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ORCIDEl-Ghazali Talbi
El-Ghazil Talbi
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- affiliation: University of Lille 1, France
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2020 – today
- 2024
[j135]Tansel Dökeroglu, Tayfun Kucukyilmaz
, El-Ghazali Talbi:
Hyper-heuristics: A survey and taxonomy. Comput. Ind. Eng. 187: 109815 (2024)- [j134]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) - [j133]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: 124112 (2024) - [j132]Thomas Firmin, Pierre Boulet, El-Ghazali Talbi:
Parallel hyperparameter optimization of spiking neural networks. Neurocomputing 609: 128483 (2024) - [j131]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) - [j130]Julie Keisler, El-Ghazali Talbi, Sandra Claudel, Gilles Cabriel:
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters. J. Mach. Learn. Res. 25: 201:1-201:33 (2024) - [j129]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) - [j128]El-Ghazali Talbi:
Metaheuristics for variable-size mixed optimization problems: A unified taxonomy and survey. Swarm Evol. Comput. 89: 101642 (2024) - [c188]Houssem Ouertatani, Cristian Maxim, Smaïl Niar, El-Ghazali Talbi:
Accelerated NAS via Pretrained Ensembles and Multi-fidelity Bayesian Optimization. ICANN (1) 2024: 245-260 - [c187]Thomas Firmin, Pierre Boulet, El-Ghazali Talbi:
Asynchronous Multi-Fidelity Hyperparameter Optimization of Spiking Neural Networks. ICONS 2024: 55-62 - [i20]El-Ghazali Talbi:
Metaheuristics for (Variable-Size) Mixed Optimization Problems: A Unified Taxonomy and Survey. CoRR abs/2401.03880 (2024) - [i19]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) - [i18]Thomas Firmin, Pierre Boulet, El-Ghazali Talbi:
Parallel Hyperparameter Optimization Of Spiking Neural Network. CoRR abs/2403.00450 (2024) - [i17]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 abs/2407.16312 (2024) - 2023
- [j127]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) - [j126]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) - [j125]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) - [c186]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 - [c185]Thomas Firmin, El-Ghazali Talbi:
Massively Parallel Asynchronous Fractal Optimization. IPDPS Workshops 2023: 930-938 - [c184]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 - [c183]Thomas Firmin, El-Ghazali Talbi:
A Comparative Study of Fractal-Based Decomposition Optimization. OLA 2023: 3-20 - [c182]Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia:
Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. OLA 2023: 85-113 - [e11]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] - [i16]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) - [i15]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) - [i14]Florian Felten, Daniel Gareev, El-Ghazali Talbi, Grégoire Danoy:
Hyperparameter Optimization for Multi-Objective Reinforcement Learning. CoRR abs/2310.16487 (2023) - [i13]Florian Felten, El-Ghazali Talbi, Grégoire Danoy:
Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework. CoRR abs/2311.12495 (2023) - 2022
- [j124]Hatem Masri, El-Ghazali Talbi:
Recent advances in multiobjective optimization. Ann. Oper. Res. 311(2): 547-550 (2022) - [j123]El-Ghazali Talbi:
Automated Design of Deep Neural Networks: A Survey and Unified Taxonomy. ACM Comput. Surv. 54(2): 34:1-34:37 (2022) - [j122]El-Ghazali Talbi:
Machine Learning into Metaheuristics: A Survey and Taxonomy. ACM Comput. Surv. 54(6): 129:1-129:32 (2022) - [j121]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) - [j120]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) - [c181]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 - [c180]Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia:
Tchebycheff Fractal Decomposition Algorithm for Bi-objective Optimization Problems. MIC 2022: 246-259 - [c179]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 - [c178]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 - [c177]Florian Felten, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. ICAART (2) 2022: 662-673 - [c176]Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi:
