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Mixed Strategist Dynamics Application to Electrical Vehicle Distributed Load Scheduling

Authors :
Ovalle-Villamil, Andres
Hably, Ahmad
Bacha, Seddik
Pirsan, Maria Vanina
Laboratoire de Génie Electrique de Grenoble (G2ELab)
Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS)-Institut Polytechnique de Grenoble - Grenoble Institute of Technology-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
GIPSA - Systèmes non linéaires et complexité (GIPSA-SYSCO)
Département Automatique (GIPSA-DA)
Grenoble Images Parole Signal Automatique (GIPSA-lab)
Centre National de la Recherche Scientifique (CNRS)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Université Joseph Fourier - Grenoble 1 (UJF)-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Stendhal - Grenoble 3-Centre National de la Recherche Scientifique (CNRS)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Université Joseph Fourier - Grenoble 1 (UJF)-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Stendhal - Grenoble 3-Grenoble Images Parole Signal Automatique (GIPSA-lab)
Centre National de la Recherche Scientifique (CNRS)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Université Joseph Fourier - Grenoble 1 (UJF)-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Stendhal - Grenoble 3-Centre National de la Recherche Scientifique (CNRS)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Université Joseph Fourier - Grenoble 1 (UJF)-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Stendhal - Grenoble 3
ANR-13-PRGE-0007,PARADISE,PhotovoltAïque intégRé au réseAu électrique avec stockage DIStribuE(2013)
Hably, Ahmad
Production Renouvelable et Gestion de l'Electricité - PhotovoltAïque intégRé au réseAu électrique avec stockage DIStribuE - - PARADISE2013 - ANR-13-PRGE-0007 - PROGELEC - VALID
Source :
IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society, Nov 2015, Yokohama, Japan
Publication Year :
2015
Publisher :
HAL CCSD, 2015.

Abstract

International audience; In this paper, an application of evolutionary game dynamics is proposed in order to profit from the desirable features of mixed strategist dynamics in the solution of distributed resource allocation problems. The key idea of this approach is to define mixed strategies that represent the vertices of the convex hull of the set of feasible solutions defined by the constraints of the local optimization problems. With this approach, the dynamics of the state vector is restricted to a subset of the simplex. Details of the defintion of appropriate mixed strategies, payoff functions, and the multi-population modeling followed for this problem are provided.

Details

Language :
English
Database :
OpenAIRE
Journal :
IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society, Nov 2015, Yokohama, Japan
Accession number :
edsair.dedup.wf.001..b2eca4d37694e608de13b5b9a8d3dc51