基于涡旋搜索算法的策略博弈纳什均衡检测

Sepideh Khajeh Haghverdi, H. Sajedi, Sahamedin Bahrami Nasab
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引用次数: 0

摘要

纳什均衡是博弈论中的一个基本概念,也是社会科学中最广泛使用的预测战略互动结果的方法。检测策略博弈的纳什均衡不是一件容易的工作,这是因为可行结果的连续域,这意味着存在无限的可行结果。因此,通过非启发式算法找到正确的结果似乎是不可能的。在本文中,我们的目标是通过计算非负成本函数的全局最小值来检测纳什均衡。在这方面,我们采用了最近提出的元启发式算法,旋涡搜索(VS),以达到这一目标。为了评估所提出的方法,考虑了几个著名的策略博弈,并证明了结果和算法的有效性。
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Detecting Nash equilibria of strategic games by Vortex Search algorithm
Nash equilibrium is a fundamental concept in the theory of games and the most widely used methods of predicting the outcome of a strategic interaction in the social sciences. Detecting Nash equilibria of a strategic game is not an easy work, and this is because of the continues domain of feasible results, which means there is infinite feasible results. Therefore, finding correct results by non-heuristic algorithms seems impossible. In this article, our aim is detecting Nash equilibrium by computing the global minimum of a non-negative cost function. In this regard, we employ a recently proposed metaheuristic algorithm, the Vortex Search (VS), to reach this goal. For evaluating the proposed method, several well-known strategic games are considered and the results and the algorithm efficiency are demonstrated.
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