| 2025 | CoDIT | A Novel Approach to Enhance LoRaWAN Performances Based on Optimization Algorithms. | Yassine Latreche, Mokhtar Essaid, Mahmoud Golabi, Ismail Bennis, Lhassane Idoumghar |
| 2024 | CoDIT | Multi-surrogate assisted differential evolution for edge-based facility location problem. | Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brvilliers, Julien Lepagnot, Lhassane Idoumghar |
| 2024 | ICCS | Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. | Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar |
| 2023 | CEC | Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges. | Mahmoud Golabi, Mokhtar Essaid, Muhammad Sulaman, Lhassane Idoumghar |
| 2023 | GECCO | Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. | Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar |
| 2023 | ICTAI | Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge. | Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar |
| 2023 | ICTAI | Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. | Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brvilliers, Julien Lepagnot, Lhassane Idoumghar |
| 2019 | CEC | Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. | Mokhtar Essaid, Mathieu Brvilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean |
| 2019 | ICTAI | An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. | Mokhtar Essaid, Mathieu Brvilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean |
| 2018 | CEC | A Hybrid Differential Evolution Algorithm for Real World Problems. | Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brvilliers, Daniel Fodorean |
| 2018 | ICCS | A Hybrid Optimization Algorithm for Electric Motor Design. | Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brvilliers, Daniel Fodorean |