{"id":"https://openalex.org/W2057205920","doi":"https://doi.org/10.1109/tnn.2010.2041068","title":"Black-Box Identification of a Class of Nonlinear Systems by a Recurrent Neurofuzzy Network","display_name":"Black-Box Identification of a Class of Nonlinear Systems by a Recurrent Neurofuzzy Network","publication_year":2010,"publication_date":"2010-02-17","ids":{"openalex":"https://openalex.org/W2057205920","doi":"https://doi.org/10.1109/tnn.2010.2041068","mag":"2057205920","pmid":"https://pubmed.ncbi.nlm.nih.gov/20172820"},"language":"en","primary_location":{"id":"doi:10.1109/tnn.2010.2041068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2010.2041068","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091829933","display_name":"Marcos A. Gonz\u00e1lez-Olvera","orcid":"https://orcid.org/0000-0001-8174-4391"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marcos A. Gonzalez-Olvera","raw_affiliation_strings":["College of Science and Technology, Autonomous University of Mexico City, Mexico City, Mexico. mangel@verona.fi-p.unam.mx","Coll. of Sci. & Technol., Autonomous Univ. of Mexico City, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Technology, Autonomous University of Mexico City, Mexico City, Mexico. mangel@verona.fi-p.unam.mx","institution_ids":[]},{"raw_affiliation_string":"Coll. of Sci. & Technol., Autonomous Univ. of Mexico City, Mexico City, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018144033","display_name":"Yu Tang","orcid":"https://orcid.org/0000-0002-7771-4445"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Yu Tang","raw_affiliation_strings":["Faculty of Engineering, National Autonomous University of Mexico (UNAM), Mexicali, Mexico","[Fac. of Eng., Nat. Autonomous Univ. of Mexico, Mexico City, Mexico]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, National Autonomous University of Mexico (UNAM), Mexicali, Mexico","institution_ids":["https://openalex.org/I8961855"]},{"raw_affiliation_string":"[Fac. of Eng., Nat. Autonomous Univ. of Mexico, Mexico City, Mexico]","institution_ids":["https://openalex.org/I8961855"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I8961855"],"apc_list":null,"apc_paid":null,"fwci":5.9696,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96022422,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"4","first_page":"672","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9976999759674072,"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":0.9976999759674072,"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/T10244","display_name":"Chaos control and synchronization","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9837999939918518,"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/nonlinear-system","display_name":"Nonlinear system","score":0.6893094778060913},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6827098727226257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.653425395488739},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6077688932418823},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.572406530380249},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5682714581489563},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5404767394065857},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.5288366079330444},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5106983780860901},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.49764564633369446},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49146735668182373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45264509320259094},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"Nonlinear dynamical systems","score":0.43418246507644653},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3675287365913391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30975261330604553},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.21429023146629333},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07072550058364868}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6893094778060913},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6827098727226257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.653425395488739},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6077688932418823},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.572406530380249},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5682714581489563},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5404767394065857},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.5288366079330444},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5106983780860901},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.49764564633369446},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49146735668182373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45264509320259094},{"id":"https://openalex.org/C2983030100","wikidata":"https://www.wikidata.org/wiki/Q638328","display_name":"Nonlinear dynamical systems","level":3,"score":0.43418246507644653},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3675287365913391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30975261330604553},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.21429023146629333},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07072550058364868},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnn.2010.2041068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2010.2041068","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks","raw_type":"journal-article"},{"id":"pmid:20172820","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20172820","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W63101075","https://openalex.org/W1491077795","https://openalex.org/W1555818350","https://openalex.org/W1572161815","https://openalex.org/W1581808154","https://openalex.org/W1590227327","https://openalex.org/W1602240847","https://openalex.org/W1968868435","https://openalex.org/W1976061125","https://openalex.org/W1979175495","https://openalex.org/W1990368529","https://openalex.org/W1992501295","https://openalex.org/W1995946082","https://openalex.org/W1996219540","https://openalex.org/W2016589492","https://openalex.org/W2037141248","https://openalex.org/W2042530943","https://openalex.org/W2051397964","https://openalex.org/W2074310496","https://openalex.org/W2082991751","https://openalex.org/W2099044018","https://openalex.org/W2103496339","https://openalex.org/W2113076747","https://openalex.org/W2116308743","https://openalex.org/W2117671523","https://openalex.org/W2118415523","https://openalex.org/W2122458829","https://openalex.org/W2124959620","https://openalex.org/W2125624587","https://openalex.org/W2126237920","https://openalex.org/W2128084896","https://openalex.org/W2133267871","https://openalex.org/W2138484437","https://openalex.org/W2139903549","https://openalex.org/W2140985802","https://openalex.org/W2149668177","https://openalex.org/W2161834840","https://openalex.org/W2766736793","https://openalex.org/W2914825457","https://openalex.org/W3160954918","https://openalex.org/W4292872153","https://openalex.org/W6602586200","https://openalex.org/W6678663635"],"related_works":["https://openalex.org/W2047881532","https://openalex.org/W2285795935","https://openalex.org/W2940193557","https://openalex.org/W2234979860","https://openalex.org/W4310038305","https://openalex.org/W2793832797","https://openalex.org/W2980287923","https://openalex.org/W4285113420","https://openalex.org/W2032498427","https://openalex.org/W4377087348"],"abstract_inverted_index":{"This":[0],"brief":[1],"presents":[2],"a":[3,15,28],"structure":[4],"for":[5,14],"black-box":[6],"identification":[7,70],"based":[8,48],"on":[9,49,68],"continuous-time":[10],"recurrent":[11],"neurofuzzy":[12],"networks":[13],"class":[16],"of":[17,27,41,55,60,88],"dynamic":[18],"nonlinear":[19],"systems.":[20],"The":[21,44],"proposed":[22,90],"network":[23],"catches":[24],"the":[25,42,53,56,58,61,65,69,75,86,89],"dynamics":[26],"system":[29],"by":[30],"generating":[31],"its":[32],"own":[33],"states,":[34],"using":[35],"only":[36],"input":[37],"and":[38,64],"output":[39],"measurements":[40],"system.":[43],"training":[45,62],"algorithm":[46],"is":[47],"adaptive":[50],"observer":[51],"theory,":[52],"stability":[54],"network,":[57],"convergence":[59],"algorithm,":[63],"ultimate":[66],"bound":[67],"error":[71,77],"as":[72,74],"well":[73],"parameter":[76],"are":[78,82],"established.":[79],"Experimental":[80],"results":[81],"included":[83],"to":[84],"illustrate":[85],"effectiveness":[87],"method.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}