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

Published & Under Review

1. 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”
• Published in Transportation Research Part E: Logistics and Transportation Review, 2024

2. 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

3. 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

4. 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

5. OCP Optimizes its Supply Chain for Africa

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

6. 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

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. 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
• Under Review

10. Design of Electric Vehicles Charging Station Network

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

Working Papers

11. The Stochastic Improved Primal Simplex

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

12. A Parallel Multi-Purpose Tuner for MIP Solvers

• Authors: Er Raqabi El Mehdi, Siwane Oussama, El Hallaoui Issmaïl and Beljadid Ahmed

(*: Equal Contribution)