Complexity of stability-based solution concepts in multi-issue and MC-net cooperative games

MC-nets constitute a natural compact representation scheme for cooperative games in multiagent systems. In this paper, we study the complexity of several natural computational problems that concern solution concepts such as the core, the least core and the nucleolus. We characterize the complexity of these problems for a variety of subclasses of MC-nets, also considering constraints on the game such as superadditivity (where appropriate). Many of our hardness results are derived from a hardness result that we establish for a class of multi-issue cooperative games (SILT games); we suspect that this hardness result can also be used to prove hardness for other representation schemes.

[1]  Luigi Palopoli,et al.  On the Complexity of the Core over Coalition Structures , 2011, IJCAI.

[2]  Michael Wooldridge,et al.  Computational Aspects of Cooperative Game Theory , 2011, KES-AMSTA.

[3]  Lloyd S. Shapley,et al.  On balanced sets and cores , 1967 .

[4]  Yann Chevaleyre,et al.  Representing Utility Functions via Weighted Goals , 2009, Math. Log. Q..

[5]  Yoav Shoham,et al.  Marginal contribution nets: a compact representation scheme for coalitional games , 2005, EC '05.

[6]  L. S. Shapley,et al.  17. A Value for n-Person Games , 1953 .

[7]  Xiaotie Deng,et al.  On the Complexity of Cooperative Solution Concepts , 1994, Math. Oper. Res..

[8]  Michael Wooldridge,et al.  A Tractable and Expressive Class of Marginal Contribution Nets and Its Applications , 2008, Math. Log. Q..

[9]  Luigi Palopoli,et al.  Infeasibility Certificates and the Complexity of the Core in Coalitional Games , 2007, IJCAI.

[10]  D. Schmeidler The Nucleolus of a Characteristic Function Game , 1969 .

[11]  Morton D. Davis,et al.  The kernel of a cooperative game , 1965 .

[12]  Yvonne Neudorf,et al.  The Cooperative Game Theory Of Networks And Hierarchies , 2016 .

[13]  Luigi Palopoli,et al.  On the complexity of core, kernel, and bargaining set , 2008, Artif. Intell..

[14]  R. E. Bellman,et al.  Review: Eugene L. Lawler, Combinatorial optimization: networks and matroids , 1978 .

[15]  Robert P. Gilles The Cooperative Game Theory of Networks and Hierarchies , 2010 .

[16]  Vincent Conitzer,et al.  Complexity of constructing solutions in the core based on synergies among coalitions , 2006, Artif. Intell..

[17]  Alain Chateauneuf,et al.  Some Characterizations of Lower Probabilities and Other Monotone Capacities through the use of Möbius Inversion , 1989, Classic Works of the Dempster-Shafer Theory of Belief Functions.

[18]  L. S. Shapley,et al.  Geometric Properties of the Kernel, Nucleolus, and Related Solution Concepts , 1979, Math. Oper. Res..

[19]  Vincent Conitzer,et al.  Computing Shapley Values, Manipulating Value Division Schemes, and Checking Core Membership in Multi-Issue Domains , 2004, AAAI.

[20]  Jeroen Kuipers,et al.  On the computation of the nucleolus of a cooperative game , 2001, Int. J. Game Theory.