Elitism in agent-based evolutionary multiobjective optimization

• Autores: Mariek Kisiel Dorohinicki, Leszek Siwik
• Localización: Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial, ISSN-e 1988-3064, ISSN 1137-3601, Vol. 9, Nº. 28, 2005 (Ejemplar dedicado a: Nuevas tendencias en Sistemas Multiagente y Soft Computing), págs. 41-48
• Idioma: español
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• Resumen

  • This work introduces a new evolutionary approach to solving the problems of multiobjective optimization. Novelty of the proposed method consists in the application of an evolutionary multi-agent system equipped with the mechanism(s) of elitism, instead of its 'classical' (non-elitist) version. In the paper the model of an elitist evolutionary multi-agent system is described together with its sample realization, and preliminary experimental results.