Control of Large-Scale Boolean Networks via Network Aggregation

doi:10.1109/TNNLS.2015.2442593

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	Control of Large-Scale Boolean Networks via Network Aggregation
	Zhao, Yin 1; Ghosh, Bijoy K.2; Cheng, Daizhan1
	2016-07-01
发表期刊	IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
ISSN	2162-237X
卷号	27 期号:7 页码:1527-1536
摘要	A major challenge to solve problems in control of Boolean networks is that the computational cost increases exponentially when the number of nodes in the network increases. We consider the problem of controllability and stabilizability of Boolean control networks, address the increasing cost problem by partitioning the network graph into several subnetworks, and analyze the subnetworks separately. Easily verifiable necessary conditions for controllability and stabilizability are proposed for a general aggregation structure. For acyclic aggregation, we develop a sufficient condition for stabilizability. It dramatically reduces the computational complexity if the number of nodes in each block of the acyclic aggregation is small enough compared with the number of nodes in the entire Boolean network.
关键词	Acyclic aggregation Boolean control network (BCN) controllability graph aggregation stabilizability
DOI	10.1109/TNNLS.2015.2442593
语种	英语
资助项目	U.S. National Science Foundation through the National Stroke Foundation[1029178] ; National Natural Science Foundation of China[61273013] ; National Natural Science Foundation of China[61333001]
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:000379752400010
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/23136
专题	系统科学研究所
通讯作者	Cheng, Daizhan
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Texas Tech Univ, Dept Math & Stat, Ctr BioCybernet & Intelligent Syst, Lubbock, TX 79409 USA
推荐引用方式 GB/T 7714	Zhao, Yin,Ghosh, Bijoy K.,Cheng, Daizhan. Control of Large-Scale Boolean Networks via Network Aggregation[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2016,27(7):1527-1536.
APA	Zhao, Yin,Ghosh, Bijoy K.,&Cheng, Daizhan.(2016).Control of Large-Scale Boolean Networks via Network Aggregation.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,27(7),1527-1536.
MLA	Zhao, Yin,et al."Control of Large-Scale Boolean Networks via Network Aggregation".IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 27.7(2016):1527-1536.