{"id":"https://openalex.org/W2100614349","doi":"https://doi.org/10.1109/fuzzy.2005.1452498","title":"Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy Rule-Based Classification Systems","display_name":"Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy Rule-Based Classification Systems","publication_year":2005,"publication_date":"2005-07-27","ids":{"openalex":"https://openalex.org/W2100614349","doi":"https://doi.org/10.1109/fuzzy.2005.1452498","mag":"2100614349"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2005.1452498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","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/A5089029124","display_name":"Kaname Narukawa","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":true,"raw_author_name":"K. Narukawa","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Graduate School of Engineering, Osaka Prefecture University#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University#TAB#","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","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":"Y. Nojima","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Graduate School of Engineering, Osaka Prefecture University#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University#TAB#","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","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":false,"raw_author_name":"H. Ishibuchi","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Graduate School of Engineering, Osaka Prefecture University#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University#TAB#","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089029124"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":2.1081,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.86917904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"809","last_page":"814"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9968000054359436,"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":0.9968000054359436,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9965000152587891,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958999752998352,"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/crossover","display_name":"Crossover","score":0.731176495552063},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.7293643355369568},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6320279836654663},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5147038102149963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5012607574462891},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48257747292518616},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4804384410381317},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4713297188282013},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46494144201278687},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.408795028924942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.395329087972641},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3941212594509125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3919360637664795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36874818801879883},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33412185311317444}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.731176495552063},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7293643355369568},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6320279836654663},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5147038102149963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5012607574462891},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48257747292518616},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4804384410381317},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4713297188282013},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46494144201278687},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.408795028924942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.395329087972641},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3941212594509125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3919360637664795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36874818801879883},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33412185311317444},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2005.1452498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322617","display_name":"Okawa Foundation for Information and Telecommunications","ror":"https://ror.org/01enbtr31"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W60482913","https://openalex.org/W1494084041","https://openalex.org/W1502251266","https://openalex.org/W1503614322","https://openalex.org/W1553373771","https://openalex.org/W1554333297","https://openalex.org/W1572395346","https://openalex.org/W1592902649","https://openalex.org/W1595498733","https://openalex.org/W1606432880","https://openalex.org/W1791023736","https://openalex.org/W1972071974","https://openalex.org/W1979404695","https://openalex.org/W2000353609","https://openalex.org/W2018401509","https://openalex.org/W2077218694","https://openalex.org/W2106334424","https://openalex.org/W2109518982","https://openalex.org/W2116896485","https://openalex.org/W2126105956","https://openalex.org/W2136127502","https://openalex.org/W2167743927","https://openalex.org/W4254709047","https://openalex.org/W4285719527","https://openalex.org/W4292408320","https://openalex.org/W6635535901","https://openalex.org/W6636488328","https://openalex.org/W6684771353"],"related_works":["https://openalex.org/W1606499289","https://openalex.org/W1985939653","https://openalex.org/W2911578165","https://openalex.org/W2626282817","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210"],"abstract_inverted_index":{"We":[0],"examine":[1],"three":[2],"methods":[3],"for":[4,71,100],"improving":[5,72],"the":[6,44,57,63,73,86,109],"ability":[7,75],"of":[8,18,35,46,59,66,76,112,122],"evolutionary":[9],"multiobjective":[10],"optimization":[11],"(EMO)":[12],"algorithms":[13,78],"to":[14,28,80,93,107],"find":[15],"a":[16],"variety":[17],"fuzzy":[19,37,60],"rule-based":[20,38],"classification":[21,39],"systems":[22],"with":[23,26,117],"different":[24],"tradeoffs":[25],"respect":[27],"their":[29],"accuracy":[30,34],"and":[31,62],"complexity.":[32],"The":[33,103,120],"each":[36,123],"system":[40],"is":[41,54,79,92,106,125],"measured":[42,55],"by":[43,56],"number":[45,58,65],"correctly":[47],"classified":[48],"training":[49],"patterns":[50],"while":[51],"its":[52],"complexity":[53],"rules":[61],"total":[64],"antecedent":[67],"conditions.":[68],"One":[69],"method":[70,91,105,124],"search":[74],"EMO":[77],"remove":[81],"overlapping":[82],"rule":[83,96,115],"sets":[84,97,116,133],"in":[85],"three-dimensional":[87],"objective":[88],"space.":[89],"Another":[90],"choose":[94],"similar":[95],"as":[98],"parents":[99,113],"crossover":[101],"operations.":[102],"other":[104],"bias":[108],"selection":[110],"probability":[111],"toward":[114],"high":[118],"accuracy.":[119],"effectiveness":[121],"examined":[126],"through":[127],"computational":[128],"experiments":[129],"on":[130],"benchmark":[131],"data":[132]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}