{"id":"https://openalex.org/W2093542534","doi":"https://doi.org/10.1109/cica.2014.7013246","title":"Neural network fitting for input-output manifolds of online control laws in constrained linear systems","display_name":"Neural network fitting for input-output manifolds of online control laws in constrained linear systems","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2093542534","doi":"https://doi.org/10.1109/cica.2014.7013246","mag":"2093542534"},"language":"en","primary_location":{"id":"doi:10.1109/cica.2014.7013246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cica.2014.7013246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA)","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/A5004387844","display_name":"Samronne N. do Carmo","orcid":null},"institutions":[{"id":"https://openalex.org/I130913789","display_name":"Instituto Federal da Bahia","ror":"https://ror.org/01tzdej37","country_code":"BR","type":"education","lineage":["https://openalex.org/I130913789"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Samronne N. do Carmo","raw_affiliation_strings":["Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","institution_ids":["https://openalex.org/I130913789"]},{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015","institution_ids":["https://openalex.org/I130913789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071227123","display_name":"Marconi Oliveira de Almeida","orcid":"https://orcid.org/0000-0001-8031-9879"},"institutions":[{"id":"https://openalex.org/I130913789","display_name":"Instituto Federal da Bahia","ror":"https://ror.org/01tzdej37","country_code":"BR","type":"education","lineage":["https://openalex.org/I130913789"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marconi O. de Almeida","raw_affiliation_strings":["Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","institution_ids":["https://openalex.org/I130913789"]},{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015","institution_ids":["https://openalex.org/I130913789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006931591","display_name":"Flavio A. de Castro","orcid":null},"institutions":[{"id":"https://openalex.org/I130913789","display_name":"Instituto Federal da Bahia","ror":"https://ror.org/01tzdej37","country_code":"BR","type":"education","lineage":["https://openalex.org/I130913789"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Flavio A. de Castro","raw_affiliation_strings":["Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","institution_ids":["https://openalex.org/I130913789"]},{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015","institution_ids":["https://openalex.org/I130913789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050931717","display_name":"Rafael F.R. Campos","orcid":null},"institutions":[{"id":"https://openalex.org/I130913789","display_name":"Instituto Federal da Bahia","ror":"https://ror.org/01tzdej37","country_code":"BR","type":"education","lineage":["https://openalex.org/I130913789"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael F.R. Campos","raw_affiliation_strings":["Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","institution_ids":["https://openalex.org/I130913789"]},{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015","institution_ids":["https://openalex.org/I130913789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090458680","display_name":"Jos\u00e9 M. Ara\u00fajo","orcid":"https://orcid.org/0000-0002-4170-7067"},"institutions":[{"id":"https://openalex.org/I130913789","display_name":"Instituto Federal da Bahia","ror":"https://ror.org/01tzdej37","country_code":"BR","type":"education","lineage":["https://openalex.org/I130913789"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose M. Araujo","raw_affiliation_strings":["Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Bahia Salvador, Bahia","institution_ids":["https://openalex.org/I130913789"]},{"raw_affiliation_string":"Departamento de Automa\u00e7\u00e3o e Sistemas, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia da Bahia, Salvador, Bahia 40301-015","institution_ids":["https://openalex.org/I130913789"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062837641","display_name":"Carlos E.T. D\u00f3rea","orcid":"https://orcid.org/0000-0002-3999-2874"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos E. T. Dorea","raw_affiliation_strings":["Departamento de Engenharia de Computa\u00e7\u00e3o e Automa\u00e7\u00e3o Lagoa Nova Natal, Centro de Tecnologia, RN, Brazil","Universidade Federal do Rio Grande do Norte, Centro de Tecnologia, Departamento de Engenharia de Computa\u00e7\u00e3o e Automa\u00e7\u00e3o, Lagoa Nova Natal, RN, 59078-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia de Computa\u00e7\u00e3o e Automa\u00e7\u00e3o Lagoa Nova Natal, Centro de Tecnologia, RN, Brazil","institution_ids":[]},{"raw_affiliation_string":"Universidade Federal do Rio Grande do Norte, Centro de Tecnologia, Departamento de Engenharia de Computa\u00e7\u00e3o e Automa\u00e7\u00e3o, Lagoa Nova Natal, RN, 59078-900, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4104,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70922389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9988999962806702,"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":0.6339738368988037},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6217838525772095},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5906856060028076},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5408930778503418},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5376184582710266},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.5034334063529968},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48438388109207153},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4378894567489624},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.43448007106781006},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42060983180999756},