EVOLUTIONARY DYNAMICS IN DISCRETE TIME FOR THE PERTURBED POSITIVE DEFINITE REPLICATOR EQUATION

A. Albrecht, Konstantin Avrachenkov, P. Howlett, Geetika Verma
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引用次数: 2

Abstract

Abstract The population dynamics for the replicator equation has been well studied in continuous time, but there is less work that explicitly considers the evolution in discrete time. The discrete-time dynamics can often be justified indirectly by establishing the relevant evolutionary dynamics for the corresponding continuous-time system, and then appealing to an appropriate approximation property. In this paper we study the discrete-time system directly, and establish basic stability results for the evolution of a population defined by a positive definite system matrix, where the population is disrupted by random perturbations to the genotype distribution either through migration or mutation, in each successive generation.
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微扰正定复制方程的离散时间演化动力学
复制因子方程在连续时间条件下的种群动力学已经得到了很好的研究,但明确考虑离散时间条件下的种群演化的研究较少。离散时间动力学通常可以通过为相应的连续时间系统建立相关的演化动力学来间接证明,然后诉诸适当的近似性质。本文直接研究了离散时间系统,建立了由正定系统矩阵定义的种群进化的基本稳定性结果,其中种群在每一代中由于迁移或突变对基因型分布的随机扰动而中断。
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