Parallel Beam Search for Combinatorial Optimization. ICPP Workshops 2022: 21:1-21:8 - [c175]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: 3-12 - [c174]Nassime Aslimani, El-Ghazil Talbi, Rachid Ellaia:
A New Algorithm for Bi-objective Problems Based on Gradient Information. OLA 2022: 49-61 - [c173]Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi:
Parallel Beam Search for Combinatorial Optimization (Extended Abstract). SOCS 2022: 273-275 - [e10]Bernabé Dorronsoro, Mario Pavone, Amir Nakib, El-Ghazali Talbi:
Optimization and Learning - 5th International Conference, OLA 2022, Syracuse, Sicilia, Italy, July 18-20, 2022, Proceedings. Communications in Computer and Information Science 1684, Springer 2022, ISBN 978-3-031-22038-8 [contents] - [i12]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 abs/2212.11011 (2022) - 2021
- [j119]Nicolas Dupin, Rémi Parize, El-Ghazali Talbi:
Matheuristics and Column Generation for a Basic Technician Routing Problem. Algorithms 14(11): 313 (2021) - [j118]Bahri Oumayma, El-Ghazali Talbi:
Robustness-based approach for fuzzy multi-objective problems. Ann. Oper. Res. 296(1): 707-733 (2021) - [j117]Nicolas Dupin, El-Ghazali Talbi:
Matheuristics to optimize refueling and maintenance planning of nuclear power plants. J. Heuristics 27(1-2): 63-105 (2021) - [j116]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): 143-167 (2021) - [j115]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): 813-837 (2021) - [c172]Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. ACIIDS 2021: 768-781 - [c171]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: 96-104 - 2020
- [j114]Léo Souquet, El-Ghazali Talbi, Amir Nakib:
Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems. IEEE Access 8: 167604-167619 (2020) - [j113]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): 185 (2020) - [j112]Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia:
A New Chaotic-Based Approach for Multi-Objective Optimization. Algorithms 13(9): 204 (2020) - [j111]Nicolas Dupin, El-Ghazali Talbi:
Parallel matheuristics for the discrete unit commitment problem with min-stop ramping constraints. Int. Trans. Oper. Res. 27(1): 219-244 (2020) - [j110]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: 100720 (2020) - [c170]Matthias R. Brust, Pascal Bouvry, Grégoire Danoy, El-Ghazil Talbi:
Design Challenges of Trustworthy Artificial Intelligence Learning Systems. ACIIDS (Companion) 2020: 574-584 - [c169]Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. GECCO Companion 2020: 227-228 - [c168]Latifa Rhanimi Karim, Rachid Ellaia, El-Ghazali Talbi:
Kriging-Based Multi-objective Infill Criterion using NSGA-III for Expensive Black-Box Functions. GOL 2020: 1-10 - [c167]Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi:
Clustering a 2d Pareto Front: P-center Problems Are Solvable in Polynomial Time. OLA 2020: 179-191 - [c166]Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. SSCI 2020: 489-496 - [p12]Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin:
Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems. High-Performance Simulation-Based Optimization 2020: 189-224 - [e9]Bernabé Dorronsoro, Patricia Ruiz, Juan Carlos de la Torre, Daniel Urda, El-Ghazali Talbi:
Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings. Communications in Computer and Information Science 1173, Springer 2020, ISBN 978-3-030-41912-7 [contents] - [e8]Thomas Bartz-Beielstein, Bogdan Filipic, Peter Korosec, El-Ghazali Talbi:
High-Performance Simulation-Based Optimization. Studies in Computational Intelligence 833, Springer 2020, ISBN 978-3-030-18763-7 [contents] - [i11]Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin:
Bayesian optimization of variable-size design space problems. CoRR abs/2003.03300 (2020) - [i10]Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab:
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. CoRR abs/2006.15924 (2020) - [i9]El-Ghazali Talbi, Raca Todosijevic:
Recovery-to-Efficiency: A New Robustness Concept for Multi-objective Optimization under Uncertainty. CoRR abs/2011.10341 (2020)
2010 – 2019
- 2019
- [j109]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): 71-105 (2019) - [j108]Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin:
