El-Ghazali Talbi

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 83

Top Venues

Publications

El-Ghazali Talbi
Metaheuristics for variable-size mixed optimization problems: A unified taxonomy and survey. Swarm Evol. Comput. 89 (2024)
Florian Felten, El-Ghazali Talbi, Grégoire Danoy
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework. J. Artif. Intell. Res. 79 (2024)
Thomas Firmin, Pierre Boulet, El-Ghazali Talbi
Parallel Hyperparameter Optimization Of Spiking Neural Network. CoRR (2024)
Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu
MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning. CoRR (2024)
Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR (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) (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) (2024)
Marcelo Becerra-Rozas, José Lemus-Romani, Broderick Crawford, Ricardo Soto, El-Ghazali Talbi
Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector. Expert Syst. Appl. 251 (2024)
Tansel Dökeroglu, Tayfun Kucukyilmaz, El-Ghazali Talbi
Hyper-heuristics: A survey and taxonomy. Comput. Ind. Eng. 187 (2024)
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)
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 (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) (2023)
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)
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 (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 (2023)
Florian Felten, Daniel Gareev, El-Ghazali Talbi, Grégoire Danoy
Hyperparameter Optimization for Multi-Objective Reinforcement Learning. CoRR (2023)
Florian Felten, El-Ghazali Talbi, Grégoire Danoy
Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework. CoRR (2023)
Thomas Firmin, El-Ghazali Talbi
Massively Parallel Asynchronous Fractal Optimization. IPDPS Workshops (2023)
Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia
Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. OLA (2023)
Julie Keisler, El-Ghazali Talbi, Sandra Claudel, Gilles Cabriel
An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters. CoRR (2023)
Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
Parallel Beam Search for Combinatorial Optimization. ICPP Workshops (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 (2022)
Halima Bouzidi, Hamza Ouarnoughi, El-Ghazali Talbi, Abdessamad Ait El Cadi, Smaïl Niar
Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. OLA (2022)
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. CoRR (2022)
Hatem Masri, El-Ghazali Talbi
Recent advances in multiobjective optimization. Ann. Oper. Res. 311 (2) (2022)
Florian Felten, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. ICAART (2) (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)
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) (2022)
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)
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)
Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia
Tchebycheff Fractal Decomposition Algorithm for Bi-objective Optimization Problems. MIC (2022)
Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
Parallel Beam Search for Combinatorial Optimization (Extended Abstract). SOCS (2022)
El-Ghazali Talbi
Machine Learning into Metaheuristics: A Survey and Taxonomy. ACM Comput. Surv. 54 (6) (2021)
Zineb Garroussi, Rachid Ellaia, El-Ghazali Talbi, Jean-Yves Lucas
A hybrid backtracking search algorithm for energy management in a microgrid. Int. J. Math. Model. Numer. Optimisation 11 (2) (2021)
Bahri Oumayma, El-Ghazali Talbi
Robustness-based approach for fuzzy multi-objective problems. Ann. Oper. Res. 296 (1) (2021)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. ACIIDS (2021)
Nadia Dahmani, Saoussen Krichen, El-Ghazali Talbi, Sanaa Kaddoura
Solving the Multi-objective 2-Dimensional Vector Packing Problem Using ε-constraint Method. WorldCIST (4) (2021)
El-Ghazali Talbi
Automated Design of Deep Neural Networks: A Survey and Unified Taxonomy. ACM Comput. Surv. 54 (2) (2021)
Nicolas Dupin, Rémi Parize, El-Ghazali Talbi
Matheuristics and Column Generation for a Basic Technician Routing Problem. Algorithms 14 (11) (2021)
Nicolas Dupin, El-Ghazali Talbi
Matheuristics to optimize refueling and maintenance planning of nuclear power plants. J. Heuristics 27 (1-2) (2021)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Mixed Variable Gaussian Process-Based Surrogate Modeling Techniques: Application to Aerospace Design. J. Aerosp. Inf. Syst. 18 (11) (2021)
Nicolas Dupin, El-Ghazali Talbi
