{"id":"https://openalex.org/W2159867420","doi":"https://doi.org/10.1109/fuzz.2001.1007367","title":"Takagi-Sugeno recurrent fuzzy neural networks for identification and control of dynamic systems","display_name":"Takagi-Sugeno recurrent fuzzy neural networks for identification and control of dynamic systems","publication_year":2002,"publication_date":"2002-11-14","ids":{"openalex":"https://openalex.org/W2159867420","doi":"https://doi.org/10.1109/fuzz.2001.1007367","mag":"2159867420"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2001.1007367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2001.1007367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297)","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/A5077807200","display_name":"Ying\u2010Chung Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ying-Chung Wang","raw_affiliation_strings":["[Dept. of Electr. & Control. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan]"],"affiliations":[{"raw_affiliation_string":"[Dept. of Electr. & Control. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan]","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065306431","display_name":"Chiang\u2010Ju Chien","orcid":"https://orcid.org/0000-0001-8672-0014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiang-Ju Chien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050311592","display_name":"Ching\u2010Cheng Teng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ching-Cheng Teng","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077807200"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":1.2506,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83617287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"537","last_page":"540"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9991999864578247,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6654216051101685},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.6620897054672241},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6293500065803528},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6127722859382629},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5164032578468323},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5052064061164856},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4122590720653534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.391679048538208},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3736831843852997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6654216051101685},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.6620897054672241},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6293500065803528},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6127722859382629},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5164032578468323},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5052064061164856},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4122590720653534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.391679048538208},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3736831843852997},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2001.1007367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2001.1007367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297)","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":15,"referenced_works":["https://openalex.org/W184723853","https://openalex.org/W1824237966","https://openalex.org/W1999979280","https://openalex.org/W2011352323","https://openalex.org/W2016589492","https://openalex.org/W2019207321","https://openalex.org/W2044144139","https://openalex.org/W2088447802","https://openalex.org/W2103269436","https://openalex.org/W2104727184","https://openalex.org/W2136838997","https://openalex.org/W2138484437","https://openalex.org/W2139011379","https://openalex.org/W2165729498","https://openalex.org/W2170937782"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W3207109968","https://openalex.org/W135622916","https://openalex.org/W829773823","https://openalex.org/W2155545583","https://openalex.org/W2075102712","https://openalex.org/W2937114745"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,97,102,110],"Takagi-Sugeno":[6,32],"recurrent":[7,25,43,88],"fuzzy":[8,34,59],"neural":[9,60],"network":[10,28,99,106],"(TSRFNN)":[11],"for":[12],"the":[13,24,30,42,50,54,58,65,76,79,86,91],"identification":[14],"and":[15,53,70,101,114],"control":[16],"of":[17,57,105],"nonlinear":[18],"dynamic":[19,31,67],"systems.":[20],"The":[21,36],"TSRFNN":[22,80,93],"combines":[23],"multi-layered":[26],"connectionist":[27],"with":[29,85],"(TS)":[33],"model.":[35],"temporal":[37],"information":[38],"is":[39],"embedded":[40],"in":[41,78],"structure":[44,100],"by":[45],"adding":[46],"feedback":[47],"connections":[48],"between":[49],"state":[51],"layer":[52,56],"input":[55],"net":[61],"(FNN).":[62],"Based":[63],"on":[64],"derived":[66],"backpropagation":[68],"(DBP)":[69],"recursive":[71],"least":[72],"squares":[73],"(RLS)":[74],"algorithms,":[75],"parameters":[77],"are":[81],"adjusted":[82],"online.":[83],"Compared":[84],"traditional":[87],"FNNs":[89],"(RFNNs),":[90],"proposed":[92],"not":[94],"only":[95],"has":[96],"smaller":[98,103],"number":[104],"parameters,":[107],"but":[108],"also":[109],"faster":[111],"convergence":[112],"speed":[113],"better":[115],"learning":[116],"performance.":[117]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
