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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2019 Issue 4, Pages 70–77 (Mi iipr190)

This article is cited in 1 paper

Multi-agent systems

Using of multi-agent system for solving agents group formation problem

A. S. Goryashchenko

Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow, Russia

Abstract: A problem of agents group formation in multi-agent systems is discussed in this paper. SPADE multi-agent system is chosen after evaluation of its performance and scalability for several hundreds of agents. Several approaches to agents group formation problem are discussed. A greedy algorithm for agents group formation is implemented using SPADE multi-agent system and its properties are studied. It is established that SPADE multi-agent system characteristics are sufficient for implementation of more complex algorithms for agents group formation. Ways to incorporate cognitive agents with sign world model in developed system are proposed.

Keywords: agents and multi-agent systems, SPADE multi-agent system, agent group formation.

DOI: 10.14357/20718594190408



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