Efficient global optimization of constrained mixed variable problems. J. Glob. Optim. 73(3): 583-613 (2019) - [j107]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) - [j106]Amir Nakib, Leo Souquet, El-Ghazali Talbi:
Parallel fractal decomposition based algorithm for big continuous optimization problems. J. Parallel Distributed Comput. 133: 297-306 (2019) - [j105]El-Ghazali Talbi:
A unified view of parallel multi-objective evolutionary algorithms. J. Parallel Distributed Comput. 133: 349-358 (2019) - [j104]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): 532-543 (2019) - [j103]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): 207-221 (2019) - [c165]Vanessa Miranda-López, Andrei Tchernykh, Mikhail G. Babenko, Viktor Andreevich Kuchukov, Maxim Anatolievich Deryabin, Elena Golimblevskaia, Egor M. 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: 915-922 - [c164]Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi:
K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front. WCGO 2019: 790-799 - [i8]Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab:
Bayesian Optimization using Deep Gaussian Processes. CoRR abs/1905.03350 (2019) - [i7]Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi:
Planar p-center problems are solvable in polynomial time when clustering a Pareto Front. CoRR abs/1908.09648 (2019) - 2018
- [j102]El-Ghazali Talbi, Celso C. Ribeiro:
Special issue on "Optimization and Machine Learning". Int. Trans. Oper. Res. 25(4): 1407 (2018) - [j101]Bahri Oumayma, El-Ghazali Talbi, Nahla Ben Amor:
A generic fuzzy approach for multi-objective optimization under uncertainty. Swarm Evol. Comput. 40: 166-183 (2018) - [c163]Bahri Oumayma, El-Ghazali Talbi:
Dealing with Epistemic Uncertainty in Multi-objective Optimization: A Survey. IPMU (3) 2018: 260-271 - [e7]Peter Korosec, Nouredine Melab, El-Ghazali Talbi:
Bioinspired Optimization Methods and Their Applications - 8th International Conference, BIOMA 2018, Paris, France, May 16-18, 2018, Proceedings. Lecture Notes in Computer Science 10835, Springer 2018, ISBN 978-3-319-91640-8 [contents] - [r5]Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Roland Krause, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry:
Evolutionary Algorithms for the Inverse Protein Folding Problem. Handbook of Heuristics 2018: 999-1023 - [i6]Nicolas Dupin, El-Ghazali Talbi:
Clustering in a 2-dimensional Pareto Front: the p-median and p-center problems are polynomially solvable. CoRR abs/1806.02098 (2018) - [i5]Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab:
Efficient Global Optimization using Deep Gaussian Processes. CoRR abs/1809.04632 (2018) - [i4]Nicolas Dupin, El-Ghazali Talbi:
Matheuristics to optimize maintenance scheduling and refueling of nuclear power plants. CoRR abs/1812.08598 (2018) - 2017
- [j100]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: 468-485 (2017) - [j99]El-Ghazali Talbi, Raca Todosijevic:
The robust uncapacitated multiple allocation p-hub median problem. Comput. Ind. Eng. 110: 322-332 (2017) - [j98]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: 578-587 (2017) - [j97]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): 959-981 (2017) - [c162]Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli:
Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm. AICCSA 2017: 1035-1042 - [c161]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: 588-595 - [c160]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: 135-150 - [c159]Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli:
Parallel ant colony optimization for evacuation planning. GECCO (Companion) 2017: 51-52 - [c158]Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa:
Dynamic Learning Optimization Algorithm for P2P-VoD Systems. HPCC/SmartCity/DSS 2017: 388-395 - [c157]Amir Nakib, Mohamed Hilia, Frederic Heliodore, El-Ghazali Talbi:
Design of Metaheuristic Based on Machine Learning: A Unified Approach. IPDPS Workshops 2017: 510-518 - [p11]Amir Nakib, El-Ghazali Talbi, S. Corniglion:
Medical Image Registration Based on Metaheuristics: A Comparative Study. Metaheuristics for Medicine and Biology 2017: 171-185 - [e6]Amir Nakib, El-Ghazali Talbi:
