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Métaheuristique hybride pour l'optimisation multi-objectif

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  • Can hybrid metaheuristics be used for multi-objective optimization?

    Over the last two decades, interest on hybrid metaheuristics has risen considerably in the field of multi-objective optimization (MOP). The best results found for many real-life or academic multi-objective optimization problems are obtained by hybrid algorithms.

  • How to solve multi-objective optimization problems?

    Three different types of combinations are considered in this paper to solve multi-objective optimization problems: Combining metaheuristics with (complementary) metaheuristics. Combining metaheuristics with exact methods from mathematical programming approaches. Combining metaheuristics with machine learning and data mining techniques. 1.

  • What are the best search algorithms for multi-objective optimization?

    The best results found for many real-life or academic multi-objective optimization problems are obtained by hybrid algorithms. Combinations of algorithms such as metaheuristics, mathematical programming and machine learning techniques have provided very powerful search algorithms.


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Métaheuristique hybride pour l'optimisation multi-objectif