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research article

Nash and Wardrop Equilibria in Aggregative Games With Coupling Constraints

Paccagnan, Dario
•
Gentile, Basilio
•
Parise, Francesca
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April 2019
IEEE Transactions on Automatic Control

We consider the framework of aggregative games, in which the cost function of each agent depends on his own strategy and on the average population strategy. As first contribution, we investigate the relations between the concepts of Nash and Wardrop equilibria. By exploiting a characterization of the two equilibria as solutions of variational inequalities, we bound their distance with a decreasing function of the population size. As second contribution, we propose two decentralized algorithms that converge to such equilibria and are capable of coping with constraints coupling the strategies of different agents. Finally, we study the applications of charging of electric vehicles and of route choice on a road network.

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Type
research article
DOI
10.1109/TAC.2018.2849946
Author(s)
Paccagnan, Dario
Gentile, Basilio
Parise, Francesca
Kamgarpour, Maryam  
Lygeros, John
Date Issued

2019-04

Published in
IEEE Transactions on Automatic Control
Volume

64

Issue

4

Start page

1373

End page

1388

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
SYCAMORE  
Available on Infoscience
December 1, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/183331
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