Selfishness Need Not Be Bad

• 成果类型: Article
• 署名作者: Wu, Zijun; Moehring, Rolf H.; Chen, Yanyan; Xu, Dachuan
• 署名单位: Hefei University; Technical University of Berlin; Beijing University of Technology; Beijing University of Technology
• 刊物名称: OPERATIONS RESEARCH
• ISSN/ISSBN: 0030-364X
• DOI: 10.1287/opre.2020.2036
• 发表日期: 2021
• 页码: 410-435
• 关键词: price of anarchy; routing game; User Behavior; selfish routing; nonatomic congestion game; static traffic

摘要

We investigate the price of anarchy (PoA) in nonatomic congestion games when the total demand T gets very large. First results in this direction have recently been obtained by Colini-Baldeschi et al. (2016, 2017, 2020) for routing games and show that the PoA converges to one when the growth of the total demand T satisfies certain regularity conditions. We extend their results by developing a new framework for the limit analysis of the PoA that offers strong techniques such as the limit of games and applies to arbitrary growth patterns of T. We show that the PoA converges to one in the limit game regardless of the type of growth of T for a large class of cost functions that contains all polynomials and all regularly varying functions. For routing games with Bureau of Public Road (BPR) cost functions, we show in addition that socially optimal strategy profiles converge to equilibria in the limit game and that the PoA converges to one at a power law with exponent beta, where beta > 0 is the degree of the BPR functions. However, the precise convergence rate depends crucially on the the growth of T, which shows that a conjecture proposed by O'Hare et al. (2016) need not hold.