{"id":"https://openalex.org/W1966427590","doi":"https://doi.org/10.1109/cscs.2013.75","title":"Metaheuristic vs Adaptive Approach in Discrete-Time Hammerstein Systems Identification","display_name":"Metaheuristic vs Adaptive Approach in Discrete-Time Hammerstein Systems Identification","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W1966427590","doi":"https://doi.org/10.1109/cscs.2013.75","mag":"1966427590"},"language":"en","primary_location":{"id":"doi:10.1109/cscs.2013.75","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscs.2013.75","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 19th International Conference on Control Systems and Computer Science","raw_type":"proceedings-article"},"type":"conference-paper","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/A5084938758","display_name":"Mihai Cornoiu","orcid":null},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Cornoiu","raw_affiliation_strings":["Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016226575","display_name":"Dumitru Popescu","orcid":null},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dumitru Popescu","raw_affiliation_strings":["Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110017758","display_name":"Pierre Borne","orcid":null},"institutions":[{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Borne","raw_affiliation_strings":["Ecole Centrale de Lille, Villeneuve d'Ascq, France","E\u0301cole Centrale de Lille, Villeneuve d\u2019Ascq, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Centrale de Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I7454413"]},{"raw_affiliation_string":"E\u0301cole Centrale de Lille, Villeneuve d\u2019Ascq, France","institution_ids":["https://openalex.org/I7454413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041276533","display_name":"Dan \u015etef\u0103noiu","orcid":"https://orcid.org/0000-0001-8175-6659"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Stefanoiu","raw_affiliation_strings":["Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automatic Control and Systems Engineering Department, Faculty of Automatic Control and Computers, Politehnica University of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Autom. Control & Syst. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"435","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9998999834060669,"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/T11236","display_name":"Control Systems and Identification","score":0.9998999834060669,"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":0.9918000102043152,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.6553364396095276},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6292214393615723},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.619060218334198},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5632324814796448},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.5555190443992615},{"id":"https://openalex.org/keywords/non-linear-least-squares","display_name":"Non-linear least squares","score":0.5041624307632446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4475029706954956},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4460490643978119},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42886820435523987},{"id":"https://openalex.org/keywords/gauss","display_name":"Gauss","score":0.4240069091320038},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4165991544723511},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39554363489151},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3688132166862488},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3540859818458557},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.28877687454223633},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.15378770232200623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09889647364616394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06364208459854126}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6553364396095276},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6292214393615723},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.619060218334198},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5632324814796448},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.5555190443992615},{"id":"https://openalex.org/C45923927","wikidata":"https://www.wikidata.org/wiki/Q3319230","display_name":"Non-linear least squares","level":3,"score":0.5041624307632446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4475029706954956},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4460490643978119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42886820435523987},{"id":"https://openalex.org/C161794534","wikidata":"https://www.wikidata.org/wiki/Q177493","display_name":"Gauss","level":2,"score":0.4240069091320038},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4165991544723511},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39554363489151},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3688132166862488},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3540859818458557},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.28877687454223633},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.15378770232200623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09889647364616394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06364208459854126},{"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/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscs.2013.75","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscs.2013.75","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 19th International Conference on Control Systems and Computer Science","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":12,"referenced_works":["https://openalex.org/W1974842604","https://openalex.org/W1983280289","https://openalex.org/W1987338152","https://openalex.org/W2006043160","https://openalex.org/W2020699878","https://openalex.org/W2043192127","https://openalex.org/W2085803894","https://openalex.org/W2105731272","https://openalex.org/W2124840426","https://openalex.org/W2983918189","https://openalex.org/W4255272544","https://openalex.org/W6646184897"],"related_works":["https://openalex.org/W2026673180","https://openalex.org/W1959514624","https://openalex.org/W200101083","https://openalex.org/W2939592218","https://openalex.org/W2359835307","https://openalex.org/W327962130","https://openalex.org/W4380487384","https://openalex.org/W1997338499","https://openalex.org/W4378552425","https://openalex.org/W2589353378"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,15,35,67],"describe":[4],"two":[5,74],"identification":[6],"methods":[7,12,75],"for":[8],"Hammerstein":[9],"systems.":[10],"Both":[11],"are":[13],"design":[14],"approximate":[16,36],"the":[17,44,47,73],"nonlinear":[18,40,54],"component":[19,41],"by":[20],"using":[21],"families":[22],"of":[23,63],"simpler":[24],"functions.":[25],"The":[26],"first":[27],"algorithm":[28,66],"combines":[29],"linear":[30,38],"least":[31,55],"squares":[32,56],"with":[33],"PSO":[34],"both":[37],"and":[39,58],"parameters,":[42],"whilst":[43],"latter":[45],"redesigns":[46],"unknown":[48],"coefficients":[49],"approximation":[50],"problem":[51],"into":[52],"a":[53,60],"one":[57],"uses":[59],"modified":[61],"version":[62],"Gauss-":[64],"Newton":[65],"solve":[68],"it.":[69],"A":[70],"comparison":[71],"between":[72],"is":[76],"carried":[77],"out.":[78]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}