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Fine tuning of agent-based evolutionary computing

Mizera Michal, Nowotarski Pawel, Byrski Aleksander, Kisiel-Dorohinicki Marek

Journal of Artificial Intelligence and Soft Computing Research

2019

Vol. 9, No. 2

81--97

Evolutionary Multi-agent System introduced by late Krzysztof Cetnarowicz and developed further at the AGH University of Science and Technology became a reliable optimization system, both proven experimentally and theoretically. This paper follows a work of Byrski further testing and analyzing the efficacy of this metaheuristic based on popular, high-dimensional benchmark functions. The contents of this paper will be useful for anybody willing to apply this computing algorithm to continuous and not only optimization.