{"id":"https://openalex.org/W3008261595","doi":"https://doi.org/10.1109/bigdata47090.2019.9006074","title":"Data-driven control of a class of discrete-time linear complex dynamical networks","display_name":"Data-driven control of a class of discrete-time linear complex dynamical networks","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008261595","doi":"https://doi.org/10.1109/bigdata47090.2019.9006074","mag":"3008261595"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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/A5100392264","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0003-3281-6971"},"institutions":[{"id":"https://openalex.org/I4210101015","display_name":"Wuhan Municipal Engineering Design & Research Institute","ror":"https://ror.org/00ycq1k13","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210101015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["WISDRI Engineering & Research Incorporation Limited, Research & Development Institute, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WISDRI Engineering & Research Incorporation Limited, Research & Development Institute, Wuhan, China","institution_ids":["https://openalex.org/I4210101015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010981680","display_name":"Changyang Feng","orcid":"https://orcid.org/0000-0002-2480-9889"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyang Feng","raw_affiliation_strings":["School of Information Management, Central China Normal University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109324703","display_name":"Wei Quan","orcid":"https://orcid.org/0000-0003-2130-3046"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Quan","raw_affiliation_strings":["College of Computing and Informatics, Drexel University, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23265162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"6243","last_page":"6245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7920414209365845},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.7134891152381897},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6834008693695068},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5594543218612671},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.5138776302337646},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5134676098823547},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5032615065574646},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.43250572681427},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3101603388786316},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.2562906742095947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18175798654556274},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15617462992668152},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09179562330245972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920414209365845},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.7134891152381897},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6834008693695068},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5594543218612671},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.5138776302337646},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5134676098823547},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5032615065574646},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.43250572681427},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3101603388786316},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2562906742095947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18175798654556274},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15617462992668152},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09179562330245972},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"mag:3041327353","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002236721564778","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2017878009","https://openalex.org/W2062692785","https://openalex.org/W2068285346","https://openalex.org/W2121863487","https://openalex.org/W2164727176","https://openalex.org/W2430619152","https://openalex.org/W2742195311","https://openalex.org/W2772264014","https://openalex.org/W2800470490","https://openalex.org/W2807176303","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2286391053","https://openalex.org/W2982600058","https://openalex.org/W1963486701","https://openalex.org/W2312483540","https://openalex.org/W4249477090","https://openalex.org/W191745111","https://openalex.org/W1522083559","https://openalex.org/W2007570603","https://openalex.org/W2808224918","https://openalex.org/W620095722"],"abstract_inverted_index":{"The":[0,23],"study":[1],"presented":[2],"in":[3,82],"this":[4,83],"poster":[5],"deals":[6],"with":[7,19,60,172],"the":[8,14,29,32,46,61,73,78,100,103,115,130,134,137,140,145,149,153,157,169,175,192,197,204,207],"model-free":[9,89,181],"optimal":[10,90,158,193],"synchronization":[11,25,101,150],"control":[12,26,79,91,124,147,151,159,183,194],"of":[13,28,35,48,63,102,133,139,152,161,168,206],"complex":[15],"dynamical":[16],"networks":[17],"(CDNs)":[18],"unknown":[20],"non-identical":[21],"dynamics.":[22,37,178],"traditional":[24],"methods":[27],"CDNs":[30,154],"require":[31],"complete":[33],"knowledge":[34],"system":[36,49,170],"However,":[38],"there":[39],"usually":[40],"exists":[41],"substantive":[42],"data":[43,59,67,187],"which":[44,165],"contains":[45],"information":[47],"state":[50,118],"variables.":[51],"In":[52],"addition,":[53],"we":[54,85],"are":[55,200],"surrounded":[56],"by":[57],"big":[58],"advent":[62],"rapid":[64],"and":[65,144,174],"low-cost":[66],"acquisition":[68],"techniques.":[69],"We":[70],"can":[71],"employ":[72],"data-driven":[74,88,107],"method":[75,184],"to":[76,98,113,128,190,202],"acquire":[77],"law.":[80],"Thus,":[81],"study,":[84],"propose":[86],"a":[87,106,180],"scheme":[92],"based":[93],"on":[94],"reinforcement":[95],"learning":[96],"(RL)":[97],"achieve":[99],"CDNs.":[104,135],"First,":[105],"adaptive":[108,141],"distributed":[109,142],"observer":[110,143],"is":[111,126,166,188],"designed":[112,127],"estimate":[114],"reference":[116,176],"node":[117,177],"for":[119],"each":[120],"node.":[121],"A":[122],"feedforward":[123,146],"law":[125],"compensate":[129],"coupling":[131],"dynamics":[132,171],"With":[136],"help":[138],"law,":[148],"transforms":[155],"into":[156],"problem":[160],"an":[162],"augmented":[163],"systems,":[164],"composed":[167],"compensation":[173],"Then,":[179],"RL-based":[182],"using":[185],"measurable":[186],"developed":[189,208],"solve":[191],"problem.":[195],"Finally,":[196],"simulation":[198],"results":[199],"provided":[201],"demonstrate":[203],"effectiveness":[205],"approach.":[209]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
