Abstract:
In this paper, we propose a novel method for designing a synchronous strategy updating rule to guarantee the almost sure convergence of a Nash equilibrium in evolutionary...View moreMetadata
Abstract:
In this paper, we propose a novel method for designing a synchronous strategy updating rule to guarantee the almost sure convergence of a Nash equilibrium in evolutionary congestion games. Different from much literature in which the full information of the game is used, in this paper, the information obtained by each player only contains the resource allocation of the last play which is sufficient to guarantee the convergence. The main idea is embedding the player’s time-varying inertia factor in the traditional myopic best response adjustment rule to improve the evolutionary dynamic. The developed theoretical results are simulated by solving a routing problem.
Published in: 2022 IEEE 61st Conference on Decision and Control (CDC)
Date of Conference: 06-09 December 2022
Date Added to IEEE Xplore: 10 January 2023
ISBN Information: