El‐Ghazali Talbi

Université de Lille — France

Computer Science · Physical Sciences

23h-index2.6kcitations223works0.52yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(37), Advanced Multi-Objective Optimization Algorithms(35), Evolutionary Algorithms and Applications(26), Vehicle Routing Optimization Methods(24), Distributed and Parallel Computing Systems(24)

Publications223 total

Enhancing Generalization in Video Anomaly Detection through Multimodal Data Mixing
2025
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search
arXiv (Cornell University)·2024· 1 citedOpen Access
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework
arXiv (Cornell University)·2023· 1 citedOpen Access
A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems
arXiv (Cornell University)·2023Open Access
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles
Engineering Applications of Artificial Intelligence·2023· 19 citedOpen Access
Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles
arXiv (Cornell University)·2022· 1 citedOpen Access
Parallel Beam Search for Combinatorial Optimization
2022· 2 citedOpen Access
Co-Optimization of DNN and Hardware Configurations on Edge GPUs
2022 25th Euromicro Conference on Digital System Design (DSD)·2022· 2 cited
Learning to Optimise a Swarm of UAVs
Research Square (Research Square)·2022· 1 citedOpen Access
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case
2022 IEEE Congress on Evolutionary Computation (CEC)·2022· 2 cited
Parallel Beam Search for Combinatorial Optimization (Extended Abstract)
Proceedings of the International Symposium on Combinatorial Search·2022· 2 citedOpen Access
Deep Gaussian Process for the Approximation of a Quadratic Eigenvalue Problem: Application to Friction-Induced Vibration
Vibration·2022· 3 citedOpen Access
Développement d'une technique de projection avec modes homotopiques pour le calcul des solutions propres complexes
HAL (Le Centre pour la Communication Scientifique Directe)·2022
Recent advances in multiobjective optimization
Annals of Operations Research·2022· 4 citedOpen Access
A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis
PeerJ Computer Science·2022· 18 citedOpen Access
Component Swarm Optimization Using Virtual Forces for Solving Layout Problems
Lecture notes in computer science·2022· 2 cited
Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU
Communications in computer and information science·2022
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning
Proceedings of the 14th International Conference on Agents and Artificial Intelligence·2022· 1 citedOpen Access
Bioinspired Optimization Methods and Their Applications
Lecture notes in computer science·2022· 9 cited
Evolutionary-based Optimization of Hardware Configurations for DNN on Edge GPUs
SPIRE - Sciences Po Institutional REpository·2021Open Access
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Frequent Co-authors

Laëtitia Jourdan(8), Enrique Alba(6), Nouredine Melab(5), Briseida Sarasola(4), Mostepha R. Khouadjia(3), Pierre Bessìère(3), Emmanuel Mazer(3), Clarisse Dhaenens(3), Lionel Amodeo(3), Nouredine Melab(3), Andrei Tchernykh(2), Uwe Schwiegelsohn(2), Juan-Manuel Ahuactzin(2), Peter Korošec(2), Farouk Yalaoui(2), Alexandru‐Adrian Tantar(2), Bilel Derbel(2), Carlos A. Coello Coello(2), Amir Nakib(2), Mostepha Khouadjia(2)