ALGEBRAIC APPROACH TO DYNAMICS OF MULTIVALUED NETWORKS
文献类型:期刊论文
作者 | Li, Zhiqiang; Cheng, Daizhan![]() |
刊名 | INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
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出版日期 | 2010-03-01 |
卷号 | 20期号:3页码:561-582 |
关键词 | Logical network semi-tensor product attractor transient period controllability |
ISSN号 | 0218-1274 |
DOI | 10.1142/S0218127410025892 |
英文摘要 | Using semi-tensor product of matrices, a matrix expression for multivalued logic is proposed, where a logical variable is expressed as a vector, and a logical function is expressed as a multilinear mapping. Under this framework, the dynamics of a multivalued logical network is converted into a standard discrete-time linear system. Analyzing the network transition matrix, easily computable formulas are obtained to show ( a) the number of equilibriums; (b) the numbers of cycles of different lengths; ( c) transient period, the minimum time for all points to enter the set of attractors, respectively. A method to reconstruct the logical network from its network transition matrix is also presented. This approach can also be used to convert the dynamics of a multivalued control network into a discrete-time bilinear system. Then, the structure and the controllability of multivalued logical control networks are revealed. |
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 | Mathematics ; Science & Technology - Other Topics |
语种 | 英语 |
WOS记录号 | WOS:000279238400001 |
出版者 | WORLD SCIENTIFIC PUBL CO PTE LTD |
源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/11100] ![]() |
专题 | 系统科学研究所 |
通讯作者 | Li, Zhiqiang |
作者单位 | Chinese Acad Sci, AMSS, Key Lab Syst & Control, Beijing 100190, Peoples R China |
推荐引用方式 GB/T 7714 | Li, Zhiqiang,Cheng, Daizhan. ALGEBRAIC APPROACH TO DYNAMICS OF MULTIVALUED NETWORKS[J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,2010,20(3):561-582. |
APA | Li, Zhiqiang,&Cheng, Daizhan.(2010).ALGEBRAIC APPROACH TO DYNAMICS OF MULTIVALUED NETWORKS.INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,20(3),561-582. |
MLA | Li, Zhiqiang,et al."ALGEBRAIC APPROACH TO DYNAMICS OF MULTIVALUED NETWORKS".INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 20.3(2010):561-582. |
入库方式: OAI收割
来源:数学与系统科学研究院
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