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ON IDENTIFICATION OF BOOLEAN CONTROL NETWORKS
Wang, Biao1; Feng, Jun-e1; Cheng, Daizhan2
2022
Source PublicationSIAM JOURNAL ON CONTROL AND OPTIMIZATION
ISSN0363-0129
Volume60Issue:3Pages:1591-1612
AbstractA new analytical framework consisting of two phenomena, a single sample and multiple samples, is proposed to formulate the identification problem of Boolean control networks (BCNs) systematically and comprehensively. Under this framework, the existing works on identification can be categorized as special cases of these two phenomena. Several effective criteria for determining the identifiability and the corresponding identification algorithms are proposed. Two novel and important results are derived for the multiple-samples case: (1) A Boolean network is identifiable if and only if it is observable. (2) A BCN is identifiable if it is O1-observable, where O1-observability is the most general form of the existing observability terms. In addition, remarks present some challenging future research and contain a preliminary attempt about how to identify unobservable systems.
Keywordidentification controllability observability Boolean control networks semitensor product
DOI10.1137/20M1373773
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[12101366] ; National Natural Science Foundation of China[61877036] ; Natural Science Fund of Shandong Province[ZR2020QF117] ; Natural Science Fund of Shandong Province[ZR2019MF002]
WOS Research AreaAutomation & Control Systems ; Mathematics
WOS SubjectAutomation & Control Systems ; Mathematics, Applied
WOS IDWOS:000809668500015
PublisherSIAM PUBLICATIONS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/61572
Collection系统科学研究所
Corresponding AuthorFeng, Jun-e
Affiliation1.Shandong Univ, Sch Management, Jinan 250100, Peoples R China
2.Chinese Acad Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Wang, Biao,Feng, Jun-e,Cheng, Daizhan. ON IDENTIFICATION OF BOOLEAN CONTROL NETWORKS[J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION,2022,60(3):1591-1612.
APA Wang, Biao,Feng, Jun-e,&Cheng, Daizhan.(2022).ON IDENTIFICATION OF BOOLEAN CONTROL NETWORKS.SIAM JOURNAL ON CONTROL AND OPTIMIZATION,60(3),1591-1612.
MLA Wang, Biao,et al."ON IDENTIFICATION OF BOOLEAN CONTROL NETWORKS".SIAM JOURNAL ON CONTROL AND OPTIMIZATION 60.3(2022):1591-1612.
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