Metaheuristics for Medicine and Biology. Studies in Computational Intelligence 704, 2017, ISBN 978-3-662-54426-6 [contents] - 2016
- [j96]El-Ghazali Talbi:
Combining metaheuristics with mathematical programming, constraint programming and machine learning. Ann. Oper. Res. 240(1): 171-215 (2016) - [j95]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): 3-30 (2016) - [c156]Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi:
β-Robustness Approach for Fuzzy Multi-objective Problems. IPMU (2) 2016: 225-237 - [e5]Maria J. Blesa, Christian Blum, Angelo Cangelosi, Vincenzo Cutello, Alessandro G. Di Nuovo, Mario Pavone, El-Ghazali Talbi:
Hybrid Metaheuristics - 10th International Workshop, HM 2016, Plymouth, UK, June 8-10, 2016, Proceedings. Lecture Notes in Computer Science 9668, Springer 2016, ISBN 978-3-319-39635-4 [contents] - 2015
- [j94]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: 494-508 (2015) - [j93]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Using multiobjective optimization for biclustering microarray data. Appl. Soft Comput. 33: 239-249 (2015) - [j92]Pascal Bouvry, El-Ghazali Talbi:
Computational Intelligence for Cloud Computing [Guest Editorial]. IEEE Comput. Intell. Mag. 10(1): 18-19 (2015) - [j91]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): 53-67 (2015) - [j90]Sergio Nesmachnow, Santiago Iturriaga, Bernabé Dorronsoro, El-Ghazali Talbi, Pascal Bouvry:
Metaheuristics for the Virtual Machine Mapping Problem in Clouds. Informatica 26(1): 111-134 (2015) - [c155]Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi:
A fine-grained message passing MOEA/D. CEC 2015: 1837-1844 - [c154]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: 165-170 - [c153]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: 381-395 - [c152]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: 14-25 - [c151]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: 915-921 - [c150]Andrei Tchernykh, Uwe Schwiegelshohn, Vassil Alexandrov, El-Ghazali Talbi:
Towards Understanding Uncertainty in Cloud Computing Resource Provisioning. ICCS 2015: 1772-1781 - [c149]Pascal Bouvry, Grégoire Danoy, Franciszek Seredynski, El-Ghazali Talbi, Albert Y. Zomaya:
NIDISC Introduction and Committees. IPDPS Workshops 2015: 275 - [c148]Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi:
A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. IPDPS Workshops 2015: 286-291 - [c147]Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi:
A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. KES 2015: 632-641 - [c146]Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi:
DYNAMOP Applied to the Unit Commitment Problem. LION 2015: 223-228 - [p10]El-Ghazali Talbi:
Parallel Evolutionary Combinatorial Optimization. Handbook of Computational Intelligence 2015: 1107-1125 - 2014
- [j89]Nadia Dahmani, François Clautiaux, Saoussen Krichen, El-Ghazali Talbi:
Self-adaptive metaheuristics for solving a multi-objective 2-dimensional vector packing problem. Appl. Soft Comput. 16: 124-136 (2014) - [j88]Mohand Mezmaz, Malika Mehdi, Pascal Bouvry, Nordine Melab, El-Ghazali Talbi, Daniel Tuyttens:
Solving the three dimensional quadratic assignment problem on a computational grid. Clust. Comput. 17(2): 205-217 (2014) - [j87]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager. Future Gener. Comput. Syst. 36: 237-256 (2014) - [j86]Bernabé Dorronsoro, Sergio Nesmachnow, Javid Taheri, Albert Y. Zomaya, El-Ghazali Talbi, Pascal Bouvry:
A hierarchical approach for energy-efficient scheduling of large workloads in multicore distributed systems. Sustain. Comput. Informatics Syst. 4(4): 252-261 (2014) - [j85]Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi:
FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments. IEEE Trans. Computers 63(9): 2302-2315 (2014) - [c145]Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi:
Optimization algorithms for multi-objective problems with fuzzy data. MCDM 2014: 194-201 - [c144]Emmanuel Kieffer, Apostolos Stathakis, Grégoire Danoy, Pascal Bouvry, El-Ghazali Talbi, Gianluigi Morelli:
Multi-objective evolutionary approach for the satellite payload power optimization problem. MCDM 2014: 202-209 - [c143]Bernabé Dorronsoro, Patricia Ruiz, El-Ghazali Talbi, Pascal Bouvry, Apivadee Piyatumrong:
Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGA-II. EvoApplications 2014: 39-50 - [c142]Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi:
Dynamic Programming Based Metaheuristic for Energy Planning Problems. EvoApplications 2014: 165-176 - [c141]Apostolos Stathakis, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry, Gianluigi Morelli:
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation. EvoApplications 2014: 565-576 - [c140]Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi:
New Pareto Approach for Ranking Triangular Fuzzy Numbers. IPMU (2) 2014: 264-273 - [c139]Pascal Bouvry, Franciszek Seredynski, El-Ghazali Talbi:
NIDISC Introduction and Committees. IPDPS Workshops 2014: 401 - [c138]Amir Nakib, El-Ghazali Talbi, A. Fuser:
Hybrid Metaheuristic for Annual Hydropower Generation Optimization. IPDPS Workshops 2014: 412-419 - [c137]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
Multi-level and Multi-objective Survey on Cloud Scheduling. IPDPS Workshops 2014: 480-488 - [c136]Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi:
Shake Them All! - Rethinking Selection and Replacement in MOEA/D. PPSN 2014: 641-651 - [i3]El-Ghazali Talbi:
Demand-Side Management in Smart Micro-Grids: An Optimization Perspective. ERCIM News 2014(98) (2014) - 2013
- [j84]El-Ghazali Talbi:
Combining metaheuristics with mathematical programming, constraint programming and machine learning. 4OR 11(2): 101-150 (2013) - [j83]Nadia Dahmani, François Clautiaux, Saoussen Krichen, El-Ghazali Talbi:
Iterative approaches for solving a multi-objective 2-dimensional vector packing problem. Comput. Ind. Eng. 66(1): 158-170 (2013) - [j82]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation. Clust. Comput. 16(3): 451-468 (2013) - [j81]Joanna Kolodziej, Samee Ullah Khan, El-Ghazali Talbi:
Scalable optimization in grid, cloud, and intelligent network computing - foreword. Concurr. Comput. Pract. Exp. 25(12): 1719-1721 (2013) - [j80]Said Dabia, El-Ghazali Talbi, Tom Van Woensel, Ton de Kok:
Approximating multi-objective scheduling problems. Comput. Oper. Res. 40(5): 1165-1175 (2013) - [j79]José Rui Figueira, El-Ghazali Talbi:
Emergent nature inspired algorithms for multi-objective optimization. Comput. Oper. Res. 40(6): 1521-1523 (2013) - [j78]Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Vérel:
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. J. Heuristics 19(6): 881-915 (2013) - [j77]Laetitia Jourdan, El-Ghazali Talbi:
Editorial - Special Issue on New Advances in Metaheuristics. J. Math. Model. Algorithms 12(1): 1-2 (2013) - [j76]El-Ghazali Talbi, Geir Hasle:
Metaheuristics on GPUs. J. Parallel Distributed Comput. 73(1): 1-3 (2013) - [j75]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
GPU Computing for Parallel Local Search Metaheuristic Algorithms. IEEE Trans. Computers 62(1): 173-185 (2013) - [j74]Mostepha Redouane Khouadjia, El-Ghazali Talbi, Laetitia Jourdan, Briseida Sarasola, Enrique Alba:
Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems. J. Supercomput. 63(3): 836-853 (2013) - [c135]Santiago Iturriaga, Sergio Nesmachnow, Bernabé Dorronsoro Díaz, El-Ghazali Talbi, Pascal Bouvry:
A Parallel Hybrid Evolutionary Algorithm for the Optimization of Broker Virtual Machines Subletting in Cloud Systems. 3PGCIC 2013: 594-599 - [c134]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Preliminary Studies on Biclustering of GWA: A Multiobjective Approach. Artificial Evolution 2013: 106-117 - [c133]Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi:
Coloring based Hierarchical Routing Approach. ANT/SEIT 2013: 188-196 - [c132]Alexandru-Adrian Tantar, Anh Quan Nguyen, Pascal Bouvry, Bernabé Dorronsoro, El-Ghazali Talbi:
Computational intelligence for cloud management current trends and opportunities. IEEE Congress on Evolutionary Computation 2013: 1286-1293 - [c131]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. IEEE Congress on Evolutionary Computation 2013: 2496-2503 - [c130]Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi:
