PERT based approach to performance analysis of multi–agent systems

Authors:
Tomasz Babczyński;Jan Magott
Affiliations:
Institute of Computer Engineering, Control and Robotics, Wrocław University of Technology, Poland;Institute of Computer Engineering, Control and Robotics, Wrocław University of Technology, Poland
Venue:
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Year:
2006

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Abstract

The following analytical approaches: queuing network models, stochastic timed Petri nets, stochastic process algebra, Markov chains are used in performance eevaluation of multi–agent systems. In this paper, new approach which is based on PERT networks is proposed. This approach is applied in performance evaluation of layered multi–agent system. These layers are associated with the following types of agents: manager, bidder, and searcher ones. Our method is based on approximation using Erlang distribution. Accuracy of our approximation method is verified using simulation experiments.