{"id":"https://openalex.org/W2104456211","doi":"https://doi.org/10.1109/tevc.2010.2058117","title":"Diversity Management in Evolutionary Many-Objective Optimization","display_name":"Diversity Management in Evolutionary Many-Objective Optimization","publication_year":2010,"publication_date":"2010-12-23","ids":{"openalex":"https://openalex.org/W2104456211","doi":"https://doi.org/10.1109/tevc.2010.2058117","mag":"2104456211"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2010.2058117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2010.2058117","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/A5047200919","display_name":"Salem F. Adra","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Salem F. Adra","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071374930","display_name":"P.J. Fleming","orcid":"https://orcid.org/0000-0001-9837-8404"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter J. Fleming","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","Dept. of Autom. Control & Syst. Eng, Univ. of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Dept. of Autom. Control & Syst. Eng, Univ. of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047200919"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":12.7121,"has_fulltext":false,"cited_by_count":262,"citation_normalized_percentile":{"value":0.99179376,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"2","first_page":"183","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9941999912261963,"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"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.7559186220169067},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7449822425842285},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7181587219238281},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6347562670707703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5558032393455505},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5267100930213928},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5227494239807129},{"id":"https://openalex.org/keywords/solution-set","display_name":"Solution set","score":0.5093611478805542},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4482453465461731},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.41808217763900757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3879554867744446}],"concepts":[{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.7559186220169067},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7449822425842285},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7181587219238281},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6347562670707703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5558032393455505},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5267100930213928},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5227494239807129},{"id":"https://openalex.org/C60033838","wikidata":"https://www.wikidata.org/wiki/Q1751685","display_name":"Solution set","level":3,"score":0.5093611478805542},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4482453465461731},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.41808217763900757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3879554867744446},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2010.2058117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2010.2058117","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":[{"id":"https://metadata.un.org/sdg/10","score":0.6000000238418579,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W42050702","https://openalex.org/W60470895","https://openalex.org/W90390084","https://openalex.org/W225560312","https://openalex.org/W1484287363","https://openalex.org/W1492433263","https://openalex.org/W1504943474","https://openalex.org/W1506237426","https://openalex.org/W1512891209","https://openalex.org/W1519778441","https://openalex.org/W1521316934","https://openalex.org/W1522538275","https://openalex.org/W1553373771","https://openalex.org/W1575601714","https://openalex.org/W1595205399","https://openalex.org/W1595498733","https://openalex.org/W1605170913","https://openalex.org/W1607104331","https://openalex.org/W1607221389","https://openalex.org/W1799158580","https://openalex.org/W1846834309","https://openalex.org/W1856614156","https://openalex.org/W1987958230","https://openalex.org/W1995875735","https://openalex.org/W2025525377","https://openalex.org/W2063375245","https://openalex.org/W2098907614","https://openalex.org/W2107146446","https://openalex.org/W2110828487","https://openalex.org/W2112912151","https://openalex.org/W2123485079","https://openalex.org/W2126105956","https://openalex.org/W2133787071","https://openalex.org/W2139196352","https://openalex.org/W2140066605","https://openalex.org/W2143185749","https://openalex.org/W2148933727","https://openalex.org/W2151879717","https://openalex.org/W2155019998","https://openalex.org/W2165626989","https://openalex.org/W2167145078","https://openalex.org/W2463564488","https://openalex.org/W2994964425","https://openalex.org/W4285719527","https://openalex.org/W6608886761","https://openalex.org/W6631285064","https://openalex.org/W6631460888","https://openalex.org/W6656537966","https://openalex.org/W6678551067","https://openalex.org/W6680838134","https://openalex.org/W6682140922","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2073147994","https://openalex.org/W2977596624","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W85101999","https://openalex.org/W2145877535"],"abstract_inverted_index":{"In":[0,85],"evolutionary":[1,40],"multiobjective":[2,39],"optimization,":[3,52],"the":[4,7,18,24,31,54,128,133,136],"task":[5],"of":[6,17,28,56,114,121,130,132,138,148,155],"optimizer":[8],"is":[9,58,125,160],"to":[10,23,94],"obtain":[11],"an":[12,118],"accurate":[13],"and":[14,26,83,106,109,151],"useful":[15],"approximation":[16,32],"true":[19],"Pareto-optimal":[20],"front.":[21],"Proximity":[22],"front":[25],"diversity":[27,89],"solutions":[29],"within":[30],"set":[33,113],"are":[34,92,103],"important":[35],"requirements.":[36,48],"Most":[37],"established":[38],"algorithms":[41],"(MOEAs)":[42],"have":[43],"mechanisms":[44,91,134],"that":[45,68,127],"address":[46],"these":[47,69],"However,":[49],"in":[50,107,142,146],"many-objective":[51,143,158],"where":[53],"number":[55,120],"objectives":[57,122],"greater":[59],"than":[60],"2":[61],"or":[62],"3,":[63],"it":[64],"has":[65],"been":[66],"found":[67,126],"two":[70,88],"requirements":[71],"can":[72],"conflict":[73],"with":[74,117],"one":[75,131],"another,":[76],"introducing":[77],"problems":[78],"such":[79],"as":[80],"dominance":[81],"resistance":[82],"speciation.":[84],"this":[86,156],"paper,":[87],"management":[90],"introduced":[93,104],"investigate":[95],"their":[96],"impact":[97],"on":[98,111],"overall":[99],"solution":[100],"convergence.":[101],"They":[102],"separately,":[105],"combination,":[108],"tested":[110],"a":[112,139],"test":[115],"functions":[116],"increasing":[119],"(6-20).":[123],"It":[124],"inclusion":[129],"improves":[135],"performance":[137],"well-established":[140],"MOEA":[141],"optimization":[144],"problems,":[145],"terms":[147],"both":[149],"convergence":[150],"diversity.":[152],"The":[153],"relevance":[154],"for":[157],"MOEAs":[159],"discussed.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":27},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":21},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":15}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
