Flows and Decompositions of Games: Harmonic and Potential Games

  • Authors:

  • Ozan Candogan;Ishai Menache;Asuman Ozdaglar;Pablo A. Parrilo

  • Affiliations:

  • Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, Massachusetts 02139;Microsoft Research New England, Cambridge, Massachusetts 02139;Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, Massachusetts 02139;Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, Massachusetts 02139

  • Venue:
  • Mathematics of Operations Research
  • Year:
  • 2011

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Abstract

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.