DocumentCode
2748571
Title
Delayed Evolutionary Game Dynamics applied to Medium Access Control
Author
Tembine, Hamidou ; Altman, Eitan ; El-Azouzi, Rachid
Author_Institution
Avignon Univ., Avignon
fYear
2007
fDate
8-11 Oct. 2007
Firstpage
1
Lastpage
6
Abstract
A major contribution of biology to competitive decision making is the development of the discipline of evolutionary games. Its ESS (evolutionary stable strategy) equilibrium concept, well adapted to large populations of players, describes robustness against deviations of a whole fraction of the population (in contrast to Nash equilibrium that requires robustness against a single user´s deviation). The second appealing element of evolutionary games, the replicator dynamics, describes the evolution of strategies in time. Under suitable conditions, this (and some other) dynamics, converge to an ESS. In this paper we study the effect of slow time scale delays on the convergence of various dynamics. We apply this to an evolutionary game describing competition between mobile terminals over the access to a common channel.
Keywords
authorisation; computer networks; evolutionary computation; game theory; Nash equilibrium; competitive decision making; delay differential equation; delayed evolutionary game dynamics; evolutionary stable strategy equilibrium concept; medium access control; mobile terminals; multiple access game; replicator dynamics; slow time scale delays; Delay effects; Electronic switching systems; Evolution (biology); Game theory; Genetic mutations; Media Access Protocol; Nash equilibrium; Robustness; Stability; Symmetric matrices; delay differential equation; evolutionary stable strategy; multiple access game; replicator dynamic;
fLanguage
English
Publisher
ieee
Conference_Titel
Mobile Adhoc and Sensor Systems, 2007. MASS 2007. IEEE International Conference on
Conference_Location
Pisa
Print_ISBN
978-1-4244-1454-3
Electronic_ISBN
978-1-4244-1455-0
Type
conf
DOI
10.1109/MOBHOC.2007.4428684
Filename
4428684
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