Parallel matheuristics for the discrete unit commitment problem with min-stop ramping constraints. Int. Trans. Oper. Res. 27 (1) (2020)
El-Ghazali Talbi, Raca Todosijevic
Recovery-to-Efficiency: A New Robustness Concept for Multi-objective Optimization under Uncertainty. CoRR (2020)
Latifa Rhanimi Karim, Rachid Ellaia, El-Ghazali Talbi
Kriging-Based Multi-objective Infill Criterion using NSGA-III for Expensive Black-Box Functions. GOL (2020)
Nicolas Dupin, El-Ghazali Talbi
Machine Learning-Guided Dual Heuristics and New Lower Bounds for the Refueling and Maintenance Planning Problem of Nuclear Power Plants. Algorithms 13 (8) (2020)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. GECCO Companion (2020)
Léo Souquet, El-Ghazali Talbi, Amir Nakib
Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems. IEEE Access 8 (2020)
Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi
Clustering a 2d Pareto Front: P-center Problems Are Solvable in Polynomial Time. OLA (2020)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Bayesian optimization of variable-size design space problems. CoRR (2020)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. CoRR (2020)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. SSCI (2020)
Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia
A New Chaotic-Based Approach for Multi-Objective Optimization. Algorithms 13 (9) (2020)
Jan Gmys, Tiago Carneiro, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens
A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. Swarm Evol. Comput. 57 (2020)
Oliver Schuetze, Carlos Hernández, El-Ghazali Talbi, Jian-Qiao Sun, Yousef Naranjani, Fu-Rui Xiong
Archivers for the representation of the set of approximate solutions for MOPs. J. Heuristics 25 (1) (2019)
Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi
Planar p-center problems are solvable in polynomial time when clustering a Pareto Front. CoRR (2019)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Bayesian Optimization using Deep Gaussian Processes. CoRR (2019)
Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi
K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front. WCGO (2019)
Andrei Tchernykh, Uwe Schwiegelshohn, El-Ghazali Talbi, Mikhail G. Babenko
Towards understanding uncertainty in cloud computing with risks of confidentiality, integrity, and availability. J. Comput. Sci. 36 (2019)
Larbi Asli, Méziane Aïder, El-Ghazali Talbi
Solving a dynamic combinatorial auctions problem by a hybrid metaheuristic based on a fuzzy dominance relation. RAIRO Oper. Res. 53 (1) (2019)
Amir Nakib, Leo Souquet, El-Ghazali Talbi
Parallel fractal decomposition based algorithm for big continuous optimization problems. J. Parallel Distributed Comput. 133 (2019)
Vanessa Miranda-López, Andrei Tchernykh, Mikhail G. Babenko, Viktor Andreevich Kuchukov, Maxim Anatolievich Deryabin, Elena Golimblevskaia, Egor Shiryaev, Arutyun Avetisyan, Raúl Rivera-Rodríguez, Gleb I. Radchenko, El-Ghazali Talbi
Weighted Two-Levels Secret Sharing Scheme for Multi-Clouds Data Storage with Increased Reliability. HPCS (2019)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Efficient global optimization of constrained mixed variable problems. J. Glob. Optim. 73 (3) (2019)
El-Ghazali Talbi
A unified view of parallel multi-objective evolutionary algorithms. J. Parallel Distributed Comput. 133 (2019)
Mikhail G. Babenko, Andrei Tchernykh, Nikolay I. Chervyakov, Viktor Andreevich Kuchukov, Vanessa Miranda-López, Raúl Rivera-Rodríguez, Zhihui Du, El-Ghazali Talbi
Positional Characteristics for Efficient Number Comparison over the Homomorphic Encryption. Program. Comput. Softw. 45 (8) (2019)
El-Ghazali Talbi, Celso C. Ribeiro
Special issue on "Optimization and Machine Learning". Int. Trans. Oper. Res. 25 (4) (2018)
Bahri Oumayma, El-Ghazali Talbi, Nahla Ben Amor
A generic fuzzy approach for multi-objective optimization under uncertainty. Swarm Evol. Comput. 40 (2018)
Nicolas Dupin, El-Ghazali Talbi
Clustering in a 2-dimensional Pareto Front: the p-median and p-center problems are polynomially solvable. CoRR (2018)
Bahri Oumayma, El-Ghazali Talbi
Dealing with Epistemic Uncertainty in Multi-objective Optimization: A Survey. IPMU (3) (2018)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Efficient Global Optimization using Deep Gaussian Processes. CoRR (2018)
Nicolas Dupin, El-Ghazali Talbi
Matheuristics to optimize maintenance scheduling and refueling of nuclear power plants. CoRR (2018)
Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli
Parallel ant colony optimization for evacuation planning. GECCO (Companion) (2017)
