Identification of Boolean control networks

doi:10.1016/j.automatica.2011.01.083

CSpace > 系统科学研究所

	Identification of Boolean control networks
	Cheng, Daizhan; Zhao, Yin
	2011-04-01
发表期刊	AUTOMATICA
ISSN	0005-1098
卷号	47 期号:4 页码:702-710
摘要	In this paper the identification of Boolean control networks is addressed. First, necessary and sufficient conditions are obtained for the identification of state equation from input-state data. Then a necessary and sufficient condition for a controllable Boolean network to be observable is presented. Based on these two results, a necessary and sufficient condition for the identification from input-output data is achieved. To practically identify the model, a numerical algorithm is proposed. Two particular cases: (i) identification of systems with a known network graph; (ii) identification of a higher order Boolean network, are also investigated. Finally, the approximate identification for large size networks is explored. (C) 2011 Elsevier Ltd. All rights reserved.
关键词	Boolean control network Identification Controllability Observability Network graph
DOI	10.1016/j.automatica.2011.01.083
语种	英语
资助项目	NNSF of China[60736022] ; NNSF of China[60221301] ; NNSF of China[61074114] ; [SIC07010201]
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000289968500007
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/12056
专题	系统科学研究所
通讯作者	Cheng, Daizhan
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Cheng, Daizhan,Zhao, Yin. Identification of Boolean control networks[J]. AUTOMATICA,2011,47(4):702-710.
APA	Cheng, Daizhan,&Zhao, Yin.(2011).Identification of Boolean control networks.AUTOMATICA,47(4),702-710.
MLA	Cheng, Daizhan,et al."Identification of Boolean control networks".AUTOMATICA 47.4(2011):702-710.