{"id":"https://openalex.org/W1615218305","doi":"https://doi.org/10.1155/2015/719620","title":"Fuzzy Counter Propagation Neural Network Control for a Class of Nonlinear Dynamical Systems","display_name":"Fuzzy Counter Propagation Neural Network Control for a Class of Nonlinear Dynamical Systems","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1615218305","doi":"https://doi.org/10.1155/2015/719620","mag":"1615218305","pmid":"https://pubmed.ncbi.nlm.nih.gov/26366169"},"language":"en","primary_location":{"id":"doi:10.1155/2015/719620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/719620","pdf_url":"https://downloads.hindawi.com/journals/cin/2015/719620.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2015/719620.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017052114","display_name":"Vandana Sakhre","orcid":"https://orcid.org/0000-0001-7456-8131"},"institutions":[{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vandana Sakhre","raw_affiliation_strings":["Madhav Institute of Technology & Science, Gwalior 474005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madhav Institute of Technology & Science, Gwalior 474005, India","institution_ids":["https://openalex.org/I9747756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010342319","display_name":"Sanjeev Jain","orcid":"https://orcid.org/0000-0003-1574-0522"},"institutions":[{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjeev Jain","raw_affiliation_strings":["Madhav Institute of Technology & Science, Gwalior 474005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madhav Institute of Technology & Science, Gwalior 474005, India","institution_ids":["https://openalex.org/I9747756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110659680","display_name":"Vilas S. Sapkal","orcid":null},"institutions":[{"id":"https://openalex.org/I150513749","display_name":"Sant Gadge Baba Amravati University","ror":"https://ror.org/05s8p6g93","country_code":"IN","type":"education","lineage":["https://openalex.org/I150513749"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vilas S. Sapkal","raw_affiliation_strings":["SGB Amravati University, Amravati 444062, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SGB Amravati University, Amravati 444062, India","institution_ids":["https://openalex.org/I150513749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100815240","display_name":"Dev P. Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dev P. Agarwal","raw_affiliation_strings":["IIT, Delhi 110001, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT, Delhi 110001, India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017052114"],"corresponding_institution_ids":["https://openalex.org/I9747756"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.2259,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90048169,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9977999925613403,"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":0.9977999925613403,"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":0.9882000088691711,"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":0.9872999787330627,"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/control-theory","display_name":"Control theory (sociology)","score":0.7042439579963684},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6961452960968018},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6629394292831421},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5781853795051575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5780327916145325},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5645959973335266},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5173860788345337},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48426932096481323},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4808705449104309},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.41912105679512024},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.417947381734848},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3299848139286041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3132094740867615},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30849412083625793},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23198819160461426},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11008056998252869},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10465189814567566},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0748436450958252}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7042439579963684},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6961452960968018},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6629394292831421},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5781853795051575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5780327916145325},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5645959973335266},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5173860788345337},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48426932096481323},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4808705449104309},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.41912105679512024},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.417947381734848},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3299848139286041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3132094740867615},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30849412083625793},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23198819160461426},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11008056998252869},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10465189814567566},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0748436450958252},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":3,"locations":[{"id":"doi:10.1155/2015/719620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/719620","pdf_url":"https://downloads.hindawi.com/journals/cin/2015/719620.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:26366169","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26366169","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:europepmc.org:3543440","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4558459","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2015/719620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/719620","pdf_url":"https://downloads.hindawi.com/journals/cin/2015/719620.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320736","display_name":"All India Council for Technical Education","ror":"https://ror.org/00xcd7y72"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1615218305.pdf","grobid_xml":"https://content.openalex.org/works/W1615218305.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W570566252","https://openalex.org/W1971423053","https://openalex.org/W1971771294","https://openalex.org/W1972250008","https://openalex.org/W1979710653","https://openalex.org/W1980597395","https://openalex.org/W1987782754","https://openalex.org/W1997094135","https://openalex.org/W2010251278","https://openalex.org/W2013469677","https://openalex.org/W2033754966","https://openalex.org/W2041320862","https://openalex.org/W2045010869","https://openalex.org/W2066397994","https://openalex.org/W2079997090","https://openalex.org/W2082856443","https://openalex.org/W2085629944","https://openalex.org/W2097467365","https://openalex.org/W2119467462","https://openalex.org/W2130811076","https://openalex.org/W2131750416","https://openalex.org/W2137983211","https://openalex.org/W2140527568","https://openalex.org/W2149065510","https://openalex.org/W2163994546","https://openalex.org/W2271358270","https://openalex.org/W2274897277","https://openalex.org/W2313953460","https://openalex.org/W2416739038","https://openalex.org/W3023665282","https://openalex.org/W3146803896"],"related_works":["https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W4387072315","https://openalex.org/W1518564963","https://openalex.org/W2180861079","https://openalex.org/W135180227","https://openalex.org/W2728376045","https://openalex.org/W2350552870","https://openalex.org/W3005025283","https://openalex.org/W2659933339"],"abstract_inverted_index":{"Fuzzy":[0,39],"Counter":[1],"Propagation":[2,85],"Neural":[3],"Network":[4,81,86],"(FCPN)":[5],"controller":[6],"design":[7],"is":[8,35,51,60,73,127],"developed,":[9],"for":[10],"a":[11,65,144],"class":[12],"of":[13,48,68,91,122,131],"nonlinear":[14,69,133],"dynamical":[15,70,134],"systems.":[16,71],"In":[17],"this":[18],"process,":[19],"the":[20,24,46,76,89,110,123],"weight":[21],"connecting":[22],"between":[23],"instar":[25],"and":[26,31,83,104,118,136,139,143,147],"outstar,":[27],"that":[28,109],"is,":[29],"input-hidden":[30],"hidden-output":[32],"layer,":[33],"respectively,":[34],"adjusted":[36],"by":[37],"using":[38],"Competitive":[40],"Learning":[41],"(FCL).":[42],"FCL":[43],"paradigm":[44],"adopts":[45],"principle":[47],"learning,":[49],"which":[50,59],"used":[52],"to":[53],"calculate":[54],"Best":[55,100],"Matched":[56],"Node":[57],"(BMN)":[58],"proposed.":[61],"This":[62],"strategy":[63],"offers":[64],"robust":[66],"control":[67],"FCPN":[72,112,125],"compared":[74],"with":[75],"existing":[77],"network":[78],"like":[79],"Dynamic":[80],"(DN)":[82],"Back":[84],"(BPN)":[87],"on":[88],"basis":[90],"Mean":[92,96],"Absolute":[93],"Error":[94,98],"(MAE),":[95],"Square":[97],"(MSE),":[99],"Fit":[101],"Rate":[102],"(BFR),":[103],"so":[105],"forth.":[106],"It":[107],"envisages":[108],"proposed":[111,124],"gives":[113],"better":[114],"results":[115],"than":[116],"DN":[117],"BPN.":[119],"The":[120],"effectiveness":[121],"algorithms":[126],"demonstrated":[128],"through":[129],"simulations":[130],"four":[132],"systems":[135],"multiple":[137],"input":[138,146],"single":[140,145,148],"output":[141,149],"(MISO)":[142],"(SISO)":[150],"gas":[151],"furnace":[152],"Box-Jenkins":[153],"time":[154],"series":[155],"data.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}