Control of Large-Scale Boolean Networks via Network Aggregation

doi:10.1109/TNNLS.2015.2442593

CORC > 数学与系统科学研究院 > 中国科学院数学与系统科学研究院 > 系统科学研究所

	Control of Large-Scale Boolean Networks via Network Aggregation
	Zhao, Yin 1; Ghosh, Bijoy K.2; Cheng, Daizhan1
刊名	IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
	2016-07-01
卷号	27 期号:7 页码:1527-1536
关键词	Acyclic aggregation Boolean control network (BCN) controllability graph aggregation stabilizability
ISSN号	2162-237X
DOI	10.1109/TNNLS.2015.2442593
英文摘要	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.
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
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000379752400010
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/23135]
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.