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5

Dr. Bastien Pasdeloup


Mehrdad Mohammadi   

Journal articles1 document

  • Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Patrick Meyer. Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem. European Journal of Operational Research, Elsevier, 2022, ⟨10.1016/j.ejor.2022.03.054⟩. ⟨hal-03723715⟩

Conference papers4 documents

  • Maryam Karimi-Mamaghan, Bastien Pasdeloup, Mehrdad Mohammadi, Patrick Meyer. A Learning-Based Iterated Local Search Algorithm for Solving the Traveling Salesman Problem. OLA2021: Optimization and Learning, Jun 2021, Catania (online), Italy. pp.45-61, ⟨10.1007/978-3-030-85672-4_4⟩. ⟨hal-03379777⟩
  • Maryam Karimi-Mamaghan, Patrick Meyer, Mehrdad Mohammadi, Bastien Pasdeloup. A reinforcement learning-based operator selection in iterated local search for solving scheduling problems. EURO 2021: 31st European Conference on Operational Research, Jul 2021, Athens, Greece. ⟨hal-03385603⟩
  • 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⟩
  • Bastien Pasdeloup, Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Patrick Meyer. Autoencoder-based generation of individuals in population-based metaheuristics. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506195⟩