进化博弈模型中有限理性个体学习机制设计框架

Individual Learning Model in Evolutionary Game

进化博弈突破了传统博弈理论完全理性的限制,提出了一种动态分析方法,模型中的动态产生的根源就是个体的学习行为,因此学习机制的设计是分析进化博弈问题的基础。本文在划分决策过程的基础上提出学习机制的设计框架,并针对不同的决策阶段具体设计了不同的学习机制模型,为进一步研究进化博弈问题提供了理论依据。

Evolutionary game theory that breaks through the restriction of traditional game theory is a dynamic analytic method. The dynamics of evolutionary game theory root is the behavior of individual learning, thereby design of learning model is the basis of research in evolutionary game. Through an investigation of individual decision-making process in evolutionary game model, the process is partitioned into two phases and the individual learning frame is designed. Finally, several learning models for different processes are described in detail.