A Hybrid Differential Evolution Algorithm for Real World Problems. - Mokhtar Essaid; Lhassane Idoumghar; Julien Lepagnot; Mathieu Brévilliers; Daniel Fodorean (CEC, 2018)

A Hybrid Optimization Algorithm for Electric Motor Design. - Mokhtar Essaid; Lhassane Idoumghar; Julien Lepagnot; Mathieu Brévilliers; Daniel Fodorean (ICCS (2), 2018)

Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. - Mokhtar Essaid; Mathieu Brévilliers; Julien Lepagnot; Lhassane Idoumghar; Daniel Fodorean (CEC, 2019)

An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. - Mokhtar Essaid; Mathieu Brévilliers; Julien Lepagnot; Lhassane Idoumghar; Daniel Fodorean (ICTAI, 2019)

GPU parallelization strategies for metaheuristics: a survey. - Mokhtar Essaid; Lhassane Idoumghar; Julien Lepagnot; Mathieu Brévilliers (Int. J. Parallel Emergent Distributed Syst., 2019)

Design of hybrid metaheuristics for real-world continuous optimization problems. (Conception des métaheuristiques hybrides pour les problèmes d'optimisation continus et réels). - Mokhtar Essaid (2019)

Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems. - Claudia-Violeta Pop; Mokhtar Essaid; Lhassane Idoumghar; Daniel Fodorean (IEEE Access, 2021)

Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. - Muhammad Junaid Ali; Laurent Moalic; Mokhtar Essaid; Lhassane Idoumghar (EA, 2022)

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 (CEC, 2023)

Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. - Muhammad Junaid Ali; Laurent Moalic; Mokhtar Essaid; Lhassane Idoumghar (GECCO Companion, 2023)

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 (ICTAI, 2023)

Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. - Muhammad Sulaman; Mahmoud Golabi; Mokhtar Essaid; Mathieu Brévilliers; Julien Lepagnot; Lhassane Idoumghar (ICTAI, 2023)

Multi-surrogate assisted differential evolution for edge-based facility location problem. - Muhammad Sulaman; Mahmoud Golabi; Mokhtar Essaid; Mathieu Brévilliers; Julien Lepagnot; Lhassane Idoumghar (CoDIT, 2024)

Robust Neural Architecture Search Using Differential Evolution for Medical Images. - Muhammad Junaid Ali; Laurent Moalic; Mokhtar Essaid; Lhassane Idoumghar (EvoApplications@EvoStar, 2024)

Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. - Muhammad Junaid Ali; Laurent Moalic; Mokhtar Essaid; Lhassane Idoumghar (ICCS (2), 2024)

Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges. - Muhammad Sulaman; Mahmoud Golabi; Mokhtar Essaid; Julien Lepagnot; Mathieu Brévilliers; Lhassane Idoumghar (Comput. Ind. Eng., 2024)

A review of AutoML optimization techniques for medical image applications. - Muhammad Junaid Ali; Mokhtar Essaid; Laurent Moalic; Lhassane Idoumghar (Comput. Medical Imaging Graph., 2024)

Conv-ViT fusion for improved handwritten Arabic character classification. - Sarra Rouabhi; Abdennour Azerine; Redouane Tlemsani; Mokhtar Essaid; Lhassane Idoumghar (Signal Image Video Process., 2024)