Cost minimization of service deployment in a multi-cloud environment. IEEE Congress on Evolutionary Computation 2013: 2580-2587 - [c129]Nadia Dahmani, Saoussen Krichen, François Clautiaux, El-Ghazali Talbi:
A Comparative Study of Multi-objective Evolutionary Algorithms for the Bi-objective 2-Dimensional Vector Packing Problem. COCOA 2013: 37-48 - [c128]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Multiobjective Path Relinking for Biclustering: Application to Microarray Data. EMO 2013: 200-214 - [c127]Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi:
ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. GECCO 2013: 1189-1196 - [c126]Pascal Bouvry, Franciszek Seredynski, El-Ghazali Talbi:
NIDISC Introduction. IPDPS Workshops 2013: 404 - [c125]Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi:
A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality. IPDPS Workshops 2013: 405-414 - [c124]Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi:
Cost Minimization of Service Deployment in a Public Cloud Environment. IPDPS Workshops 2013: 491-498 - [c123]Thanh-Do Tran, Ramiro Varela, Inés González Rodríguez, El-Ghazali Talbi:
Solving Fuzzy Job-Shop Scheduling Problems with a Multiobjective Optimizer. KSE (2) 2013: 197-209 - [c122]Anh Quan Nguyen, Alexandru-Adrian Tantar, Pascal Bouvry, El-Ghazali Talbi:
Design of an energy efficiency model and architecture for cloud management using prediction models. SoCPaR 2013: 333-336 - [p9]El-Ghazali Talbi:
A Unified Taxonomy of Hybrid Metaheuristics with Mathematical Programming, Constraint Programming and Machine Learning. Hybrid Metaheuristics 2013: 3-76 - [p8]Mostepha Redouane Khouadjia, Briseida Sarasola, Enrique Alba, El-Ghazali Talbi, Laetitia Jourdan:
Metaheuristics for Dynamic Vehicle Routing. Metaheuristics for Dynamic Optimization 2013: 265-289 - [e4]El-Ghazali Talbi:
Hybrid Metaheuristics. Studies in Computational Intelligence 434, Springer 2013, ISBN 978-3-642-30670-9 [contents] - 2012
- [j73]Mostepha Redouane Khouadjia, Briseida Sarasola, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests. Appl. Soft Comput. 12(4): 1426-1439 (2012) - [j72]Arnaud Liefooghe, Matthieu Basseur, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi:
On optimizing a bi-objective flowshop scheduling problem in an uncertain environment. Comput. Math. Appl. 64(12): 3747-3762 (2012) - [j71]Ali Khanafer, François Clautiaux, El-Ghazali Talbi:
Tree-decomposition based heuristics for the two-dimensional bin packing problem with conflicts. Comput. Oper. Res. 39(1): 54-63 (2012) - [j70]Ali Khanafer, François Clautiaux, Saïd Hanafi, El-Ghazali Talbi:
The min-conflict packing problem. Comput. Oper. Res. 39(9): 2122-2132 (2012) - [j69]Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi:
Hierarchical branch and bound algorithm for computational grids. Future Gener. Comput. Syst. 28(8): 1168-1176 (2012) - [j68]Arnaud Liefooghe, Jérémie Humeau, Salma Mesmoudi, Laetitia Jourdan, El-Ghazali Talbi:
On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems. J. Heuristics 18(2): 317-352 (2012) - [j67]Allani Abderrahim, El-Ghazali Talbi, Khaled Mellouli:
Hybridization of Genetic and Quantum Algorithm for gene Selection and Classification of microarray Data. Int. J. Found. Comput. Sci. 23(2): 431-444 (2012) - [j66]Enrique Alba, Franciszek Seredynski, El-Ghazali Talbi, Albert Y. Zomaya:
Preface. Int. J. Found. Comput. Sci. 23(2) (2012) - [j65]Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid. Int. J. Found. Comput. Sci. 23(2): 483-500 (2012) - [j64]Julio César Hernández Castro, Juan M. Estévez-Tapiador, Pedro Peris-Lopez, John A. Clark, El-Ghazali Talbi:
Metaheuristic Traceability Attack against SLMAP, an RFID Lightweight Authentication Protocol. Int. J. Found. Comput. Sci. 23(2): 543-553 (2012) - [j63]El-Ghazali Talbi, Matthieu Basseur, Antonio J. Nebro, Enrique Alba:
Multi-objective optimization using metaheuristics: non-standard algorithms. Int. Trans. Oper. Res. 19(1-2): 283-305 (2012) - [j62]Ahcène Bendjoudi, Nordine Melab, El-Ghazali Talbi:
An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms. J. Parallel Distributed Comput. 72(2): 120-131 (2012) - [c121]Francois Legillon, Arnaud Liefooghe, El-Ghazali Talbi:
