A study of constructing multi agents systems using by genetic algorithms.

Abstract

In this paper, we report the construction method of multi-agent system by using genetic algorithms. We construct the multi-agent system applying for the problem of capturing moving objects by genetic algorithms. Then we consider the following two themes: 1) the determination of rewards for agents, 2) the construction of simple multi-agent system using two kinds of agents. From the result of simulations, we discuss the conditions to construct multi-agent system and the method to construct a simpler multi-agent system.