State-Space Analysis of Boolean Networks

doi:10.1109/TNN.2009.2039802

CSpace > 系统科学研究所

	State-Space Analysis of Boolean Networks
	Cheng, Daizhan; Qi, Hongsheng
	2010-04-01
发表期刊	IEEE TRANSACTIONS ON NEURAL NETWORKS
ISSN	1045-9227
卷号	21 期号:4 页码:584-594
摘要	This paper provides a comprehensive framework for the state-space approach to Boolean networks. First, it surveys the authors' recent work on the topic: Using semitensor product of matrices and the matrix expression of logic, the logical dynamic equations of Boolean (control) networks can be converted into standard discrete-time dynamics. To use the state-space approach, the state space and its subspaces of a Boolean network have been carefully defined. The basis of a subspace has been constructed. Particularly, the regular subspace, y-friendly subspace, and invariant subspace are precisely defined, and the verifying algorithms are presented. As an application, the indistinct rolling gear structure of a Boolean network is revealed.
关键词	Basis Boolean (control) network indistinct rolling gear structure state space subspace
DOI	10.1109/TNN.2009.2039802
语种	英语
资助项目	National Natural Science Foundation (NNSF) of China[60674022] ; National Natural Science Foundation (NNSF) of China[60736022] ; National Natural Science Foundation (NNSF) of China[60821091]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号	WOS:000276257000004
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/10067
专题	系统科学研究所
通讯作者	Cheng, Daizhan
作者单位	Chinese Acad Sci, Key Lab Syst & Control, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Cheng, Daizhan,Qi, Hongsheng. State-Space Analysis of Boolean Networks[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2010,21(4):584-594.
APA	Cheng, Daizhan,&Qi, Hongsheng.(2010).State-Space Analysis of Boolean Networks.IEEE TRANSACTIONS ON NEURAL NETWORKS,21(4),584-594.
MLA	Cheng, Daizhan,et al."State-Space Analysis of Boolean Networks".IEEE TRANSACTIONS ON NEURAL NETWORKS 21.4(2010):584-594.