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4187674820423126},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.41624343395233154},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.41561323404312134},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.3682788014411926},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3241890072822571},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28874319791793823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23125797510147095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21624630689620972},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16499009728431702},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13529428839683533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6339738368988037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6217838525772095},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5906856060028076},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5408930778503418},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5376184582710266},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.5034334063529968},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48438388109207153},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4378894567489624},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.43448007106781006},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42060983180999756},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4187674820423126},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.41624343395233154},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.41561323404312134},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.3682788014411926},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3241890072822571},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28874319791793823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23125797510147095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21624630689620972},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16499009728431702},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13529428839683533},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cica.2014.7013246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cica.2014.7013246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W165896801","https://openalex.org/W180677656","https://openalex.org/W1554663460","https://openalex.org/W1576823098","https://openalex.org/W1968718177","https://openalex.org/W1970298782","https://openalex.org/W1983533277","https://openalex.org/W2008109035","https://openalex.org/W2012483024","https://openalex.org/W2034745144","https://openalex.org/W2048460830","https://openalex.org/W2055931818","https://openalex.org/W2058675178","https://openalex.org/W2073713860","https://openalex.org/W2101138302","https://openalex.org/W2102303403","https://openalex.org/W2111620749","https://openalex.org/W2118919066","https://openalex.org/W2122572396","https://openalex.org/W2124776405","https://openalex.org/W2138484437","https://openalex.org/W2139254027","https://openalex.org/W2163566850","https://openalex.org/W2171505650","https://openalex.org/W2285257517","https://openalex.org/W4388297464","https://openalex.org/W6684103465"],"related_works":["https://openalex.org/W1892002403","https://openalex.org/W4309005041","https://openalex.org/W1991810297","https://openalex.org/W1819950161","https://openalex.org/W2032253950","https://openalex.org/W2101148463","https://openalex.org/W1604153366","https://openalex.org/W2100724434","https://openalex.org/W1506477645","https://openalex.org/W2121442342"],"abstract_inverted_index":{"Control":[0],"techniques":[1],"for":[2,29,86,103,151],"systems":[3,34,89,137],"with":[4,66,138],"constraints":[5,18,50],"on":[6,37,143],"control":[7,30,84,97,115,168,180,197],"and":[8,61,69,154],"state":[9],"are":[10,46,77,187],"somewhat":[11],"attractive,":[12],"mainly":[13],"in":[14,51,72,99,105,133,157,191],"cases":[15],"where":[16],"these":[17],"represent":[19],"safety":[20],"or":[21,90],"critical":[22],"points":[23],"of":[24,31,40,49,58,82,93,113,136,161,165,178,210],"operation.":[25],"An":[26],"important":[27],"approach":[28],"constrained":[32],"linear":[33],"is":[35,120,147,204],"based":[36,202],"the":[38,47,52,55,59,62,73,83,91,106,114,124,130,134,144,159,162,166,179,195,208,211],"concept":[39],"set":[41,174],"invariance,":[42],"whose":[43],"main":[44],"advantages":[45],"inclusion":[48],"whole":[53],"design,":[54],"non-conservative":[56],"nature":[57],"controllers":[60],"ability":[63],"to":[64,189,206],"cope":[65],"noise":[67],"measurement":[68],"disturbance":[70],"entering":[71],"system.":[74,181],"Some":[75],"disadvantage":[76],"a":[78,172],"possibly":[79],"high":[80],"complexity":[81],"law":[85,98],"higher":[87],"order":[88],"absence":[92],"an":[94,148,192],"analytical,":[95],"off-line":[96],"some":[100],"cases,":[101],"as,":[102],"instance,":[104],"output":[107],"feedback":[108],"case.":[109],"The":[110],"online":[111,167,196],"computation":[112],"input":[116],"at":[117],"each":[118],"step":[119],"ever":[121],"possible,":[122],"but":[123],"computational":[125],"cost":[126],"involved":[127],"may":[128],"turn":[129],"solution":[131],"impracticable":[132],"case":[135,201],"fast":[139],"dynamics.":[140],"Neural":[141],"networks,":[142],"other":[145],"hand,":[146],"interesting":[149],"alternative":[150],"function":[152],"approximation,":[153],"works":[155],"well":[156],"capturing":[158],"characteristics":[160],"input-output":[163],"manifold":[164],"law,":[169],"starting":[170],"from":[171],"training":[173],"generated":[175],"by":[176],"simulation":[177],"In":[182],"this":[183],"paper,":[184],"neural":[185,213],"networks":[186],"applied":[188],"substitute":[190],"efficient":[193],"way":[194],"computation.":[198],"A":[199],"real":[200],"example":[203],"used":[205],"verify":[207],"effectiveness":[209],"proposed":[212],"controller.":[214]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
