Stability of multi-agent systems

Chli, Maria, de Wilde, Phillipe, Goossenaerts, Jan, Abramov, Vladimir, Szirbik, Nick, Correia, Luis, Mariano, Pedro and Ribeiro, Rita (2003). Stability of multi-agent systems. IN: UNSPECIFIED IEEE International Conference on Systems, Man, and Cybernetics: conference proceedings, 1 . IEEE.

Abstract

This work attempts to shed light to the fundamental concepts behind the stability of Multi-Agent Systems. We view the system as a discrete time Markov chain with a potentially unknown transitional probability distribution. The system will be considered to be stable when its state has converged to an equilibrium distribution. Faced with the non-trivial task of establishing the convergence to such a distribution, we propose a hypothesis testing approach according to which we test whether the convergence of a particular system metric has occurred. We describe some artificial multi-agent ecosystems that were developed and we present results based on these systems which confirm that this approach qualitatively agrees with our intuition.

Publication DOI: https://doi.org/10.1109/ICSMC.2003.1243872
Divisions: Engineering & Applied Sciences > Computer science
Engineering & Applied Sciences > Computer science research group
Additional Information: Copyright 2008 Elsevier B.V., All rights reserved.
Event Title: IEEE International Conference on Systems, Man and Cybernetics, 2003
Event Type: Other
Event Dates: 2003-10-05 - 2003-10-08
Full Text Link: http://ieeexplo ... rnumber=1243872
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2003
Authors: Chli, Maria ( 0000-0002-2840-4475)
de Wilde, Phillipe
Goossenaerts, Jan
Abramov, Vladimir
Szirbik, Nick
Correia, Luis
Mariano, Pedro
Ribeiro, Rita

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