Maryam Karimi-Mamaghan

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 et al. · European Journal of Operational Research · 2021 · 436 citations · Full text

Computing, Computer Science, Algorithms +16

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 et al. · European Journal of Operational Research · 2022 · 128 citations

Computing, Computer Science, Industrial Engineering +14

Hub-and-spoke network design under congestion: A learning based metaheuristic

Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Amir Pirayesh et al. · Transportation Research Part E Logistics and Transportation Review · 2020 · 55 citations · Full text

Computing, Computer Science, Computer Systems +12

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

Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Payman Jula et al. · European Journal of Operational Research · 2020 · 38 citations

Natural Sciences, Industrial Engineering, Systems Engineering +14

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

Mehrdad Mohammadi, Stéphane Dauzère‐Pérès, Claude Yugma et al. · Computers & Operations Research · 2019 · 25 citations · Full text

Business, Industrial Engineering, Systems Engineering +15