Maryam Karimi Mamaghan

Orcid: 0000-0003-2889-5769

According to our database1, Maryam Karimi Mamaghan authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Dynamic operator management in meta-heuristics using reinforcement learning: an application to permutation flowshop scheduling problems.
CoRR, 2024

2023
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem.
Eur. J. Oper. Res., 2023

2022
Hybridizing metaheuristics with machine learning for combinatorial optimization : a taxonomy and learning to select operators. (Hybridation des métaheuristiques avec l'apprentissage automatique pour l'optimisation combinatoire : une taxonomie et apprendre à sélectionner des opérateurs).
PhD thesis, 2022

Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art.
Eur. J. Oper. Res., 2022

2021
Capacitated location routing problem with simultaneous pickup and delivery under the risk of disruption.
RAIRO Oper. Res., 2021

A Learning-Based Iterated Local Search Algorithm for Solving the Traveling Salesman Problem.
Proceedings of the Optimization and Learning - 4th International Conference, 2021

2020
A possibilistic closed-loop supply chain: pricing, advertising and remanufacturing optimization.
Neural Comput. Appl., 2020

A learning-based metaheuristic for a multi-objective agile inspection planning model under uncertainty.
Eur. J. Oper. Res., 2020

A queue-based aggregation approach for performance evaluation of a production system with an AMHS.
Comput. Oper. Res., 2020


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