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An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems

Abstract : The goal of this contribution is twofold: 1) Proposing a state of the art review on hybridization methods between MHs and ML; and 2) Introducing the concept of a novel approach focused on online learning in population-based MHs.
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https://hal-imt-atlantique.archives-ouvertes.fr/hal-02506178
Contributor : Bastien Pasdeloup <>
Submitted on : Thursday, March 12, 2020 - 10:52:08 AM
Last modification on : Wednesday, June 24, 2020 - 4:19:50 PM
Long-term archiving on: : Saturday, June 13, 2020 - 1:34:23 PM

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  • HAL Id : hal-02506178, version 1

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Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Romain Billot, Patrick Meyer. An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506178⟩

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