Activity selection games and the minimum-cut problem

The connection between the minimum-cut problem in a capacitated network and certain combinatorial problems is well-known. This article presents and analyzes a selection problem in the context of a cooperative game, with emphasis on the key role of associated minimum-cut problems. Each coalition selects economic activities from private activities available to its members and public activities available to all coalitions. For each coalition, a minimum-cut problem finds an optimal selection and the value of the characteristic function. The game is a convex game. Applying the Greedy Algorithm involves solving n minimum-cut problems, where n is the number of players. The solution of n minimum-cut problem determines whether a proposed payoff vector is in the core. An optimal selection of activities varies monotonically with the coalition membership and with the value of each activity. The Shapley value and each extreme point of the core vary monotonically with the value of each activity.

[1]  J. Picard Maximal Closure of a Graph and Applications to Combinatorial Problems , 1976 .

[2]  H. Donald Ratliff,et al.  A Graph-Theoretic Equivalence for Integer Programs , 1973, Oper. Res..

[3]  Lloyd S. Shapley,et al.  On network flow functions , 1961 .

[4]  P. L. Ivanescu Some Network Flow Problems Solved with Pseudo-Boolean Programming , 1965 .

[5]  L. Shapley Cores of convex games , 1971 .

[6]  H. D. Ratliff,et al.  Minimum cuts and related problems , 1975, Networks.

[7]  D. Sleator An 0 (nm log n) algorithm for maximum network flow , 1980 .

[8]  D. R. Fulkerson,et al.  Flows in Networks. , 1964 .

[9]  S. N. Maheshwari,et al.  An O(|V|³) Algorithm for Finding Maximum Flows in Networks , 1978, Inf. Process. Lett..

[10]  J. Rhys A Selection Problem of Shared Fixed Costs and Network Flows , 1970 .

[11]  D. J. A. Welsh,et al.  A greedy algorithm for solving a certain class of linear programmes , 1973, Math. Program..

[12]  H. Donald Ratliff,et al.  A cut approach to a class of quadratic integer programming problems , 1980, Networks.

[13]  Robert E. Tarjan,et al.  A data structure for dynamic trees , 1981, STOC '81.

[14]  Eitan Zemel,et al.  Totally Balanced Games and Games of Flow , 1982, Math. Oper. Res..

[15]  N. Z. Shor Convergence rate of the gradient descent method with dilatation of the space , 1970 .

[16]  Richard M. Karp,et al.  Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems , 1972, Combinatorial Optimization.

[17]  M. Balinski Notes—On a Selection Problem , 1970 .

[18]  H. Whitney On the Abstract Properties of Linear Dependence , 1935 .

[19]  Donald M. Topkis,et al.  Minimizing a Submodular Function on a Lattice , 1978, Oper. Res..

[20]  Martin Grötschel,et al.  The ellipsoid method and its consequences in combinatorial optimization , 1981, Comb..

[21]  H. D. Ratliff,et al.  A Cut Approach to the Rectilinear Distance Facility Location Problem , 1978, Oper. Res..

[22]  D. M. Topkis Equilibrium Points in Nonzero-Sum n-Person Submodular Games , 1979 .

[23]  Tatsuro Ichiishi,et al.  Super-modularity: Applications to convex games and to the greedy algorithm for LP , 1981 .