{"id":"https://openalex.org/W1576471441","doi":"https://doi.org/10.3233/ifs-1997-5203","title":"Learning Fuzzy Set Neural Networks by Genetic Algorithms","display_name":"Learning Fuzzy Set Neural Networks by Genetic Algorithms","publication_year":1997,"publication_date":"1997-05-01","ids":{"openalex":"https://openalex.org/W1576471441","doi":"https://doi.org/10.3233/ifs-1997-5203","mag":"1576471441"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-1997-5203","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-1997-5203","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 &amp; 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/A5014321317","display_name":"Hong Ding","orcid":"https://orcid.org/0000-0001-6358-1525"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hong Ding","raw_affiliation_strings":["Intelligent Systems Research Laboratory, College of Engineering, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A9, Canada, e-mail: GUPTAM@SASK.USASK.CA"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Laboratory, College of Engineering, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A9, Canada, e-mail: GUPTAM@SASK.USASK.CA","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042824986","display_name":"Madan M. Gupta","orcid":"https://orcid.org/0000-0002-5224-4774"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Madan M. Gupta","raw_affiliation_strings":["Intelligent Systems Research Laboratory, College of Engineering, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A9, Canada, e-mail: GUPTAM@SASK.USASK.CA"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Laboratory, College of Engineering, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A9, Canada, e-mail: GUPTAM@SASK.USASK.CA","institution_ids":["https://openalex.org/I32625721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014321317"],"corresponding_institution_ids":["https://openalex.org/I32625721"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07679112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"2","first_page":"113","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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":0.9994000196456909,"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":0.9930999875068665,"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":0.6807407736778259},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6587591171264648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5496653914451599},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47762531042099},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4584936201572418},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44644099473953247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3784893751144409}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6807407736778259},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6587591171264648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5496653914451599},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47762531042099},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4584936201572418},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44644099473953247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3784893751144409},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-1997-5203","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-1997-5203","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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W100398061","https://openalex.org/W219433537","https://openalex.org/W1869244659","https://openalex.org/W1973822995","https://openalex.org/W2028569720","https://openalex.org/W2116019283","https://openalex.org/W2120482025","https://openalex.org/W2161792428","https://openalex.org/W2166843422","https://openalex.org/W2290380619","https://openalex.org/W2911646175","https://openalex.org/W3148194443"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2317200988","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537"],"abstract_inverted_index":{"An":[0],"important":[1],"class":[2],"of":[3,28,32,40,46,68,96,102,114],"current":[4],"fuzzy":[5,9,29],"neural":[6,11],"networks,":[7],"called":[8],"set":[10],"networks":[12],"(FSNNs),":[13],"is":[14,43,84,118],"one":[15],"in":[16,37,75,86,116],"which":[17],"all":[18],"the":[19,33,38,44,66,69,80,94,100,109],"inputs,":[20],"synaptic":[21,70],"weights,":[22],"and":[23,78],"outputs":[24],"may":[25],"be":[26,73],"vectors":[27],"sets.":[30],"One":[31],"most":[34],"difficult":[35],"tasks":[36],"development":[39],"these":[41],"FSNNs":[42],"lack":[45],"efficient":[47],"learning":[48,82],"algorithms.":[49],"In":[50],"this":[51],"article":[52],"we":[53],"employ":[54],"genetic":[55,88],"algorithms":[56],"(GAs)":[57],"techniques":[58],"to":[59,72,99],"design":[60],"a":[61,97,104],"FSNN.":[62],"We":[63],"first":[64],"study":[65],"parameterization":[67],"weights":[71],"learned":[74],"an":[76],"FSNN,":[77],"then":[79],"evolutionary":[81],"procedure":[83],"discussed":[85],"each":[87],"cycle.":[89],"Some":[90],"simulation":[91],"results":[92],"on":[93],"application":[95],"FSNN":[98],"problem":[101],"backing":[103],"truck":[105],"are":[106],"presented.":[107],"Finally,":[108],"self-organizing":[110],"space":[111],"during":[112],"reproduction":[113],"genes":[115],"GAs":[117],"studied.":[119]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
