{"id":"https://openalex.org/W2115602682","doi":"https://doi.org/10.1109/icec.1994.349993","title":"Optimization of fuzzy clustering criteria using genetic algorithms","display_name":"Optimization of fuzzy clustering criteria using genetic algorithms","publication_year":2002,"publication_date":"2002-12-17","ids":{"openalex":"https://openalex.org/W2115602682","doi":"https://doi.org/10.1109/icec.1994.349993","mag":"2115602682"},"language":"en","primary_location":{"id":"doi:10.1109/icec.1994.349993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icec.1994.349993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence","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/A5043324448","display_name":"James C. Bezdek","orcid":"https://orcid.org/0000-0003-3901-7021"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J.C. Bezdek","raw_affiliation_strings":["Computer Science, UNICAMP-FEE/DCA, Pensacola, FL, USA","[Div. of Comput. Sci., Univ. of West Florida, Pensacola, FL, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science, UNICAMP-FEE/DCA, Pensacola, FL, USA","institution_ids":[]},{"raw_affiliation_string":"[Div. of Comput. Sci., Univ. of West Florida, Pensacola, FL, USA]","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069754146","display_name":"Richard J. Hathaway","orcid":null},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.J. Hathaway","raw_affiliation_strings":["Math and Computer Science, Georgia Southern University, Statesboro, GA, USA","[Math and Computer Science, Georgia Southern University, Statesboro, GA, USA]"],"affiliations":[{"raw_affiliation_string":"Math and Computer Science, Georgia Southern University, Statesboro, GA, USA","institution_ids":["https://openalex.org/I39815113"]},{"raw_affiliation_string":"[Math and Computer Science, Georgia Southern University, Statesboro, GA, USA]","institution_ids":["https://openalex.org/I39815113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043324448"],"corresponding_institution_ids":["https://openalex.org/I83683471"],"apc_list":null,"apc_paid":null,"fwci":6.6701,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.96980237,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"589","last_page":"594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9940999746322632,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9940999746322632,"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":0.9915000200271606,"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":0.9884999990463257,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7515559196472168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6318771839141846},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6213033199310303},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5881674289703369},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5047136545181274},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4833907186985016},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47394776344299316},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46258115768432617},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.45739492774009705},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4342682361602783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33344513177871704},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3273544907569885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2931647300720215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2912343740463257},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.06977751851081848}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7515559196472168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6318771839141846},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6213033199310303},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5881674289703369},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5047136545181274},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4833907186985016},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47394776344299316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46258115768432617},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.45739492774009705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4342682361602783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33344513177871704},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3273544907569885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2931647300720215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2912343740463257},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.06977751851081848},{"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/icec.1994.349993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icec.1994.349993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First IEEE Conference 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":11,"referenced_works":["https://openalex.org/W113318161","https://openalex.org/W1497256448","https://openalex.org/W1993723734","https://openalex.org/W2108457651","https://openalex.org/W2113076747","https://openalex.org/W2114510694","https://openalex.org/W2137872980","https://openalex.org/W2148644417","https://openalex.org/W2152150600","https://openalex.org/W3023540311","https://openalex.org/W6604584815"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183","https://openalex.org/W3192757256"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,12],"general":[4],"approach":[5,20,55,89],"based":[6],"on":[7],"genetic":[8,80],"algorithms":[9,81],"for":[10,21],"optimizing":[11,22],"broad":[13],"class":[14],"of":[15,37,51,64,87],"clustering":[16],"criteria.":[17],"The":[18,54,69],"standard":[19],"these":[23],"criteria":[24,61],"has":[25],"been":[26],"to":[27,40],"alternate":[28],"optimizations":[29],"between":[30],"the":[31,38,49,52,60,65,88],"variables":[32,46,67,71],"which":[33,47],"represent":[34],"fuzzy":[35],"memberships":[36],"data":[39],"various":[41],"clusters,":[42],"and":[43,90],"those":[44],"prototype":[45,66,70],"determine":[48],"geometry":[50],"clusters.":[53],"suggested":[56],"here":[57],"first":[58],"re-parameterizes":[59],"into":[62],"functions":[63],"alone.":[68],"are":[72,95],"then":[73],"coded":[74],"as":[75],"binary":[76],"strings":[77],"so":[78],"that":[79],"can":[82],"be":[83],"applied.":[84],"An":[85],"overview":[86],"two":[91],"simple":[92],"numerical":[93],"examples":[94],"given.<":[96],"<ETX":[97],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">&gt;</ETX>":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}