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Continuous-time integral dynamics for Aggregative Game equilibrium seeking

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arxiv 1803.10448 v1 pith:TW5PQYU3 submitted 2018-03-28 math.OC cs.GTcs.SYeess.SY

Continuous-time integral dynamics for Aggregative Game equilibrium seeking

classification math.OC cs.GTcs.SYeess.SY
keywords aggregativedynamicsequilibriumcontinuous-timeconvergencegamesglobalintegral
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In this paper, we consider continuous-time semi-decentralized dynamics for the equilibrium computation in a class of aggregative games. Specifically, we propose a scheme where decentralized projected-gradient dynamics are driven by an integral control law. To prove global exponential convergence of the proposed dynamics to an aggregative equilibrium, we adopt a quadratic Lyapunov function argument. We derive a sufficient condition for global convergence that we position within the recent literature on aggregative games, and in particular we show that it improves on established results.

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