Amir Nakib, Mohamed Hilia, Frederic Heliodore, El-Ghazali Talbi
Design of Metaheuristic Based on Machine Learning: A Unified Approach. IPDPS Workshops (2017)
Vitor Nazário Coelho, Thays A. Oliveira, Igor Machado Coelho, Bruno N. Coelho, Peter J. Fleming, Frederico G. Guimarães, Helena Ramalhinho Dias Lourenço, Marcone J. F. Souza, El-Ghazali Talbi, Thibaut Lust
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign. Comput. Oper. Res. 78 (2017)
Amir Nakib, S. Ouchraa, Nadiya Shvai, Leo Souquet, El-Ghazali Talbi
Deterministic metaheuristic based on fractal decomposition for large-scale optimization. Appl. Soft Comput. 61 (2017)
Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schütze
An Approach for the Local Exploration of Discrete Many Objective Optimization Problems. EMO (2017)
Martín González, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, El-Ghazali Talbi
A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis. CEC (2017)
Ekaterina Alekseeva, Yury Kochetov, El-Ghazali Talbi
A matheuristic for the discrete bilevel problem with multiple objectives at the lower level. Int. Trans. Oper. Res. 24 (5) (2017)
Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli
Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm. AICCSA (2017)
El-Ghazali Talbi, Raca Todosijevic
The robust uncapacitated multiple allocation p-hub median problem. Comput. Ind. Eng. 110 (2017)
Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa
Dynamic Learning Optimization Algorithm for P2P-VoD Systems. HPCC/SmartCity/DSS (2017)
Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi
A multi-objective dynamic programming-based metaheuristic to solve a bi-objective unit commitment problem using a multi-objective decoder. Int. J. Metaheuristics 5 (1) (2016)
El-Ghazali Talbi
Combining metaheuristics with mathematical programming, constraint programming and machine learning. Ann. Oper. Res. 240 (1) (2016)
Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi
β-Robustness Approach for Fuzzy Multi-objective Problems. IPMU (2) (2016)
Pascal Bouvry, El-Ghazali Talbi
Computational Intelligence for Cloud Computing [Guest Editorial]. IEEE Comput. Intell. Mag. 10 (1) (2015)
Sergio Nesmachnow, Santiago Iturriaga, Bernabé Dorronsoro, El-Ghazali Talbi, Pascal Bouvry
Metaheuristics for the Virtual Machine Mapping Problem in Clouds. Informatica 26 (1) (2015)
Andrei Tchernykh, Uwe Schwiegelshohn, Vassil Alexandrov, El-Ghazali Talbi
Towards Understanding Uncertainty in Cloud Computing Resource Provisioning. ICCS (2015)
Patricia Ruiz, Bernabé Dorronsoro, El-Ghazali Talbi, Pascal Bouvry
Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks. Appl. Soft Comput. 32 (2015)
Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi
A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. KES (2015)
Anh Quan Nguyen, Pascal Bouvry, El-Ghazali Talbi
A new model for VMMP dealing with execution time uncertainty in a multi-clouds system. CloudNet (2015)
Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi
Using multiobjective optimization for biclustering microarray data. Appl. Soft Comput. 33 (2015)
Sophie Jacquin, Lucien Mousin, Igor Machado Coelho, El-Ghazali Talbi, Laetitia Jourdan
A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem. EMO (1) (2015)
Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi
A fine-grained message passing MOEA/D. CEC (2015)
Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Juan Luis Jiménez Laredo, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem. EvoApplications (2015)
Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. IPDPS Workshops (2015)
Pascal Bouvry, Grégoire Danoy, Franciszek Seredynski, El-Ghazali Talbi, Albert Y. Zomaya
NIDISC Introduction and Committees. IPDPS Workshops (2015)
Mateusz Guzek, Pascal Bouvry, El-Ghazali Talbi
A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article]. IEEE Comput. Intell. Mag. 10 (2) (2015)
Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi
DYNAMOP Applied to the Unit Commitment Problem. LION (2015)
Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, El-Ghazali Talbi
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks. GECCO (Companion) (2015)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
Multi-level and Multi-objective Survey on Cloud Scheduling. IPDPS Workshops (2014)
Apostolos Stathakis, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry, Gianluigi Morelli
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation. EvoApplications (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

El-Ghazali Talbi