{"id":"https://openalex.org/W2156209179","doi":"https://doi.org/10.1109/fuzzy.2009.5277370","title":"Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning","display_name":"Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2156209179","doi":"https://doi.org/10.1109/fuzzy.2009.5277370","mag":"2156209179"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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/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, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079584612","display_name":"Yusuke Nakashima","orcid":"https://orcid.org/0000-0003-3674-0062"},"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 Nakashima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, 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, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, 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":2.0567,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87272654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"1724","last_page":"1729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9975000023841858,"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":0.9975000023841858,"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":0.9970999956130981,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9962999820709229,"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/interpretability","display_name":"Interpretability","score":0.8528414964675903},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.580329954624176},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.579224705696106},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.55808424949646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5243033170700073},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5118964910507202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4886985123157501},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47061043977737427},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.46643924713134766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45485663414001465},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.45062947273254395},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.44891342520713806},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4207392930984497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3830937147140503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35792362689971924}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8528414964675903},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.580329954624176},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.579224705696106},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.55808424949646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5243033170700073},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5118964910507202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4886985123157501},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47061043977737427},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.46643924713134766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45485663414001465},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.45062947273254395},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.44891342520713806},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4207392930984497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3830937147140503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35792362689971924}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W37717492","https://openalex.org/W42649658","https://openalex.org/W1487978694","https://openalex.org/W1502374754","https://openalex.org/W1553373771","https://openalex.org/W1558919105","https://openalex.org/W1569986015","https://openalex.org/W1581487892","https://openalex.org/W1595498733","https://openalex.org/W1607221389","https://openalex.org/W2000353609","https://openalex.org/W2015367870","https://openalex.org/W2031760375","https://openalex.org/W2036842679","https://openalex.org/W2072099061","https://openalex.org/W2093620744","https://openalex.org/W2097460058","https://openalex.org/W2100076126","https://openalex.org/W2106334424","https://openalex.org/W2109518982","https://openalex.org/W2126105956","https://openalex.org/W2137443825","https://openalex.org/W2143381319","https://openalex.org/W2155345556","https://openalex.org/W2159701103","https://openalex.org/W2967359713","https://openalex.org/W4236065546","https://openalex.org/W4292408320","https://openalex.org/W6633513437","https://openalex.org/W6634058856","https://openalex.org/W6675206200"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W4285210389","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W3151104768"],"abstract_inverted_index":{"Recently":[0],"evolutionary":[1],"multiobjective":[2,28,151,185],"optimization":[3],"(EMO)":[4],"algorithms":[5,34,62,149,171],"have":[6],"been":[7],"actively":[8],"used":[9,36],"for":[10,39,63,155],"the":[11,58,116,120,125,131,134,145,180],"design":[12,66,188],"of":[13,42,57,60,118,122,127,133,136,147,184],"accurate":[14],"and":[15,52,130],"interpretable":[16],"fuzzy":[17,30,44,64,74,94,137,162,175,186],"rule-based":[18,45,75,95,163,176],"systems.":[19,164],"This":[20],"research":[21,112],"area":[22,113],"is":[23,70],"often":[24],"referred":[25],"to":[26,37,49,98,107,153],"as":[27,115,150],"genetic":[29],"systems":[31,46,76,177],"where":[32],"EMO":[33,61,148,170],"are":[35,81],"search":[38,154],"a":[40,92],"number":[41],"non-dominated":[43,174],"with":[47,77],"respect":[48],"their":[50,84,99],"accuracy":[51],"interpretability.":[53],"The":[54,87],"main":[55],"advantage":[56],"use":[59],"system":[65,96,187],"over":[67],"single-objective":[68],"optimizers":[69,152],"that":[71,178],"multiple":[72],"alternative":[73],"different":[78],"accuracy-interpretability":[79],"tradeoffs":[80],"obtained":[82],"by":[83],"single":[85,93],"run.":[86],"decision":[88],"maker":[89],"can":[90,172],"choose":[91],"according":[97],"preference.":[100],"There":[101],"still":[102],"exist":[103],"several":[104],"important":[105],"issues":[106],"be":[108],"discussed":[109],"in":[110],"this":[111,141],"such":[114],"definition":[117],"interpretability,":[119],"formulation":[121],"interpretability":[123,132],"measures,":[124],"visualization":[126],"tradeoff":[128],"relations,":[129],"explanation":[135],"reasoning":[138],"results.":[139],"In":[140],"paper,":[142],"we":[143,167],"discuss":[144],"ability":[146],"Pareto":[156,160,182],"optimal":[157,161],"or":[158],"near":[159],"More":[165],"specifically,":[166],"examine":[168],"whether":[169],"find":[173],"approximate":[179],"entire":[181],"fronts":[183],"problems.":[189]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}