Control of Large-Scale Boolean Networks via Network Aggregation
文献类型：期刊论文
| 作者 | Zhao, Yin1; Ghosh, Bijoy K.2; Cheng, Daizhan1
|
| 刊名 | IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
 |
| 出版日期 | 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 |
| WOS记录号 | WOS:000379752400010 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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