Flows and Decompositions of Games: Harmonic and Potential Games

被引:120
作者
Candogan, Ozan [1 ]
Menache, Ishai [2 ]
Ozdaglar, Asuman [1 ]
Parrilo, Pablo A. [1 ]
机构
[1] MIT, LIDS, Cambridge, MA 02139 USA
[2] Microsoft Res New England, Cambridge, MA 02139 USA
基金
美国国家科学基金会;
关键词
decomposition of games; potential games; harmonic games; strategic equivalence; FICTITIOUS PLAY; CONVERGENCE; REPRESENTATION;
D O I
10.1287/moor.1110.0500
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we introduce a novel flow representation for finite games in strategic form. This representation allows us to develop a canonical direct sum decomposition of an arbitrary game into three components, which we refer to as the potential, harmonic, and nonstrategic components. We analyze natural classes of games that are induced by this decomposition, and in particular, focus on games with no harmonic component and games with no potential component. We show that the first class corresponds to the well-known potential games. We refer to the second class of games as harmonic games, and demonstrate that this new class has interesting properties which contrast with properties of potential games. Exploiting the decomposition framework, we obtain explicit expressions for the projections of games onto the subspaces of potential and harmonic games. This enables an extension of the equilibrium properties of potential and harmonic games to "nearby" games.
引用
收藏
页码:474 / 503
页数:30
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