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Network Design in the Presence of a Link Jammer: a Zero-Sum Game Formulation

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Abstract This paper considers the problem of designing a Network such that a set of dynamic rules converges as fast as possible to the Nash equilibrium in a class of… Click to show full abstract

Abstract This paper considers the problem of designing a Network such that a set of dynamic rules converges as fast as possible to the Nash equilibrium in a class of repeated games, despite the attempt of a jammer to slow down the convergence by cutting a certain number of edges. Particularly we consider a class of quadratic games, motivated by the demand response problem in electricity markets. For a given network structure, a set of dynamic rules, based on approximate gradient decent is described. The convergence speed depends on the graph through a matrix which in turn depends on the graph Laplacian. The network design problem is formulated as a zero sum game between a network designer aiming to improve the convergence speed and a jammer who tries to deteriorate it. Simple heuristics for the designer and the jammer problems are proposed and a numerical example is presented.

Keywords: network; sum game; zero sum; network design; jammer

Journal Title: IFAC-PapersOnLine
Year Published: 2017

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