Suppr超能文献

确定性离散时间演化博弈动力学中的周期轨道:一种信息论视角。

Periodic orbits in deterministic discrete-time evolutionary game dynamics: An information-theoretic perspective.

作者信息

Bhattacharjee Sayak, Dubey Vikash Kumar, Mukhopadhyay Archan, Chakraborty Sagar

机构信息

Department of Physics, Indian Institute of Technology Kanpur, Uttar Pradesh 208016, India.

School of Computer Science, University of Birmingham, Birmingham B15 2TT, United Kingdom.

出版信息

Phys Rev E. 2023 Jun;107(6-1):064405. doi: 10.1103/PhysRevE.107.064405.

Abstract

Even though the existence of nonconvergent evolution of the states of populations in ecological and evolutionary contexts is an undeniable fact, insightful game-theoretic interpretations of such outcomes are scarce in the literature of evolutionary game theory. As a proof-of-concept, we tap into the information-theoretic concept of relative entropy in order to construct a game-theoretic interpretation for periodic orbits in a wide class of deterministic discrete-time evolutionary game dynamics, primarily investigating the two-player two-strategy case. Effectively, we present a consistent generalization of the evolutionarily stable strategy-the cornerstone of the evolutionary game theory-and aptly term the generalized concept "information stable orbit." The information stable orbit captures the essence of the evolutionarily stable strategy in that it compares the total payoff obtained against an evolving mutant with the total payoff that the mutant gets while playing against itself. Furthermore, we discuss the connection of the information stable orbit with the dynamical stability of the corresponding periodic orbit.

摘要

尽管在生态和进化背景下种群状态的非收敛进化的存在是一个不可否认的事实,但在进化博弈论的文献中,对这种结果富有洞察力的博弈论解释却很少见。作为一个概念验证,我们利用相对熵的信息论概念,以便为一类广泛的确定性离散时间进化博弈动力学中的周期轨道构建一种博弈论解释,主要研究两人两策略的情况。实际上,我们提出了进化稳定策略(进化博弈论的基石)的一种一致推广,并恰当地将这个广义概念称为“信息稳定轨道”。信息稳定轨道抓住了进化稳定策略的本质,因为它将与一个不断进化的突变体对抗所获得的总收益与该突变体与自身对抗时所获得的总收益进行比较。此外,我们讨论了信息稳定轨道与相应周期轨道的动态稳定性之间的联系。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验