Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach
文献类型：期刊论文
| 作者 | Tan, Shaolin1; Wang, Yaonan1; Lu, Jinhu2
|
| 刊名 | IEEE TRANSACTIONS ON AUTOMATIC CONTROL
 |
| 出版日期 | 2016-12-01 |
| 卷号 | 61期号:12页码:4118-4124 |
| 关键词 | Collective decision-making complex networks cooperation mechanism networked game |
| ISSN号 | 0018-9286 |
| DOI | 10.1109/TAC.2016.2545106 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000389891100038 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/24259]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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