Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach

doi:10.1109/TAC.2016.2545106

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	Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach
	Tan, Shaolin 1; Wang, Yaonan 1; Lu, Jinhu2
	2016-12-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	61 期号:12 页码:4118-4124
摘要	Networked games prevail in a wide range of evolutionary collective phenomena on social, biological, and engineering networks. An important and challenging problem is how to understand and then further intervene in the evolutionary networked game dynamics. This technical note aims at developing a microscopic deterministic formulation for analyzing and controlling the evolutionary game dynamics on complex networks. By utilizing the typical characteristics of multi-agent systems, the proposed approach establishes a systematic framework with micro-macro-intervention mechanism to analyze and control the networked game dynamics. Based on the proposed method, this technical note further explores several key issues, including consensus of strategies, cooperation among individuals and control of the network game dynamics. These results indicate us that the feedback from neighborhoods to each individual can alter the tendency of defection for adaptive dynamics. While for imitation dynamics on networks, it is much more effective to boost cooperation by awarding cooperators with high degree. Moreover, the effectiveness of different cooperation mechanisms has been clarified. The developed microscopic deterministic approach sheds some lights on the understanding and intervening in the collective decision-making behaviors in social and engineering networks.
关键词	Collective decision-making complex networks cooperation mechanism networked game
DOI	10.1109/TAC.2016.2545106
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[61532020] ; National Natural Science Foundation of China[61503130] ; National Natural Science Foundation of China[11472290] ; Fundamental Research Funds for the Central Universities ; China Postdoctoral Science Foundation ; China Scholarship Council
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000389891100038
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/24260
专题	系统科学研究所
通讯作者	Tan, Shaolin
作者单位	1.Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Tan, Shaolin,Wang, Yaonan,Lu, Jinhu. Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2016,61(12):4118-4124.
APA	Tan, Shaolin,Wang, Yaonan,&Lu, Jinhu.(2016).Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,61(12),4118-4124.
MLA	Tan, Shaolin,et al."Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 61.12(2016):4118-4124.