复制因子方程
正常形式游戏
进化博弈论
进化稳定策略
纳什均衡
博弈论
均衡选择
数理经济学
进化动力学
计算机科学
群(周期表)
随机博弈
重复博弈
数学优化
数学
人口
化学
人口学
有机化学
社会学
出处
期刊:IEEE Access
[Institute of Electrical and Electronics Engineers]
日期:2018-01-01
卷期号:6: 32064-32086
被引量:68
标识
DOI:10.1109/access.2018.2842469
摘要
This paper introduces new theoretical insights into Nash equilibrium-based asymptotic stability (NEAS) of two-group and three-group asymmetric evolutionary games in typical scenarios of electricity market (EM). EM competition has become a complex dynamic evolution process accomplished by more complex characteristics of market economy behavior. Replicator dynamics in evolutionary game theory, as well as Lyapunov stability theory, are employed to solve incomplete-information and bounded-rationality game issues in EM, so as to overcome theoretical demerits of classical game theory in solving multi-group games in EM. First, the NEAS of a unilateral two-group asymmetric evolutionary game (AEG) is investigated. Then, this is expanded to a complicated 2 × 2 × 2 trilateral multi-group AEG, and the NEAS of it under different game situations in EM is thoroughly discussed. Finally, a practical case study is conducted for verification. The case illustrates how the factors affect the payoff matrix which will change ultimate evolutionary stable state of the multi-group AEG in EM. One main finding demonstrates the complete dynamics behavior and multi-group evolutionary stable strategy (MESS) of the AEG system in 3-D mixed strategy space. The other one reveals that EM policies formulated by government and other factors can gradually influence the MESS via changing the payoff distribution matrix.
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