{"id":"https://openalex.org/W2025525377","doi":"https://doi.org/10.1109/cec.2008.4631121","title":"Evolutionary many-objective optimization: A short review","display_name":"Evolutionary many-objective optimization: A short review","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2025525377","doi":"https://doi.org/10.1109/cec.2008.4631121","mag":"2025525377"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2008.4631121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4631121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"},"type":"review","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/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hisao Ishibuchi","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082702041","display_name":"Noritaka Tsukamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noritaka Tsukamoto","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004957967","display_name":"Yusuke Nojima","orcid":"https://orcid.org/0000-0003-4853-1305"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Nojima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035595838"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":32.2478,"has_fulltext":false,"cited_by_count":903,"citation_normalized_percentile":{"value":0.99857521,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2419","last_page":"2426"},"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":0.9980000257492065,"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":0.9929999709129333,"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/scalability","display_name":"Scalability","score":0.8097248077392578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7508612871170044},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7034764289855957},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.659859299659729},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5533742308616638},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5299524068832397},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4638379216194153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43439945578575134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4030846655368805},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35858291387557983},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11857166886329651},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10679256916046143},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0729149580001831}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8097248077392578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508612871170044},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7034764289855957},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.659859299659729},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5533742308616638},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5299524068832397},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4638379216194153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43439945578575134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4030846655368805},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35858291387557983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11857166886329651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10679256916046143},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0729149580001831},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2008.4631121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4631121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1484287363","https://openalex.org/W1487978694","https://openalex.org/W1491287429","https://openalex.org/W1492403673","https://openalex.org/W1494252918","https://openalex.org/W1502374754","https://openalex.org/W1512891209","https://openalex.org/W1519778441","https://openalex.org/W1521316934","https://openalex.org/W1525375343","https://openalex.org/W1558919105","https://openalex.org/W1564638059","https://openalex.org/W1569986015","https://openalex.org/W1575601714","https://openalex.org/W1588375755","https://openalex.org/W1595205399","https://openalex.org/W1595498733","https://openalex.org/W1605170913","https://openalex.org/W1605810911","https://openalex.org/W1607221389","https://openalex.org/W1799158580","https://openalex.org/W1846834309","https://openalex.org/W1856614156","https://openalex.org/W1980591224","https://openalex.org/W1987958230","https://openalex.org/W2008499862","https://openalex.org/W2036643871","https://openalex.org/W2036842679","https://openalex.org/W2038420231","https://openalex.org/W2047156683","https://openalex.org/W2074921660","https://openalex.org/W2098368199","https://openalex.org/W2098907614","https://openalex.org/W2102365077","https://openalex.org/W2106334424","https://openalex.org/W2109865546","https://openalex.org/W2110828487","https://openalex.org/W2122510010","https://openalex.org/W2126105956","https://openalex.org/W2135864487","https://openalex.org/W2142331156","https://openalex.org/W2148933727","https://openalex.org/W2151879717","https://openalex.org/W2155019998","https://openalex.org/W2155345556","https://openalex.org/W2156679542","https://openalex.org/W2161529113","https://openalex.org/W2165823435","https://openalex.org/W2170589503","https://openalex.org/W2211986210","https://openalex.org/W4234260698","https://openalex.org/W4292408320","https://openalex.org/W6629463357","https://openalex.org/W6631406560","https://openalex.org/W6633513437","https://openalex.org/W6635433731","https://openalex.org/W6635609670","https://openalex.org/W6636298850","https://openalex.org/W6688426991","https://openalex.org/W7070868650"],"related_works":["https://openalex.org/W2104456211","https://openalex.org/W2058142975","https://openalex.org/W3038685036","https://openalex.org/W4378676958","https://openalex.org/W3174049743","https://openalex.org/W4312461518","https://openalex.org/W2557786635","https://openalex.org/W2040295584","https://openalex.org/W2648858012","https://openalex.org/W2041625817"],"abstract_inverted_index":{"Whereas":[0],"evolutionary":[1,63],"multiobjective":[2],"optimization":[3],"(EMO)":[4],"algorithms":[5],"have":[6,25],"successfully":[7],"been":[8,27],"used":[9],"in":[10,19,46,62],"a":[11],"wide":[12],"range":[13],"of":[14,53],"real-world":[15],"application":[16],"tasks,":[17],"difficulties":[18,36],"their":[20],"scalability":[21,51],"to":[22],"many-objective":[23,64],"problems":[24],"also":[26],"reported.":[28],"In":[29],"this":[30],"paper,":[31],"first":[32],"we":[33,41,57],"demonstrate":[34],"those":[35],"through":[37],"computational":[38],"experiments.":[39],"Then":[40],"review":[42],"some":[43],"approaches":[44],"proposed":[45],"the":[47,50],"literature":[48],"for":[49],"improvement":[52],"EMO":[54],"algorithms.":[55],"Finally":[56],"suggest":[58],"future":[59],"research":[60],"directions":[61],"optimization.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":68},{"year":2020,"cited_by_count":64},{"year":2019,"cited_by_count":70},{"year":2018,"cited_by_count":75},{"year":2017,"cited_by_count":73},{"year":2016,"cited_by_count":77},{"year":2015,"cited_by_count":79},{"year":2014,"cited_by_count":74},{"year":2013,"cited_by_count":57},{"year":2012,"cited_by_count":39}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}