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Matrix Expression of Shapley Value in Graphical Cooperative Games

Yuanhua Wang, Fuad E. Alsaadi, Zheng Liu, Xiaomeng Wu and Xiyu Liu

Mathematical Problems in Engineering, 2020, vol. 2020, 1-8

Abstract:

This paper studies a class of cooperative games, called graphical cooperative games, where the internal topology of the coalition depends on a prescribed communication graph among players. First, using the semitensor product of matrices, the value function of graphical cooperative games can be expressed as a pseudo-Boolean function. Then, a simple matrix formula is provided to calculate the Shapley value of graphical cooperative games. Finally, some practical examples are presented to illustrate the application of graphical cooperative games in communication-based coalitions and establish the significance of the Shapley value in different communication networks.

Date: 2020
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnlmpe:2045654

DOI: 10.1155/2020/2045654

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