Mokhtar Essaid

Université de Haute-Alsace — France

Computer Science · Physical Sciences

5h-index91citations20works4.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Metaheuristic Optimization Algorithms Research(8), Evolutionary Algorithms and Applications(5), Vehicle Routing Optimization Methods(4), Advanced Multi-Objective Optimization Algorithms(4), Facility Location and Emergency Management(4)

Publications20 total

A Novel Approach to Enhance LoRaWAN Performances Based on Optimization Algorithms
2025
A review of AutoML optimization techniques for medical image applications
Computerized Medical Imaging and Graphics·2024· 10 citedOpen Access
Multi-surrogate assisted differential evolution for edge-based facility location problem
2024Open Access
Conv-ViT fusion for improved handwritten Arabic character classification
Signal Image and Video Processing·2024· 7 cited
Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges
Computers & Industrial Engineering·2024· 8 citedOpen Access
Robust Neural Architecture Search Using Differential Evolution for Medical Images
Lecture notes in computer science·2024Open Access
Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification
Lecture notes in computer science·2024· 3 citedOpen Access
Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem
2023Open Access
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge
2023
Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification
2023· 2 citedOpen Access
Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges
2023· 3 cited
Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme
Lecture notes in computer science·2023· 1 cited
Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems
IEEE Access·2021· 7 citedOpen Access
Design of hybrid metaheuristics for real-world continuous optimization problems
theses.fr (ABES)·2019Open Access
Design of hybrid parallel metaheuristics
2019
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design
2019· 1 cited
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems
2019
A Hybrid Differential Evolution Algorithm for Real World Problems
2018· 4 cited
GPU parallelization strategies for metaheuristics: a survey
International Journal of Parallel Emergent and Distributed Systems·2018· 44 citedOpen Access
A Hybrid Optimization Algorithm for Electric Motor Design
Lecture notes in computer science·2018· 1 citedOpen Access

Frequent Co-authors

Lhassane Idoumghar(18), Julien Lepagnot(9), Mathieu Brévilliers(8), Mahmoud Golabi(6), Muhammad Junaid Ali(5), Laurent Moalic(5), Daniel Fodorean(4), Muhammad Sulaman(2), Abdennour Azerine(2), Muhammad Sulaman(2), Claudia Violeta Pop(1), Sarra Rouabhi(1), Redouane Tlemsani(1), Daniel Foderean(1), Yassine Latreche(1), Ismail Bennis(1)