{"id":"https://openalex.org/W4366527494","doi":"https://doi.org/10.1177/09596518231165348","title":"Hierarchical maximum likelihood identification based on Levenberg\u2013Marquardt and particle swarm optimization for feedback nonlinear systems","display_name":"Hierarchical maximum likelihood identification based on Levenberg\u2013Marquardt and particle swarm optimization for feedback nonlinear systems","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366527494","doi":"https://doi.org/10.1177/09596518231165348"},"language":"en","primary_location":{"id":"doi:10.1177/09596518231165348","is_oa":false,"landing_page_url":"https://doi.org/10.1177/09596518231165348","pdf_url":null,"source":{"id":"https://openalex.org/S4210196624","display_name":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","issn_l":"0959-6518","issn":["0959-6518","2041-3041"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering","raw_type":"journal-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/A5066803675","display_name":"Tiancheng Zong","orcid":"https://orcid.org/0000-0003-2865-923X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiancheng Zong","raw_affiliation_strings":["School of Electrical Engineering, Nantong University, Nantong, P.R. China","School of Information Science and Technology, Nantong University, Nantong, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-2865-923X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Nantong University, Nantong, P.R. China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, P.R. China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782051","display_name":"Junhong Li","orcid":"https://orcid.org/0000-0002-4864-0897"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junhong Li","raw_affiliation_strings":["School of Electrical Engineering, Nantong University, Nantong, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Nantong University, Nantong, P.R. China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100398912","display_name":"Guoping L\u00fc","orcid":"https://orcid.org/0000-0002-6815-4554"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoping Lu","raw_affiliation_strings":["School of Electrical Engineering, Nantong University, Nantong, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Nantong University, Nantong, P.R. China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100782051"],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":0.6543,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67320312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"237","issue":"9","first_page":"1573","last_page":"1586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9955999851226807,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7945715188980103},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5980953574180603},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5658261775970459},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5578480958938599},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5239220261573792},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5142549872398376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5024268627166748},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4867813289165497},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30112558603286743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2592884302139282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1830897033214569},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.08886581659317017}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7945715188980103},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5980953574180603},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5658261775970459},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5578480958938599},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5239220261573792},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5142549872398376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5024268627166748},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4867813289165497},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30112558603286743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2592884302139282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1830897033214569},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.08886581659317017},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/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},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/09596518231165348","is_oa":false,"landing_page_url":"https://doi.org/10.1177/09596518231165348","pdf_url":null,"source":{"id":"https://openalex.org/S4210196624","display_name":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","issn_l":"0959-6518","issn":["0959-6518","2041-3041"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W983297328","https://openalex.org/W1936711499","https://openalex.org/W1984558792","https://openalex.org/W1992970622","https://openalex.org/W2008712213","https://openalex.org/W2020275561","https://openalex.org/W2039569176","https://openalex.org/W2042297527","https://openalex.org/W2056426503","https://openalex.org/W2148352317","https://openalex.org/W2160220160","https://openalex.org/W2167256449","https://openalex.org/W2187150571","https://openalex.org/W2207329905","https://openalex.org/W2412870889","https://openalex.org/W2415434300","https://openalex.org/W2417406719","https://openalex.org/W2531499474","https://openalex.org/W2561685203","https://openalex.org/W2762720124","https://openalex.org/W2790948125","https://openalex.org/W2884629900","https://openalex.org/W2904264140","https://openalex.org/W2963264671","https://openalex.org/W2974849052","https://openalex.org/W2996870713","https://openalex.org/W2999961121","https://openalex.org/W3044545634","https://openalex.org/W3084331446","https://openalex.org/W3088717888","https://openalex.org/W3103861957","https://openalex.org/W3112777339","https://openalex.org/W3135018611","https://openalex.org/W3137017798","https://openalex.org/W3146898895","https://openalex.org/W3159128683","https://openalex.org/W3172266673","https://openalex.org/W3173417124","https://openalex.org/W3186810099","https://openalex.org/W3186981239","https://openalex.org/W3193466029","https://openalex.org/W3193489088","https://openalex.org/W3193519226","https://openalex.org/W3193535875","https://openalex.org/W3202362324","https://openalex.org/W3202591407","https://openalex.org/W4205320941","https://openalex.org/W4210446523","https://openalex.org/W4224085918","https://openalex.org/W4224270331","https://openalex.org/W4225130505","https://openalex.org/W4308035773"],"related_works":["https://openalex.org/W1747965218","https://openalex.org/W3177438917","https://openalex.org/W3002669349","https://openalex.org/W2084289551","https://openalex.org/W1997830976","https://openalex.org/W2168185055","https://openalex.org/W2888146468","https://openalex.org/W2156286457","https://openalex.org/W2355194131","https://openalex.org/W2389320141"],"abstract_inverted_index":{"This":[0],"article":[1],"covers":[2],"the":[3,6,33,44,60,65,69,73,85,93,96,101,109,114,120,138,142,147,156],"identification":[4,13,35,130],"of":[5,17,67,72],"feedback":[7,139],"nonlinear":[8,12,19],"systems.":[9,140],"The":[10,49,116],"parameterized":[11],"model":[14],"involves":[15],"products":[16],"system":[18,23,45],"part":[20,25],"parameters":[21],"and":[22,51,100,112,132],"linear":[24],"parameters.":[26],"To":[27],"deal":[28],"with":[29],"these":[30],"product":[31],"terms,":[32],"hierarchical":[34],"based":[36],"on":[37],"maximum":[38],"likelihood":[39],"is":[40,104,123],"used":[41,153],"to":[42,106,154],"decompose":[43],"into":[46],"two":[47,61],"subsystems.":[48],"Levenberg\u2013Marquardt":[50],"particle":[52,75,87],"swarm":[53,76,88],"optimization":[54,70,77,89],"methods":[55],"are":[56,82],"applied":[57,105],"for":[58],"identifying":[59,137],"subsystems,":[62],"respectively.":[63],"For":[64],"purpose":[66],"enhancing":[68],"capability":[71],"basic":[74],"method,":[78],"some":[79],"improvement":[80],"strategies":[81],"constructed.":[83],"Thus,":[84],"improved":[86],"algorithm":[90],"which":[91],"combines":[92],"adaptive":[94],"feedback,":[95],"linearly":[97],"decreasing":[98],"method":[99,149],"mutational":[102],"operator":[103],"adaptively":[107],"adjust":[108],"search":[110],"strategy":[111],"improve":[113],"ergodicity.":[115],"simulation":[117],"indicates":[118],"that":[119,146],"derived":[121],"estimation":[122],"effective":[124],"because":[125],"it":[126],"can":[127,150],"obtain":[128],"high":[129],"accuracy":[131],"fast":[133],"convergence":[134],"speed":[135],"when":[136],"Besides,":[141],"case":[143],"study":[144],"demonstrates":[145],"proposed":[148],"be":[151],"well":[152],"identify":[155],"electro-hydraulic-servo":[157],"position":[158],"system.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}