{"id":"https://openalex.org/W2071982647","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891722","title":"Multi-agent evolutionary design of Beta fuzzy systems","display_name":"Multi-agent evolutionary design of Beta fuzzy systems","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2071982647","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891722","mag":"2071982647"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2014.6891722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5020688490","display_name":"Yosr Jarraya","orcid":"https://orcid.org/0009-0000-6194-5321"},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Y. Jarraya","raw_affiliation_strings":["REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024175395","display_name":"Souhir Bouaziz","orcid":"https://orcid.org/0000-0003-1076-2917"},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"S. Bouaziz","raw_affiliation_strings":["REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REsearch Groups on Intelligent Machines (REGIM), National School of Engineers (ENIS), Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I4210107658","display_name":"Machine Intelligence Research Labs","ror":"https://ror.org/013kgb629","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210107658"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Abraham","raw_affiliation_strings":["IT4Innovations, Czech Republic and Machine Intelligence Research Labs (MIR Labs), WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT4Innovations, Czech Republic and Machine Intelligence Research Labs (MIR Labs), WA, USA","institution_ids":["https://openalex.org/I4210107658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2687,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85341216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"19","issue":null,"first_page":"1234","last_page":"1241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9955999851226807,"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":0.9934999942779541,"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/computer-science","display_name":"Computer science","score":0.6593320965766907},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6376706957817078},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5456053614616394},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5316228270530701},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.487179696559906},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4662458002567291},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46463966369628906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43638160824775696},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4311135411262512},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4276018738746643},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.42307788133621216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38517117500305176},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3359716236591339},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3232499361038208},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16070017218589783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593320965766907},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6376706957817078},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5456053614616394},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5316228270530701},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.487179696559906},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4662458002567291},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46463966369628906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43638160824775696},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4311135411262512},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4276018738746643},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.42307788133621216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38517117500305176},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3359716236591339},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3232499361038208},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16070017218589783},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2014.6891722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1529581331","https://openalex.org/W1570834090","https://openalex.org/W1597717349","https://openalex.org/W1609463546","https://openalex.org/W1964804045","https://openalex.org/W1966685908","https://openalex.org/W2004439857","https://openalex.org/W2007789460","https://openalex.org/W2021490213","https://openalex.org/W2025081243","https://openalex.org/W2028466423","https://openalex.org/W2029283089","https://openalex.org/W2043434945","https://openalex.org/W2043668412","https://openalex.org/W2047840250","https://openalex.org/W2059135848","https://openalex.org/W2067205732","https://openalex.org/W2070592026","https://openalex.org/W2071064323","https://openalex.org/W2076292048","https://openalex.org/W2077019318","https://openalex.org/W2084068786","https://openalex.org/W2087051576","https://openalex.org/W2094631910","https://openalex.org/W2107601442","https://openalex.org/W2115304016","https://openalex.org/W2121573754","https://openalex.org/W2123704647","https://openalex.org/W2136340804","https://openalex.org/W2140011680","https://openalex.org/W2141486609","https://openalex.org/W2152195021","https://openalex.org/W2154361745","https://openalex.org/W2154789576","https://openalex.org/W2157234468","https://openalex.org/W2243427483","https://openalex.org/W2313953460","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4253708194","https://openalex.org/W6635602683","https://openalex.org/W6636637761","https://openalex.org/W6690456179"],"related_works":["https://openalex.org/W2609187215","https://openalex.org/W3207109968","https://openalex.org/W2022209554","https://openalex.org/W1496490105","https://openalex.org/W2133615482","https://openalex.org/W81519025","https://openalex.org/W1826040410","https://openalex.org/W129092644","https://openalex.org/W2114438081","https://openalex.org/W1980652001"],"abstract_inverted_index":{"This":[0],"paper":[1],"provides":[2],"an":[3,12,40],"overview":[4],"on":[5,11,51,84],"a":[6,28,32,46],"new":[7],"evolutionary":[8],"approach":[9],"based":[10,50],"intelligent":[13],"multi-agent":[14,47],"architecture":[15],"to":[16,56,78,90],"design":[17,38],"Beta":[18,42],"fuzzy":[19,43,81],"systems":[20],"(BFSs).":[21],"The":[22],"Methodology":[23],"consists":[24],"of":[25,39,61,94,100],"two":[26],"processes,":[27],"learning":[29],"process":[30,49],"using":[31],"clustering":[33],"technique":[34],"for":[35],"the":[36,59,92,95],"automated":[37],"initial":[41],"system,":[44],"and":[45,65,75,102],"tuning":[48],"Particle":[52],"Swarm":[53],"Optimization":[54],"algorithm":[55],"deal":[57],"with":[58],"optimization":[60],"membership":[62],"functions":[63],"parameters":[64],"rule":[66],"base.":[67],"In":[68],"this":[69],"approach,":[70],"dynamic":[71],"agents":[72],"use":[73],"communication":[74],"interaction":[76],"concepts":[77],"generate":[79],"high-performance":[80],"systems.":[82],"Experiments":[83],"several":[85],"data":[86],"sets":[87],"were":[88],"performed":[89],"show":[91],"effectiveness":[93],"proposed":[96],"method":[97],"in":[98],"terms":[99],"accuracy":[101],"convergence":[103],"speed.":[104]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}