Title
Fast Algorithms For Rank-1 Bimatrix Games
Abstract
The rank of a bimatrix game is the matrix rank of the sum of the two payoff matrices. This paper comprehensively analyzes games of rank one and shows the following: (1) For a game of rank r, the set of its Nash equilibria is the intersection of a generically one-dimensional set of equilibria of parameterized games of rank r - 1 with a hyperplane. (2) One equilibrium of a rank-1 game can be found in polynomial time. (3) All equilibria of a rank-1 game can be found by following a piecewise linear path. In contrast, such a path-following method finds only one equilibrium of a bimatrix game. (4) The number of equilibria of a rank-1 game may be exponential. (5) There is a homeomorphism between the space of bimatrix games and their equilibrium correspondence that preserves rank. It is a variation of the homeomorphism used for the concept of strategic stability of an equilibrium component.
Year
DOI
Venue
2018
10.1287/opre.2020.1981
OPERATIONS RESEARCH
Keywords
DocType
Volume
bimatrix game, Nash equilibrium, rank-1 game, polynomial-time algorithm, homeomorphism
Journal
69
Issue
ISSN
Citations 
2
0030-364X
0
PageRank 
References 
Authors
0.34
2
5
Name
Order
Citations
PageRank
Bharat Adsul1377.62
Jugal Garg28518.43
Ruta Mehta310423.11
Milind A. Sohoni410814.50
Bernhard von Stengel527538.51