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Machine Learning at the service of Meta-heuristics for solving Combinatorial Optimization Problems: A state-of-the-art

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Patrick Meyer , Amir Mohammad Karimi-Mamaghan , El-Ghazali Talbi et al.
European Journal of Operational Research, 2021, ⟨10.1016/j.ejor.2021.04.032⟩
Journal articles hal-03231097v1

Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Bastien Pasdeloup , Patrick Meyer
European Journal of Operational Research, 2022, ⟨10.1016/j.ejor.2022.03.054⟩
Journal articles hal-03723715v1
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An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Bastien Pasdeloup , Romain Billot , Patrick Meyer et al.
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Conference papers hal-02506178v1
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Autoencoder-based generation of individuals in population-based metaheuristics

Bastien Pasdeloup , Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Patrick Meyer
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Conference papers hal-02506195v1

A queue-based aggregation approach for performance evaluation of a production system with an AMHS

Mehrdad Mohammadi , Stéphane Dauzère-Pérès , Claude Yugma , Maryam Karimi-Mamaghan
Computers and Operations Research, 2020, 115, pp.104838. ⟨10.1016/j.cor.2019.104838⟩
Journal articles hal-02448691v1

A learning-based metaheuristic for a multi-objective agile inspection planning model under uncertainty

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Payman Jula , Amir Pirayesh , Hadi Ahmadi et al.
European Journal of Operational Research, 2020, 285 (2), ⟨10.1016/j.ejor.2020.01.061⟩
Journal articles hal-02480594v1
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Joint modeling of individual socio-professional trajectory and overall or cause-specific survival

Maryam Karimi
Applications [stat.AP]. Université Paris-Saclay, 2016. English. ⟨NNT : 2016SACLS120⟩
Theses tel-01533993v1

A reinforcement learning-based operator selection in iterated local search for solving scheduling problems

Maryam Karimi-Mamaghan , Patrick Meyer , Mehrdad Mohammadi , Bastien Pasdeloup
EURO 2021: 31st European Conference on Operational Research, Jul 2021, Athens, Greece
Conference papers hal-03385603v1
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Age-specific functional response and predation capacity of Phytoseiulus persimilis (Phytoseiidae) on the two-spotted spider mite

Yaghoub Fathipour , Maryam Karimi , Azadeh Farazmand , Asghar Talebi Ali
Acarologia, 2017, 58 (1), pp.31-40. ⟨10.24349/acarologia/20184425⟩
Journal articles hal-01670436v1

Socioprofessional trajectories and mortality in France, 1976?2002: a longitudinal follow-up of administrative data

Maryam Karimi , Béatrice Geoffroy-Perez , Aurélie Fouquet , Aurélien Latouche , Grégoire Rey et al.
J Epidemiol Community Health, 2014
Journal articles hal-01126502v1

Allostatic Load and Subsequent All-Cause Mortality: Which Biological Markers Drive the Relationship? Findings from a UK Birth Cohort

Raphaele Castagné , Valérie Garès , Maryam Karimi , Paolo Vineis , Cyrille Delpierre et al.
European Journal of Epidemiology, 2018, ⟨10.1007/s10654-018-0364-1⟩
Journal articles hal-01905945v1
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Hub-and-spoke network design under congestion: A learning based metaheuristic

Maryam Karimi-Mamaghan , Mehrdad Mohammadi , Amir Pirayesh , Amir Mohammad Karimi-Mamaghan , Hassan Irani et al.
Transportation Research Part E: Logistics and Transportation Review, 2020, 142, pp.102069. ⟨10.1016/j.tre.2020.102069⟩
Journal articles hal-03212162v1

A Learning-Based Iterated Local Search Algorithm for Solving the Traveling Salesman Problem

Maryam Karimi-Mamaghan , Bastien Pasdeloup , Mehrdad Mohammadi , Patrick Meyer
OLA2021: Optimization and Learning, Jun 2021, Catania (online), Italy. pp.45-61, ⟨10.1007/978-3-030-85672-4_4⟩
Conference papers hal-03379777v1