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Nonatomic aggregative games with infinitely many types

Authors :
Paulin Jacquot
Cheng Wan
Centre de Mathématiques Appliquées - Ecole Polytechnique (CMAP)
École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)
TROPICAL (TROPICAL)
École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Optimisation, Simulation, Risque et Statistiques pour les Marchés de l’Energie (EDF R&D OSIRIS)
EDF R&D (EDF R&D)
EDF (EDF)-EDF (EDF)
Source :
European Journal of Operational Research. 301:1149-1165
Publication Year :
2022
Publisher :
Elsevier BV, 2022.

Abstract

We define and analyze the notion of variational Wardrop equilibrium for nonatomic aggregative games with an infinity of players types. These equilibria are characterized through an infinite-dimensional variational inequality. We show, under monotonicity conditions, a convergence theorem enables to approximate such an equilibrium with arbitrary precision. To this end, we introduce a sequence of nonatomic games with a finite number of players types, which approximates the initial game. We show the existence of a symmetric Wardrop equilibrium in each of these games. We prove that those symmetric equilibria converge to an equilibrium of the infinite game, and that they can be computed as solutions of finite-dimensional variational inequalities. The model is illustrated through an example from smart grids: the description of a large population of electricity consumers by a parametric distribution gives a nonatomic game with an infinity of different players types, with actions subject to coupling constraints.<br />arXiv admin note: substantial text overlap with arXiv:1806.06230

Details

ISSN :
03772217
Volume :
301
Database :
OpenAIRE
Journal :
European Journal of Operational Research
Accession number :
edsair.doi.dedup.....ab8473d92c6607f6e90ac7ff30114f5c