{"id":"https://openalex.org/W2095776941","doi":"https://doi.org/10.1109/gefs.2010.5454167","title":"Simple changes in problem formulations make a difference in multiobjective genetic fuzzy systems","display_name":"Simple changes in problem formulations make a difference in multiobjective genetic fuzzy systems","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W2095776941","doi":"https://doi.org/10.1109/gefs.2010.5454167","mag":"2095776941"},"language":"en","primary_location":{"id":"doi:10.1109/gefs.2010.5454167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gefs.2010.5454167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS)","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":"H. Ishibuchi","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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"]},{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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":"Y. Nakashima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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"]},{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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":"Y. Nojima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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"]},{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, 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":1.8042,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87496861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9986000061035156,"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":0.9975000023841858,"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":0.9959999918937683,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6147976517677307},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6126089096069336},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5519919395446777},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5049439072608948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48073434829711914},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46648648381233215},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.45457595586776733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4273843467235565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33117467164993286}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6147976517677307},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6126089096069336},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5519919395446777},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5049439072608948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48073434829711914},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46648648381233215},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.45457595586776733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4273843467235565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33117467164993286},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gefs.2010.5454167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gefs.2010.5454167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1487978694","https://openalex.org/W1521666054","https://openalex.org/W1539701879","https://openalex.org/W1585711251","https://openalex.org/W1975158813","https://openalex.org/W2000353609","https://openalex.org/W2015367870","https://openalex.org/W2018401509","https://openalex.org/W2031015546","https://openalex.org/W2031760375","https://openalex.org/W2047840250","https://openalex.org/W2067205732","https://openalex.org/W2067710034","https://openalex.org/W2069987576","https://openalex.org/W2093620744","https://openalex.org/W2097460058","https://openalex.org/W2100076126","https://openalex.org/W2102675003","https://openalex.org/W2106334424","https://openalex.org/W2106770680","https://openalex.org/W2109518982","https://openalex.org/W2118030936","https://openalex.org/W2126105956","https://openalex.org/W2137443825","https://openalex.org/W2156209179","https://openalex.org/W2967359713","https://openalex.org/W4236065546","https://openalex.org/W6634801910","https://openalex.org/W6675206200"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W2142844925","https://openalex.org/W2513211214","https://openalex.org/W4240964608","https://openalex.org/W2085577866","https://openalex.org/W1994436307","https://openalex.org/W2198098822","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Recently":[0],"evolutionary":[1],"multiobjective":[2,25,186],"optimization":[3,67],"(EMO)":[4],"algorithms":[5,51,106],"have":[6,39],"been":[7,41],"frequently":[8],"used":[9,141],"for":[10,99],"the":[11,44,46,101,162,167],"design":[12,61],"of":[13,34,49,84,104,118,153,169],"fuzzy":[14,27,59,94,135],"rule-based":[15,95],"systems.":[16,96],"Such":[17],"a":[18,31,144,150,158],"study":[19],"is":[20,54,62,107,123,140,147,179],"often":[21,86,190],"referred":[22],"to":[23,88,108,127,131,192],"as":[24,64,149],"genetic":[26,134],"systems":[28],"(MoGFS).":[29],"Whereas":[30],"large":[32,89,193],"number":[33],"interesting":[35],"results":[36],"on":[37,175],"MoGFS":[38,53,85,128,189],"already":[40],"reported":[42],"in":[43,52,81,91,142,185,188],"literature,":[45],"search":[47,102],"ability":[48,103],"EMO":[50,105],"not":[55,125],"necessarily":[56],"high":[57],"because":[58],"system":[60],"formulated":[63,148],"large-scale":[65],"combinatorial":[66],"problems":[68,187],"with":[69,113,157],"many":[70],"decision":[71],"variables.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"show":[77],"that":[78,182],"simple":[79,183],"changes":[80,184],"problem":[82,146],"formulations":[83],"lead":[87,191],"differences":[90],"obtained":[92],"non-dominated":[93],"Our":[97],"idea":[98,122,139,171],"improving":[100],"use":[109],"multiple":[110],"weighted":[111,151],"sums":[112],"different":[114],"weight":[115,160],"vectors":[116],"instead":[117],"original":[119,163],"objectives.":[120],"This":[121],"applicable":[124],"only":[126],"but":[129],"also":[130],"SoGFS":[132],"(single-objective":[133],"systems).":[136],"When":[137],"our":[138,170],"SoGFS,":[143],"two-objective":[145],"sum":[152],"an":[154],"additional":[155],"term":[156],"small":[159],"and":[161],"objective.":[164],"We":[165],"examine":[166],"effectiveness":[168],"through":[172],"computational":[173],"experiments":[174],"classification":[176],"problems.":[177],"It":[178],"clearly":[180],"shown":[181],"accuracy":[194],"improvement.":[195]},"counts_by_year":[{"year":2016,"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"}
