The speed of convergence in congestion games under best-response dynamics - HAL-SHS - Sciences de l'Homme et de la Société
Article Dans Une Revue ACM Transactions on Algorithms Année : 2012

The speed of convergence in congestion games under best-response dynamics

Résumé

We investigate the speed of convergence of best response dynamics to approximately optimal solutions in congestion games with linear delay functions. In Ackermann et al. [2008] it has been shown that the convergence time of such dynamics to Nash equilibrium may be exponential in the number of players n. Motivated by such a negative result, we focus on the study of the states (not necessarily being equilibria) reached after a limited number of players' selfish moves, and we show that Θ(n log log n) best responses are necessary and sufficient to achieve states that approximate the optimal solution by a constant factor, under the assumption that every O(n) steps each player performs a constant (and nonnull) number of best responses. We show that such result is tight also for the simplest case of singleton congestion games.
Fichier non déposé

Dates et versions

halshs-02094392 , version 1 (09-04-2019)

Identifiants

Citer

Angelo Fanelli, Michele Flammini, Luca Moscardelli. The speed of convergence in congestion games under best-response dynamics. ACM Transactions on Algorithms, 2012, 8 (3), pp.1-15. ⟨10.1145/2229163.2229169⟩. ⟨halshs-02094392⟩
30 Consultations
0 Téléchargements

Altmetric

Partager

More