{"id":"https://openalex.org/W1575601714","doi":"https://doi.org/10.1109/cec.2003.1299927","title":"Evolutionary many-objective optimisation: an exploratory analysis","display_name":"Evolutionary many-objective optimisation: an exploratory analysis","publication_year":2004,"publication_date":"2004-07-09","ids":{"openalex":"https://openalex.org/W1575601714","doi":"https://doi.org/10.1109/cec.2003.1299927","mag":"1575601714"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2003.1299927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","raw_type":"proceedings-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/A5052559143","display_name":"Robin C. Purshouse","orcid":"https://orcid.org/0000-0001-5880-1925"},"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":"R.C. Purshouse","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","[Dept. of Autom. Control & Syst. Eng., Sheffield Univ., 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., Sheffield Univ., 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":"P.J. Fleming","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","[Dept. of Autom. Control & Syst. Eng., Sheffield Univ., 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., Sheffield Univ., UK]","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052559143"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":5.8721,"has_fulltext":false,"cited_by_count":239,"citation_normalized_percentile":{"value":0.96304875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"3","issue":null,"first_page":"2066","last_page":"2073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9958000183105469,"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":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.5999457240104675},{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.5392652153968811},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5199741125106812},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5167993307113647},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5074498057365417},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4867999255657196},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.47891318798065186},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47738999128341675},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4504009485244751},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.4317294955253601},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4217022955417633},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2707371711730957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2589072585105896},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11189401149749756},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.10230177640914917},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.0918225646018982}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5999457240104675},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.5392652153968811},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5199741125106812},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5167993307113647},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5074498057365417},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4867999255657196},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.47891318798065186},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47738999128341675},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4504009485244751},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.4317294955253601},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4217022955417633},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2707371711730957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2589072585105896},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11189401149749756},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10230177640914917},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0918225646018982},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2003.1299927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.343.2320","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.343.2320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W90390084","https://openalex.org/W99001025","https://openalex.org/W119234187","https://openalex.org/W225560312","https://openalex.org/W863572139","https://openalex.org/W1502140970","https://openalex.org/W1504943474","https://openalex.org/W1506237426","https://openalex.org/W1519778441","https://openalex.org/W1553373771","https://openalex.org/W1572960541","https://openalex.org/W1578324001","https://openalex.org/W1585939719","https://openalex.org/W1595498733","https://openalex.org/W1607104331","https://openalex.org/W1846834309","https://openalex.org/W1856614156","https://openalex.org/W1993530334","https://openalex.org/W2086578213","https://openalex.org/W2098907614","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2135416068","https://openalex.org/W2261054240","https://openalex.org/W3023540311","https://openalex.org/W4292408320","https://openalex.org/W6604876849","https://openalex.org/W6608886761","https://openalex.org/W6629935097","https://openalex.org/W6634239536"],"related_works":["https://openalex.org/W2380963126","https://openalex.org/W2352349437","https://openalex.org/W129091060","https://openalex.org/W2348896848","https://openalex.org/W2389875415","https://openalex.org/W1544908136","https://openalex.org/W2354568776","https://openalex.org/W2160425906","https://openalex.org/W3200129594","https://openalex.org/W4384024154"],"abstract_inverted_index":{"This":[0],"inquiry":[1],"explores":[2],"the":[3,39,48,73,93],"effectiveness":[4],"of":[5,8,30,42,64,75,95],"a":[6,28],"class":[7],"modern":[9],"evolutionary":[10],"algorithms,":[11],"represented":[12],"by":[13],"NSGA-II,":[14],"for":[15,27,38,54,61,87],"solving":[16],"optimisation":[17],"tasks":[18],"with":[19],"many":[20],"conflicting":[21],"objectives.":[22],"Optimiser":[23],"behaviour":[24,89],"is":[25,77],"assessed":[26],"grid":[29],"recombination":[31,55],"operator":[32],"configurations.":[33],"Performance":[34],"maps":[35],"are":[36,56,84,90],"obtained":[37],"dual":[40],"aims":[41],"proximity":[43],"to,":[44],"and":[45,98],"distribution":[46],"across,":[47],"optimal":[49],"trade-off":[50],"surface.":[51],"Classical":[52],"settings":[53],"shown":[57],"to":[58,68],"be":[59],"suitable":[60],"small":[62],"numbers":[63],"objectives":[65,76],"but":[66],"correspond":[67],"very":[69],"poor":[70],"performance":[71],"as":[72],"number":[74],"increased,":[78],"even":[79],"when":[80],"large":[81],"population":[82],"sizes":[83],"used.":[85],"Explanations":[86],"this":[88],"offered":[91],"via":[92],"concepts":[94],"dominance":[96],"resistance":[97],"active":[99],"diversity":[100],"promotion.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":26},{"year":2014,"cited_by_count":27},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
