Stochastic Model of Evolutionary and Immunological Multi-Agent Systems: Mutually Exclusive Actions

Article type: Research Article

Authors: Byrski, Aleksander | Schaefer, Robert

Affiliations: Department of Computer Science AGH University of Science and Technology Al. Mickiewicza 30, 30-059 Kraków, Poland. E-mail: {olekb,schaefer}@agh.edu.pl

Abstract: The mathematical model of the biologically inspired, memetic, agent-based computation systems EMAS and iEMAS conformed to BDI standard is presented. The state of the systems and their dynamics are expressed as stationary Markov chains. Such an approach allows to better understand their complex behavior as well as their limitations.

Keywords: Multi-agent systems, agent-based computation, stochastic modeling

DOI: 10.3233/FI-2009-150

Journal: Fundamenta Informaticae, vol. 95, no. 2-3, pp. 263-285, 2009