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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.

Elitism in agent-based evolutionary multiobjective optimization