Mokhtar Essaid

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Convolutional Neural Networks

Facility Location

Differential Evolution

Genetic Algorithm

Top Venues

Publications

Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Julien Lepagnot, Mathieu Brévilliers, Lhassane Idoumghar
Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges. Comput. Ind. Eng. 188 (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) (2024)
Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge. ICTAI (2023)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. GECCO Companion (2023)
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. ICTAI (2023)
Mahmoud Golabi, Mokhtar Essaid, Muhammad Sulaman, Lhassane Idoumghar
Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges. CEC (2023)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. EA (2022)
Claudia-Violeta Pop, Mokhtar Essaid, Lhassane Idoumghar, Daniel Fodorean
Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems. IEEE Access 9 (2021)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI (2019)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. 34 (5) (2019)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC (2019)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Differential Evolution Algorithm for Real World Problems. CEC (2018)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) (2018)