CSpace  > 系统科学研究所
Modeling, Analysis and Control of Networked Evolutionary Games
Cheng, Daizhan1,2; He, Fenghua3; Qi, Hongsheng2; Xu, Tingting2
2015-09-01
Source PublicationIEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN0018-9286
Volume60Issue:9Pages:2402-2415
AbstractConsider a networked evolutionary game (NEG). According to its strategy updating rule, a fundamental evolutionary equation (FEE) for each node is proposed, which is based on local information. Using FEEs, the network strategy profile dynamics (SPD) is expressed as a k-valued (deterministic or probabilistic) logical dynamic system. The SPD is then used to analyze the network dynamic behaviors, such as the fixed points, the cycles, and the basins of attractions, etc. Particularly, when the homogeneous networked games are considered, a necessary and sufficient condition is presented to verify when a stationary stable profile exists. Then the equivalence of two NEGs is investigated. Finally, after a rigorous definition of controlled NEGs, some control problems, including controllability, stabilization, and network consensus, are considered, and some verifiable conditions are presented. Examples with various games are presented to illustrate the theoretical results. The basic tool for this approach is the semi-tensor product (STP) of matrices, which is a generalization of the conventional matrix product.
KeywordControlled NEG fundamental evolutionary equation (FEE) networked evolutionary game (NEG) STP strategy profile dynamics (SPD) strategy updating rule
DOI10.1109/TAC.2015.2404471
Language英语
Funding ProjectNational Natural Science Foundation (NNSF) of China[61074114] ; National Natural Science Foundation (NNSF) of China[61273013] ; National Natural Science Foundation (NNSF) of China[61333001] ; National Natural Science Foundation (NNSF) of China[61104065] ; National Natural Science Foundation (NNSF) of China[61473099] ; National Center for Mathematics and Interdisciplinary Sciences, CAS
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000360501800009
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Cited Times:110[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/20667
Collection系统科学研究所
Affiliation1.Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
2.Chinese Acad Sci, Key Lab Syst & Control, Acad Math & Syst Sci, Beijing 100190, Peoples R China
3.Harbin Inst Technol, Control & Simulat Ctr, Harbin 150080, Peoples R China
Recommended Citation
GB/T 7714
Cheng, Daizhan,He, Fenghua,Qi, Hongsheng,et al. Modeling, Analysis and Control of Networked Evolutionary Games[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2015,60(9):2402-2415.
APA Cheng, Daizhan,He, Fenghua,Qi, Hongsheng,&Xu, Tingting.(2015).Modeling, Analysis and Control of Networked Evolutionary Games.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,60(9),2402-2415.
MLA Cheng, Daizhan,et al."Modeling, Analysis and Control of Networked Evolutionary Games".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 60.9(2015):2402-2415.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Cheng, Daizhan]'s Articles
[He, Fenghua]'s Articles
[Qi, Hongsheng]'s Articles
Baidu academic
Similar articles in Baidu academic
[Cheng, Daizhan]'s Articles
[He, Fenghua]'s Articles
[Qi, Hongsheng]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Cheng, Daizhan]'s Articles
[He, Fenghua]'s Articles
[Qi, Hongsheng]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.