{"id":"https://openalex.org/W3163338059","doi":"https://doi.org/10.3233/jifs-202146","title":"Multi-gene genetic programming to building up fuzzy rule-base in Neo-Fuzzy-Neuron networks","display_name":"Multi-gene genetic programming to building up fuzzy rule-base in Neo-Fuzzy-Neuron networks","publication_year":2021,"publication_date":"2021-05-21","ids":{"openalex":"https://openalex.org/W3163338059","doi":"https://doi.org/10.3233/jifs-202146","mag":"3163338059"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-202146","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-202146","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5003172906","display_name":"Glender Br\u00e1s","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Glender Br\u00e1s","raw_affiliation_strings":["Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014780974","display_name":"Alisson Marques da Silva","orcid":"https://orcid.org/0000-0002-1023-6514"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Alisson Marques Silva","raw_affiliation_strings":["Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074650590","display_name":"Elizabeth F. Wanner","orcid":"https://orcid.org/0000-0001-6450-3043"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elizabeth Fialho Wanner","raw_affiliation_strings":["Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Mathematical and Computational Modeling, CEFET-MG - Federal Center of Technological Education of Minas Gerais, Av. Amazonas, 7675 - Nova Gameleira, Belo Horizonte - MG - Brazil","institution_ids":["https://openalex.org/I4210136482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014780974"],"corresponding_institution_ids":["https://openalex.org/I4210136482"],"apc_list":null,"apc_paid":null,"fwci":0.1365,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51871402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"41","issue":"1","first_page":"499","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9987999796867371,"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/T10320","display_name":"Neural Networks and Applications","score":0.9973999857902527,"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":0.730947732925415},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.6480066180229187},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5971270799636841},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5690808296203613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.561194121837616},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5103833079338074},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4915176331996918},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4562647342681885},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.45536935329437256},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.33937913179397583},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3222843408584595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30848658084869385}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.730947732925415},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6480066180229187},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5971270799636841},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5690808296203613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.561194121837616},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5103833079338074},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4915176331996918},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4562647342681885},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.45536935329437256},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.33937913179397583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3222843408584595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30848658084869385},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-202146","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-202146","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W426799098","https://openalex.org/W794726351","https://openalex.org/W1621314949","https://openalex.org/W1874943741","https://openalex.org/W1994786442","https://openalex.org/W1998203213","https://openalex.org/W2002041997","https://openalex.org/W2011912044","https://openalex.org/W2018359669","https://openalex.org/W2043003550","https://openalex.org/W2062517613","https://openalex.org/W2079325629","https://openalex.org/W2088866250","https://openalex.org/W2093620744","https://openalex.org/W2099822216","https://openalex.org/W2103270740","https://openalex.org/W2118756059","https://openalex.org/W2137992452","https://openalex.org/W2153128045","https://openalex.org/W2159111290","https://openalex.org/W2523592132","https://openalex.org/W2606389791","https://openalex.org/W2751846886","https://openalex.org/W2768568372","https://openalex.org/W2781286940","https://openalex.org/W2796698500","https://openalex.org/W2800290414","https://openalex.org/W2895569945","https://openalex.org/W2911835521","https://openalex.org/W2940898093","https://openalex.org/W2945636242","https://openalex.org/W2964314974","https://openalex.org/W2967230914","https://openalex.org/W2978213037","https://openalex.org/W2996926624","https://openalex.org/W3005257487","https://openalex.org/W3006416971","https://openalex.org/W3032587223","https://openalex.org/W3088577422","https://openalex.org/W3095216915","https://openalex.org/W6639539628"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W4299389082","https://openalex.org/W1943663474","https://openalex.org/W2306830238","https://openalex.org/W2110294633","https://openalex.org/W2014162767","https://openalex.org/W2115729582","https://openalex.org/W2809283963","https://openalex.org/W2367260997","https://openalex.org/W2083536291"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,17,22,53,76,98],"new":[4],"approach":[5],"to":[6,45,56,111,165,175],"build":[7],"the":[8,58,61,68,92,114,125,150,177],"rule-base":[9,78,82,116,178],"on":[10,179],"Neo-Fuzzy-Neuron":[11],"(NFN)":[12],"Networks.":[13,181],"The":[14,81,107,122],"NFN":[15,180],"is":[16,64,83,117,127,163],"Neuro-Fuzzy":[18],"network":[19,59],"composed":[20],"by":[21,85,97],"set":[23],"of":[24,73,79,101,124,131],"n":[25],"decoupled":[26],"zero-order":[27],"Takagi-Sugeno":[28],"models,":[29],"one":[30,36],"for":[31],"each":[32,35,71],"input":[33],"variable,":[34],"containing":[37],"m":[38],"rules.":[39],"Employing":[40],"Multi-Gene":[41,172],"Genetic":[42,173],"Programming":[43,174],"(MG-GP)":[44],"create":[46],"and":[47,52,91,135,142,155],"adjust":[48],"Gaussian":[49],"membership":[50],"functions":[51],"Gradient-based":[54],"method":[55,103],"update":[57],"parameters,":[60],"proposed":[62,69,151],"model":[63],"dubbed":[65],"NFN-MG-GP.":[66],"In":[67],"model,":[70],"individual":[72],"MG-GP":[74],"represents":[75],"complete":[77],"NFN.":[80],"adjusted":[84],"genetic":[86],"operators":[87],"(Crossover,":[88],"Reproduction,":[89],"Mutation),":[90],"consequent":[93],"parameters":[94],"are":[95,153],"updated":[96],"predetermined":[99],"number":[100],"Gradient":[102],"epochs,":[104],"every":[105],"generation.":[106],"algorithm":[108],"uses":[109],"Elitism":[110],"ensure":[112],"that":[113,149,161],"best":[115],"not":[118],"lost":[119],"between":[120],"generations.":[121],"performance":[123],"NFN-MG-GP":[126],"evaluated":[128],"using":[129],"instances":[130],"time":[132],"series":[133],"forecasting":[134],"non-linear":[136],"system":[137],"identification":[138],"problems.":[139],"Computational":[140],"experiments":[141],"comparisons":[143],"against":[144],"state-of-the-art":[145],"alternative":[146],"models":[147,167],"show":[148,160],"algorithms":[152],"efficient":[154],"competitive.":[156],"Furthermore,":[157],"experimental":[158],"results":[159],"it":[162],"possible":[164],"obtain":[166],"with":[168],"good":[169],"accuracy":[170],"applying":[171],"construct":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}