Stability of networked evolutionary games with payoff perturbation

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS IET Control Theory and Applications Pub Date : 2024-09-06 DOI:10.1049/cth2.12741
Ziyun Wang, Xiaoyu Zhao, Shihua Fu
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Abstract

In networked evolutionary games (NEGs), some elements in the payoff matrix of players may change due to environmental factors. In this article, the stability of NEGs with payoff perturbation is studied using the semi-tensor product (STP) of matrices, and some new results are given. First, the perturbation of a column of the payoff matrix is considered, and a necessary and sufficient condition to ensure that the transition matrix of the profiles evolution dynamics to remain unchanged is provided. Second, the case that multiple columns of the game profile transition matrix are perturbed is investigated, and a necessary and sufficient condition for the stability of the NEGs is proposed. Finally, the validity of the results is illustrated by an example.

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具有报酬扰动的网络演化博弈的稳定性
在网络演化博弈(NEGs)中,博弈者报酬矩阵中的某些元素可能会因环境因素而发生变化。本文利用矩阵的半张量积(STP)研究了具有报酬扰动的 NEG 的稳定性,并给出了一些新结果。首先,考虑了报酬矩阵一列的扰动,并提供了确保轮廓演化动态过渡矩阵保持不变的必要条件和充分条件。其次,研究了博弈剖面过渡矩阵的多列被扰动的情况,并提出了一个必要且充分的条件来确保 NEGs 的稳定性。最后,通过一个例子说明了结果的有效性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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