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- El-Ghazali Talbi
aka: El-Ghazil Talbi
University of Lille 1, France
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Publication search results
found 366 matches
- 2024
- Tansel Dökeroglu, Tayfun Kucukyilmaz
, El-Ghazali Talbi:
Hyper-heuristics: A survey and taxonomy. Comput. Ind. Eng. 187: 109815 (2024) - Daniel Porumbel, Igor Machado Coelho, El-Ghazali Talbi
:
Using an exact bi-objective decoder in a memetic algorithm for arc-routing (and other decoder-expressible) problems. Eur. J. Oper. Res. 313(1): 25-43 (2024) - Florian Felten
, El-Ghazali Talbi, Grégoire Danoy:
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework. J. Artif. Intell. Res. 79: 679-723 (2024) - Djaafar Zouache
, Adel Got, Deemah Alarabiat, Laith Abualigah
, El-Ghazali Talbi:
A novel multi-objective wrapper-based feature selection method using quantum-inspired and swarm intelligence techniques. Multim. Tools Appl. 83(8): 22811-22835 (2024) - El-Ghazali Talbi:
Metaheuristics for (Variable-Size) Mixed Optimization Problems: A Unified Taxonomy and Survey. CoRR abs/2401.03880 (2024) - Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi:
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR abs/2402.13204 (2024) - Thomas Firmin, Pierre Boulet, El-Ghazali Talbi:
Parallel Hyperparameter Optimization Of Spiking Neural Network. CoRR abs/2403.00450 (2024) - 2023
- Daniel Urda
, Patricia Ruiz, El-Ghazali Talbi, Pascal Bouvry, Jamal Toutouh:
Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation. Appl. Soft Comput. 133: 109961 (2023) - Juliette Gamot
, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Nouredine Melab, El-Ghazali Talbi:
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles. Eng. Appl. Artif. Intell. 121: 105941 (2023) - Sohrab Faramarzi-Oghani
, Parisa Dolati Neghabadi
, El-Ghazali Talbi
, Reza Tavakkoli-Moghaddam
:
Meta-heuristics for sustainable supply chain management: a review. Int. J. Prod. Res. 61(6): 1979-2009 (2023) - Juliette Gamot
, Mathieu Balesdent
, Romain Wuilbercq
, Arnault Tremolet
, Nouredine Melab
, El-Ghazali Talbi
:
Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. GECCO Companion 2023: 139-142 - Thomas Firmin, El-Ghazali Talbi:
Massively Parallel Asynchronous Fractal Optimization. IPDPS Workshops 2023: 930-938 - Florian Felten, Lucas N. Alegre, Ann Nowé, Ana L. C. Bazzan, El-Ghazali Talbi, Grégoire Danoy, Bruno C. da Silva:
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning. NeurIPS 2023 - Nassime Aslimani
, El-Ghazali Talbi
, Rachid Ellaia
:
Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. OLA 2023: 85-113 - Thomas Firmin, El-Ghazali Talbi:
A Comparative Study of Fractal-Based Decomposition Optimization. OLA 2023: 3-20 - Bernabé Dorronsoro
, Francisco Chicano
, Grégoire Danoy
, El-Ghazali Talbi
:
Optimization and Learning - 6th International Conference, OLA 2023, Malaga, Spain, May 3-5, 2023, Proceedings. Communications in Computer and Information Science 1824, Springer 2023, ISBN 978-3-031-34019-2 [contents] - Julie Keisler, El-Ghazali Talbi, Sandra Claudel, Gilles Cabriel:
An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters. CoRR abs/2303.12797 (2023) - Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi:
A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems. CoRR abs/2306.01021 (2023) - Florian Felten
, Daniel Gareev, El-Ghazali Talbi, Grégoire Danoy:
Hyperparameter Optimization for Multi-Objective Reinforcement Learning. CoRR abs/2310.16487 (2023) - Florian Felten, El-Ghazali Talbi, Grégoire Danoy:
Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework. CoRR abs/2311.12495 (2023) - 2022
- Hatem Masri, El-Ghazali Talbi:
Recent advances in multiobjective optimization. Ann. Oper. Res. 311(2): 547-550 (2022) - El-Ghazali Talbi:
Automated Design of Deep Neural Networks: A Survey and Unified Taxonomy. ACM Comput. Surv. 54(2): 34:1-34:37 (2022) - El-Ghazali Talbi
:
Machine Learning into Metaheuristics: A Survey and Taxonomy. ACM Comput. Surv. 54(6): 129:1-129:32 (2022) - Maryam Karimi Mamaghan
, Mehrdad Mohammadi
, Patrick Meyer
, Amir Mohammad Karimi-Mamaghan, El-Ghazali Talbi:
Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art. Eur. J. Oper. Res. 296(2): 393-422 (2022) - Martín González
, Jose-Juan López-Espín
, Juan Aparicio
, El-Ghazali Talbi:
A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis. PeerJ Comput. Sci. 8: e828 (2022) - Juliette Gamot, Romain Wuilbercq, Mathieu Balesdent, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi:
Component Swarm Optimization Using Virtual Forces for Solving Layout Problems. ANTS Conference 2022: 292-299 - Nassime Aslimani
, El-Ghazali Talbi
, Rachid Ellaia
:
Tchebycheff Fractal Decomposition Algorithm for Bi-objective Optimization Problems. MIC 2022: 246-259 - Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. CEC 2022: 1-8 - Halima Bouzidi
, Hamza Ouarnoughi, Smaïl Niar, El-Ghazali Talbi, Abdessamad Ait El Cadi
:
Co-Optimization of DNN and Hardware Configurations on Edge GPUs. DSD 2022: 398-405 - Florian Felten
, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. ICAART (2) 2022: 662-673
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