{"id":"https://openalex.org/W4414908561","doi":"https://doi.org/10.1109/access.2025.3618691","title":"Machine Learning-Based <i>L</i> <sub>1</sub> Adaptive Control for a Class of Chaotic Systems","display_name":"Machine Learning-Based <i>L</i> <sub>1</sub> Adaptive Control for a Class of Chaotic Systems","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414908561","doi":"https://doi.org/10.1109/access.2025.3618691"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3618691","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3618691","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2025.3618691","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Manwen Tian","orcid":"https://orcid.org/0009-0001-3555-0139"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manwen Tian","raw_affiliation_strings":["School of Management, Guangdong University of Science and Technology, Dongguan, China","School of Logistics, Linyi University, Linyi, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0001-3555-0139","affiliations":[{"raw_affiliation_string":"School of Management, Guangdong University of Science and Technology, Dongguan, China","institution_ids":[]},{"raw_affiliation_string":"School of Logistics, Linyi University, Linyi, Shandong, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019223560","display_name":"Shu\u2010Rong Yan","orcid":"https://orcid.org/0000-0002-4263-0516"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shurong Yan","raw_affiliation_strings":["School of Management, Guangdong University of Science and Technology, Dongguan, China","School of Logistics, Linyi University, Linyi, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Guangdong University of Science and Technology, Dongguan, China","institution_ids":[]},{"raw_affiliation_string":"School of Logistics, Linyi University, Linyi, Shandong, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004235277","display_name":"Didar Yedilkhan","orcid":"https://orcid.org/0000-0002-6343-5277"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Didar Yedilkhan","raw_affiliation_strings":["Smart City Research Center, Astana IT University, Astana, Kazakhstan","Smart City research center, Astana IT University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart City Research Center, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]},{"raw_affiliation_string":"Smart City research center, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085573532","display_name":"Nurkhat Zhakiyev","orcid":"https://orcid.org/0000-0002-4904-2047"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Nurkhat Zhakiyev","raw_affiliation_strings":["Department of Science and Innovation, Astana IT University, Astana, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-4904-2047","affiliations":[{"raw_affiliation_string":"Department of Science and Innovation, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089657515","display_name":"Ardashir Mohammadzadeh","orcid":"https://orcid.org/0000-0001-5173-4563"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Ardashir Mohammadzadeh","raw_affiliation_strings":["Department of Computational and Data Science, Astana IT University, Astana, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-5173-4563","affiliations":[{"raw_affiliation_string":"Department of Computational and Data Science, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13850557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"180218","last_page":"180231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9639999866485596,"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":0.9639999866485596,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.5940999984741211},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5594000220298767},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5536999702453613},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5371000170707703},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5157999992370605},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.484499990940094},{"id":"https://openalex.org/keywords/chaotic-systems","display_name":"Chaotic systems","score":0.46810001134872437},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.46140000224113464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663999795913696},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.5940999984741211},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5594000220298767},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5536999702453613},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5371000170707703},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5157999992370605},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.484499990940094},{"id":"https://openalex.org/C2987469083","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic