818509817123413},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45672234892845154},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4556392431259155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3403697609901428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19754737615585327},{"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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2020.3016426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3016426","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:32966225","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32966225","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/162386","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/162386","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G3131683276","display_name":null,"funder_award_id":"61673403","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3851559966","display_name":null,"funder_award_id":"61773410","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8846651831","display_name":null,"funder_award_id":"2019MS088","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W106819720","https://openalex.org/W224959492","https://openalex.org/W760913798","https://openalex.org/W1503648602","https://openalex.org/W1525375343","https://openalex.org/W1543520236","https://openalex.org/W1588375755","https://openalex.org/W1608317386","https://openalex.org/W1662894842","https://openalex.org/W1808460590","https://openalex.org/W1846834309","https://openalex.org/W1856614156","https://openalex.org/W1993530334","https://openalex.org/W2015371402","https://openalex.org/W2022485595","https://openalex.org/W2023685757","https://openalex.org/W2025525377","https://openalex.org/W2025822274","https://openalex.org/W2040622444","https://openalex.org/W2049862811","https://openalex.org/W2062061003","https://openalex.org/W2063375245","https://openalex.org/W2067544246","https://openalex.org/W2071694551","https://openalex.org/W2072661909","https://openalex.org/W2075016777","https://openalex.org/W2106334424","https://openalex.org/W2108968575","https://openalex.org/W2125308499","https://openalex.org/W2125502051","https://openalex.org/W2126105956","https://openalex.org/W2128357515","https://openalex.org/W2135416068","https://openalex.org/W2135974394","https://openalex.org/W2143381319","https://openalex.org/W2146446525","https://openalex.org/W2286629231","https://openalex.org/W2313094906","https://openalex.org/W2343601797","https://openalex.org/W2352407177","https://openalex.org/W2432516117","https://openalex.org/W2466060750","https://openalex.org/W2469950730","https://openalex.org/W2502932208","https://openalex.org/W2557744929","https://openalex.org/W2558150887","https://openalex.org/W2558581367","https://openalex.org/W2570235502","https://openalex.org/W2607407907","https://openalex.org/W2608933942","https://openalex.org/W2616650140","https://openalex.org/W2742301840","https://openalex.org/W2751605210","https://openalex.org/W2781380637","https://openalex.org/W2783781089","https://openalex.org/W2789351846","https://openalex.org/W2794118109","https://openalex.org/W2798139910","https://openalex.org/W2806920391","https://openalex.org/W2888338796","https://openalex.org/W2889750846","https://openalex.org/W2903182729","https://openalex.org/W2906148503","https://openalex.org/W2921981915","https://openalex.org/W2953848868","https://openalex.org/W2967673938","https://openalex.org/W3100195331","https://openalex.org/W4252684946","https://openalex.org/W6717764351","https://openalex.org/W6732718979","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W2145877535","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W2744730182"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,114,172,195],"simple":[4],"yet":[5],"effective":[6],"multiobjective":[7],"evolutionary":[8],"algorithm":[9,21,66,91,143,193,207],"(EA)":[10],"for":[11,162],"dealing":[12,163],"with":[13,15,27,148,164,166,177,214,219,224],"problems":[14,165,176,218,223],"irregular":[16,167,220],"Pareto":[17],"front.":[18],"The":[19,138],"proposed":[20,65,90,142,192],"does":[22],"not":[23],"need":[24],"to":[25,56,68,113,185],"deal":[26,213],"the":[28,38,46,64,81,89,98,106,120,125,141,191,203,206],"issues":[29],"of":[30,48,73,122,134,140,174,180,201,217,227],"predefining":[31],"weight":[32],"vectors":[33],"and":[34,118,146,157,205,209,222],"calculating":[35],"indicators":[36],"in":[37,59,97,109,199],"search":[39,53,136],"process.":[40],"It":[41],"is":[42,103,144],"mainly":[43],"based":[44],"on":[45,171],"thought":[47],"adaptively":[49],"selecting":[50],"multiple":[51],"promising":[52,135],"directions":[54],"according":[55,112],"crowdedness":[57],"information":[58,108],"local":[60,107],"objective":[61,110],"spaces.":[62],"Concretely,":[63],"attempts":[67],"dynamically":[69],"delete":[70],"an":[71],"individual":[72],"poor":[74],"quality":[75],"until":[76],"enough":[77],"individuals":[78,96,131],"survive":[79],"into":[80],"next":[82],"generation.":[83],"In":[84],"this":[85],"environmental":[86],"selection":[87,116],"process,":[88],"considers":[92],"two":[93],"or":[94],"three":[95,158],"most":[99],"crowded":[100],"area,":[101],"which":[102],"determined":[104],"by":[105],"space,":[111],"probability":[115],"mechanism,":[117],"deletes":[119],"worst":[121],"them":[123],"from":[124,183],"current":[126],"population.":[127],"Thus,":[128],"these":[129],"surviving":[130],"are":[132],"representative":[133],"directions.":[137],"performance":[139,204],"verified":[145],"compared":[147],"seven":[149],"state-of-the-art":[150],"algorithms":[151,159],"[including":[152],"four":[153],"general":[154],"multi/many-objective":[155],"EAs":[156],"specially":[160],"designed":[161],"Pareto-optimal":[168],"front":[169],"(PF)]":[170],"variety":[173],"complicated":[175],"different":[178,215,225],"numbers":[179,226],"objectives":[181],"ranging":[182],"2":[184],"15.":[186],"Empirical":[187],"results":[188],"demonstrate":[189],"that":[190],"has":[194],"strong":[196],"competitiveness":[197],"power":[198],"terms":[200],"both":[202],"compactness,":[208],"it":[210],"can":[211],"well":[212],"types":[216],"PF":[221],"objectives.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}