Research Interests: Operations Research, Large-scale Optimization, Data Science, Machine Learning for Operations Research, Metaheuristics, Algorithm Configuration, Solvers

Published & Under Review

1. Incremental LNS Framework for Integrated Production, Inventory, and Vessel Scheduling: Application to a Global Supply Chain

• Authors: Er Raqabi El Mehdi, Himmich Ilyas, El Hachemi Nizar, El Hallaoui Issmaïl and Soumis François
• Deployed by our industry collaborator OCP Group, estimated impact of 5% in incremental turnover annually
• Part of the Project “OCP Optimizes its Supply Chain for Africa”
• Published in Omega, 2023

2. MPILS: An Automatic Tuner for MILP Solvers

• Authors: Himmich Ilyas∗, Er Raqabi El Mehdi∗, El Hachemi Nizar, El Hallaoui Issmaïl, Metrane Abdelmoutalib and Soumis François
• Deployed by our industry collaborator OCP Group, estimated impact of 5% in incremental turnover annually
• Part of the Project “OCP Optimizes its Supply Chain for Africa”
• Published in Computers & Operations Research, 2023

3. An Electric Vehicle Transitioning Framework for Public Fleet Planning

• Authors: Er Raqabi El Mehdi and Li Wenkai
• Published in Transportation Research Part D: Transport and Environment, 2023

4. OCP Optimizes its Supply Chain for Africa

• Authors: Er Raqabi El Mehdi, Beljadid Ahmed, Mohammed Ali Bennouna, Rania Bennouna, Latifa Boussaadi, Nizar El Hachemi, Issmail El Hallaoui, Michel Fender, Anouar Jamali, Nabil Si Hammou and François Soumis
• Deployed by our industry collaborator OCP Group, estimated impact of 5% in incremental turnover annually
• Finalist at the EURO Excellence in Practice Award 2024
• Finalist at the IFORS Prize for OR in Development 2023
• Major Revision in INFORMS Journal on Applied Analytics

5. The Primal Benders Decomposition

• Authors: Er Raqabi El Mehdi, El Hallaoui Issmaïl and Soumis François
• Part of the Project “OCP Optimizes its Supply Chain for Africa”
• Under Review

6. Towards Resilience: Primal Large-scale Re-optimization

• Authors: Er Raqabi El Mehdi, Wu Yong, El Hallaoui Issmaïl and Soumis François
• Part of the Project “OCP Optimizes its Supply Chain for Africa”
• Under Review

7. Combining Benders Decomposition and Column Generation for the Petrol Replenishment Problem with Inventory Management

• Authors: Bani Abderrahman, Er Raqabi El Mehdi, El Hallaoui Issmaïl and Corréa Ayoub Insa
• Under Review

8. The Petrol Station Replenishment Problem: A Case Study from West Africa

• Authors: Bani Abderrahman, Er Raqabi El Mehdi, El Hallaoui Issmaïl and Corréa Ayoub Insa
• Under Review

9. Design of Electric Vehicles Charging Station Network

• Authors: Er Raqabi El Mehdi
• Master’s Thesis, International University of Japan, 2019

Working Papers

10. An Efficient Decomposition Matheuristic for the Transient Stability Constrained Unit Commitment at Hydro-Quebec

• Authors: Er Raqabi El Mehdi, Bani Abderrahman, Morabit Mouad, Blondin Alexandre, Besner Alexandre, Fournier Julien and El Hallaoui Issmaïl

11. The Primal L-shaped Method using the Primal Simplex Decomposition

• Authors: Er Raqabi El Mehdi, El Fassi Mohamed, Leus Roel and El Hallaoui Issmaïl

(*: Equal Contribution)