systems","level":3,"score":0.46810001134872437},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46140000224113464},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.4465999901294708},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4318000078201294},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.39070001244544983},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3779999911785126},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.30230000615119934},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27559998631477356},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.27300000190734863},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2635999917984009},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3618691","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3618691","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1e2e157b5eef4cd0ba357bac4255821c","is_oa":true,"landing_page_url":"https://doaj.org/article/1e2e157b5eef4cd0ba357bac4255821c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 13, Pp 180218-180231 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3618691","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3618691","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2947594061","https://openalex.org/W2948086017","https://openalex.org/W2948800568","https://openalex.org/W2949181146","https://openalex.org/W2977411648","https://openalex.org/W2986492466","https://openalex.org/W3011376068","https://openalex.org/W3035971002","https://openalex.org/W3041282411","https://openalex.org/W3086017344","https://openalex.org/W3089743642","https://openalex.org/W3093615309","https://openalex.org/W3094568852","https://openalex.org/W3114263192","https://openalex.org/W3149285758","https://openalex.org/W3167185433","https://openalex.org/W4206594544","https://openalex.org/W4206756272","https://openalex.org/W4213077023","https://openalex.org/W4224304301","https://openalex.org/W4226280148","https://openalex.org/W4233705691","https://openalex.org/W4281293698","https://openalex.org/W4293812071","https://openalex.org/W4297542701","https://openalex.org/W4313520358","https://openalex.org/W4313887533","https://openalex.org/W4320018428","https://openalex.org/W4323041581","https://openalex.org/W4383226851","https://openalex.org/W4383901139","https://openalex.org/W4385224481","https://openalex.org/W4386120752","https://openalex.org/W4386527967","https://openalex.org/W4387743510","https://openalex.org/W4388440006","https://openalex.org/W4388549865","https://openalex.org/W4388607816","https://openalex.org/W4392144040","https://openalex.org/W4392337982","https://openalex.org/W4395446813","https://openalex.org/W4399285009","https://openalex.org/W4400260047","https://openalex.org/W4400744559","https://openalex.org/W4401851974","https://openalex.org/W4402285768","https://openalex.org/W4403144735","https://openalex.org/W4403210480","https://openalex.org/W4405174847","https://openalex.org/W4407168648","https://openalex.org/W4408867684","https://openalex.org/W4409163186","https://openalex.org/W4410328928","https://openalex.org/W4410439962","https://openalex.org/W4411614556","https://openalex.org/W4411918619","https://openalex.org/W4412608424","https://openalex.org/W4412623528","https://openalex.org/W4412949312","https://openalex.org/W6959262541"],"related_works":[],"abstract_inverted_index":{"The":[0,105],"stabilization":[1,127],"of":[2,54,107,128],"chaotic":[3,129],"systems":[4,13,130],"remains":[5],"a":[6,27,87],"critical":[7],"research":[8],"topic":[9],"in":[10,80,102],"control":[11,38,48],"and":[12,73,101,125],"theory,":[14],"particularly":[15],"due":[16],"to":[17,40,63,94],"the":[18,35,96,108,121],"challenges":[19],"introduced":[20],"by":[21],"model":[22],"uncertainties.":[23],"This":[24],"study":[25],"proposes":[26],"novel":[28],"approach":[29,122],"that":[30,120],"integrates":[31],"computational":[32],"intelligence":[33],"with":[34,70],"L\u2081":[36,46],"adaptive":[37,47],"framework":[39],"effectively":[41],"address":[42],"these":[43],"challenges.":[44],"Conventional":[45],"methods":[49],"typically":[50],"require":[51],"accurate":[52],"knowledge":[53],"specific":[55],"parameters,":[56],"which":[57],"may":[58],"be":[59],"difficult":[60],"or":[61],"impractical":[62],"obtain.":[64],"Furthermore,":[65],"some":[66],"parameters":[67,99],"vary":[68],"dynamically":[69],"system":[71],"behavior,":[72],"treating":[74],"them":[75],"as":[76],"constant":[77],"can":[78],"result":[79],"degraded":[81],"performance.":[82],"To":[83],"overcome":[84],"this":[85],"limitation,":[86],"type-2":[88],"fuzzy":[89],"neural":[90],"network":[91],"is":[92,111],"employed":[93],"compute":[95],"low-pass":[97],"filter":[98],"online":[100],"real":[103],"time.":[104],"stability":[106],"proposed":[109],"method":[110],"rigorously":[112],"established":[113],"through":[114],"Lyapunov-based":[115],"analysis.":[116],"Simulation":[117],"results":[118],"demonstrate":[119],"achieves":[123],"effective":[124],"robust":[126],"under":[131],"uncertain":[132],"conditions.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-08T00:00:00"}
