Evolutionary Games for Multiple Access Control: From Egoism to Altruism

Houssem Gaiech 1 Rachid El-Azouzi 1 Majed Haddad 1 Eitan Altman 2 Issam Mabrouki 3
1 LIA - Laboratoire Informatique d'Avignon
2 MAESTRO - Models for the performance analysis and the control of networks
CRISAM - Inria Sophia Antipolis - Méditerranée
3 ENSI - Ecole Nationale des sciences de l'informatique [Manouba]
Abstract : This paper studies multiple access games within a large population of mobiles decomposed into several groups. Mobiles interfere with each other through many local interactions. We assume that each mobile (or player) cooperates with its group by taking into account the performance of its group. We parameterize the degree of cooperation which allows to cover the fully non-cooperative behavior, the fully cooperative behavior, and even more, the fully altruistic behavior, all these as special cases of this parameters choice. In this context, we model and study such cases using the theory of evolutionary games which extend to cover this kind of behavior. We define and characterize the equilibrium (called Evolutionary Stable Strategy) for these games and establish the optimal level of cooperation that maximizes the probability of successful transmission and present some optimization issues. We also study the game dynamics both in its classical form and in presence of delays.
Keywords : Evolutionary games cooperative behavior Multiple access control replicator dynamics
Type de document :
Communication dans un congrès
7th International Conference on NETwork Games COntrol and OPtimization (NETGCOOP 2014), Oct 2014, Trento, Italy. 2014
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Dernière modification le : mardi 5 mars 2019 - 01:39:07
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Houssem Gaiech, Rachid El-Azouzi, Majed Haddad, Eitan Altman, Issam Mabrouki. Evolutionary Games for Multiple Access Control: From Egoism to Altruism. 7th International Conference on NETwork Games COntrol and OPtimization (NETGCOOP 2014), Oct 2014, Trento, Italy. 2014. 〈hal-01069086〉

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