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ON IDENTIFICATION OF BOOLEAN CONTROL NETWORKS

文献类型：期刊论文

作者Wang, Biao2; Feng, Jun-e2; Cheng, Daizhan1
刊名SIAM JOURNAL ON CONTROL AND OPTIMIZATION
出版日期2022
卷号60期号:3页码:1591-1612
关键词identification controllability observability Boolean control networks semitensor product
ISSN号0363-0129
DOI10.1137/20M1373773
英文摘要A 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.
资助项目National 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研究方向Automation & Control Systems ; Mathematics
语种英语
WOS记录号WOS:000809668500015
出版者SIAM PUBLICATIONS
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/61571]  
专题系统科学研究所
通讯作者Feng, Jun-e
作者单位1.Chinese Acad Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
2.Shandong Univ, Sch Management, Jinan 250100, Peoples R China
推荐引用方式
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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