{"id":"https://openalex.org/W3042512265","doi":"https://doi.org/10.1109/access.2020.3009982","title":"Identification of Dynamical Systems Using a Broad Neural Network and Particle Swarm Optimization","display_name":"Identification of Dynamical Systems Using a Broad Neural Network and Particle Swarm Optimization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042512265","doi":"https://doi.org/10.1109/access.2020.3009982","mag":"3042512265"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3009982","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009982","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143090.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143090.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088670736","display_name":"Ran Han","orcid":"https://orcid.org/0000-0002-3178-5336"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ran Han","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088524383","display_name":"Rongjie Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]},{"id":"https://openalex.org/I4210162457","display_name":"Fujian Institute of Oceanography","ror":"https://ror.org/059qzzv16","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210162457"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjie Wang","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Naval Architecture and Ocean Engineering, Xiamen, China","Marine Engineering Institute, Jimei University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Naval Architecture and Ocean Engineering, Xiamen, China","institution_ids":["https://openalex.org/I4210162457"]},{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007377791","display_name":"Guangmiao Zeng","orcid":"https://orcid.org/0000-0002-9697-0954"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangmiao Zeng","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088670736"],"corresponding_institution_ids":["https://openalex.org/I161346416"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6462,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87303764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"132592","last_page":"132602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9997000098228455,"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/T12676","display_name":"Machine Learning and ELM","score":0.9997000098228455,"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/T10320","display_name":"Neural Networks and Applications","score":0.9972000122070312,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9969000220298767,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8196473121643066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7229889035224915},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6371829509735107},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5769532918930054},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5327950119972229},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5081930160522461},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5040211081504822},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5019283294677734},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47391781210899353},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"Nonlinear system identification","score":0.4476376175880432},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.44114652276039124},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4289032220840454},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"Nonlinear dynamical systems","score":0.41533809900283813},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41124388575553894},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.320591539144516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25699058175086975},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.21421411633491516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15181708335876465}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8196473121643066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7229889035224915},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6371829509735107},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5769532918930054},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5327950119972229},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5081930160522461},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5040211081504822},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5019283294677734},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47391781210899353},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.4476376175880432},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.44114652276039124},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4289032220840454},{"id":"https://openalex.org/C2983030100","wikidata":"https://www.wikidata.org/wiki/Q638328","display_name":"Nonlinear dynamical systems","level":3,"score":0.41533809900283813},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41124388575553894},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.320591539144516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25699058175086975},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.21421411633491516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15181708335876465},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3009982","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009982","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143090.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a89ebf2d7b7a46c9aebb6bc8d188d830","is_oa":true,"landing_page_url":"https://doaj.org/article/a89ebf2d7b7a46c9aebb6bc8d188d830","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 132592-132602 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3009982","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009982","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143090.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1558601464","display_name":null,"funder_award_id":"2017RYJ02","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2312116300","display_name":null,"funder_award_id":"2016002","funder_id":"https://openalex.org/F4320322736","funder_display_name":"Ministry of Agriculture of the People's Republic of China"},{"id":"https://openalex.org/G2364774366","display_name":null,"funder_award_id":"2017JSSPD01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2409502015","display_name":null,"funder_award_id":"2018001","funder_id":"https://openalex.org/F4320322736","funder_display_name":"Ministry of Agriculture of the People's Republic of China"},{"id":"https://openalex.org/G2434885447","display_name":null,"funder_award_id":"2016002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5311346577","display_name":null,"funder_award_id":"2018001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6367882003","display_name":null,"funder_award_id":"B19101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7816785129","display_name":null,"funder_award_id":"51879118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208342437","display_name":null,"funder_award_id":"1 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8304657118","display_name":null,"funder_award_id":"B17159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322736","display_name":"Ministry of Agriculture of the People's Republic of China","ror":"https://ror.org/05ckt8b96"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042512265.pdf","grobid_xml":"https://content.openalex.org/works/W3042512265.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1490488263","https://openalex.org/W1976342610","https://openalex.org/W2025534443","https://openalex.org/W2033653314","https://openalex.org/W2037479549","https://openalex.org/W2059115408","https://openalex.org/W2067483921","https://openalex.org/W2079325629","https://openalex.org/W2081749411","https://openalex.org/W2112461461","https://openalex.org/W2124582125","https://openalex.org/W2138484437","https://openalex.org/W2161867031","https://openalex.org/W2412870889","https://openalex.org/W2614622514","https://openalex.org/W2738226240","https://openalex.org/W2758695710","https://openalex.org/W2778260122","https://openalex.org/W2794227193","https://openalex.org/W2799362343","https://openalex.org/W2801667966","https://openalex.org/W2883005809","https://openalex.org/W2899341519","https://openalex.org/W2911605502","https://openalex.org/W2912912713","https://openalex.org/W2913523297","https://openalex.org/W2916079228","https://openalex.org/W2922123535","https://openalex.org/W2935478899","https://openalex.org/W2944517271","https://openalex.org/W2945637605","https://openalex.org/W2967090226","https://openalex.org/W2985462853","https://openalex.org/W4254218124"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2070977815","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2972744589","https://openalex.org/W2348044145"],"abstract_inverted_index":{"System":[0],"identification":[1,25],"plays":[2],"an":[3],"important":[4],"role":[5],"in":[6,21],"improving":[7],"the":[8,47,84,88,92,95,100,104,109,127,133],"structure":[9],"and":[10,44,69,97,129],"parameters":[11,45],"of":[12,26,63,87,94,111,132],"a":[13,56,61,64],"system,":[14],"but":[15],"there":[16],"are":[17],"many":[18],"problems":[19],"encountered":[20],"actual":[22],"operation.":[23],"The":[24,79,122],"dynamic":[27],"systems":[28,118],"is":[29,35,46],"not":[30],"as":[31,33,91],"simple":[32],"it":[34],"for":[36,119],"static":[37],"systems;":[38],"thus,":[39],"choosing":[40],"effective":[41],"model":[42,101],"structures":[43],"key":[48],"to":[49,74],"solving":[50],"this":[51],"problem.":[52],"This":[53],"paper":[54],"proposes":[55],"novel":[57],"algorithm":[58],"based":[59],"on":[60],"combination":[62],"broad":[65],"learning":[66],"system":[67],"(BLS)":[68],"particle":[70],"swarm":[71],"optimization":[72],"(PSO)":[73],"identify":[75],"nonlinear":[76],"dynamical":[77],"systems.":[78],"proposed":[80,134],"method":[81],"first":[82],"uses":[83],"dimension":[85],"expansion":[86],"data":[89],"set":[90],"input":[93],"BLS":[96],"then":[98],"optimizes":[99],"weight":[102],"by":[103],"PSO":[105],"algorithm.":[106],"To":[107],"verify":[108],"effectiveness":[110],"our":[112],"proposal,":[113],"we":[114],"use":[115],"four":[116],"second-order":[117],"simulation":[120,123],"experiments.":[121],"results":[124],"clearly":[125],"show":[126],"efficiency":[128],"anti-interference":[130],"ability":[131],"method.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
