文章基本信息

标题：Distributed Nash Equilibrium Seeking via the Alternating Direction Method of Multipliers
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作者：Farzad Salehisadaghiani ; Lacra Pavel
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2017
卷号：50
期号：1
页码：6166-6171
DOI：10.1016/j.ifacol.2017.08.983
语种：English
出版社：Elsevier
摘要：AbstractIn this paper, the problem of finding a Nash equilibrium (NE) of a multi-player game is considered. The players are only aware of their own cost functions as well as the action space of all players. We develop a relatively fast algorithm within the framework of inexact-ADMM. It requires a communication graph for the information exchange between the players as well as a few mild assumptions on cost functions. The convergence proof of the algorithm to an NE of the game is then provided. Moreover, the convergence rate is investigated via simulations.
关键词：KeywordsNash gamesGame theoryDistributed control,