CoBRA: A cooperative coevolutionary algorithm for bi-level optimization. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c120]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Hybrid metaheuristic for multi-objective biclustering in microarray data. CIBCB 2012: 222-228 - [c119]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution. HPCS 2012: 112-118 - [c118]Pascal Bouvry, Franciszek Seredynski, El-Ghazali Talbi:
NIDISC Introduction. IPDPS Workshops 2012: 584 - [c117]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data. IPDPS Workshops 2012: 625-633 - [c116]Thé Van Luong, Éric D. Taillard, Nouredine Melab, El-Ghazali Talbi:
Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. PPSN (2) 2012: 368-377 - 2011
- [j61]Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi:
Metaheuristics based de novo protein sequencing: A new approach. Appl. Soft Comput. 11(2): 2271-2278 (2011) - [j60]Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi:
A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO. Eur. J. Oper. Res. 209(2): 104-112 (2011) - [j59]Hend Bouziri, Khaled Mellouli, El-Ghazali Talbi:
The k-coloring fitness landscape. J. Comb. Optim. 21(3): 306-329 (2011) - [j58]Mohand-Said Mezmaz, Nouredine Melab, Yacine Kessaci, Young Choon Lee, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens:
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. J. Parallel Distributed Comput. 71(11): 1497-1508 (2011) - [c115]Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi:
Multi-objective evolutionary algorithm for biclustering in microarrays data. IEEE Congress on Evolutionary Computation 2011: 2593-2599 - [c114]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem. EvoCOP 2011: 155-166 - [c113]Briseida Sarasola, Mostepha Redouane Khouadjia, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
Flexible Variable Neighborhood Search in Dynamic Vehicle Routing. EvoApplications (1) 2011: 344-353 - [c112]Malika Mehdi, Jean-Claude Charr, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. GECCO 2011: 513-520 - [c111]Tarek A. El-Ghazawi, Frédéric Pinel, El-Ghazali Talbi, Stéphane Vialle, Pascal Bouvry:
HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges. HPCS 2011 - [c110]Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi:
A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures. HPCS 2011: 456-462 - [c109]Pascal Bouvry, Franciszek Seredynski, El-Ghazali Talbi:
NIDISC Introduction. IPDPS Workshops 2011: 338 - [c108]Mostepha Redouane Khouadjia, Briseida Sarasola, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
Multi-environmental Cooperative Parallel Metaheuristics for Solving Dynamic Optimization Problems. IPDPS Workshops 2011: 395-403 - [c107]Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi:
Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm. IPDPS Workshops 2011: 1806-1814 - [c106]Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi:
Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. IWANN (1) 2011: 401-408 - [c105]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
GPU-Based Multi-start Local Search Algorithms. LION 2011: 321-335 - [p7]Yacine Kessaci, Mohand Mezmaz, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens:
Parallel Evolutionary Algorithms for Energy Aware Scheduling. Intelligent Decision Systems in Large-Scale Distributed Environments 2011: 75-100 - 2010
- [j57]Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi:
Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem. Comput. Oper. Res. 37(6): 1033-1044 (2010) - [j56]Oliver Schütze, Marco Laumanns, Emilia Tantar, Carlos A. Coello Coello, El-Ghazali Talbi:
Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms. Evol. Comput. 18(1): 65-96 (2010) - [j55]Clarisse Dhaenens, Julien Lemesre, El-Ghazali Talbi:
K-PPM: A new exact method to solve multi-objective combinatorial optimization problems. Eur. J. Oper. Res. 200(1): 45-53 (2010) - [j54]José Rui Figueira, Arnaud Liefooghe, El-Ghazali Talbi, Andrzej P. Wierzbicki:
A parallel multiple reference point approach for multi-objective optimization. Eur. J. Oper. Res. 205(2): 390-400 (2010) - [j53]Ali Khanafer, François Clautiaux, El-Ghazali Talbi:
New lower bounds for bin packing problems with conflicts. Eur. J. Oper. Res. 206(2): 281-288 (2010) - [j52]Laetitia Jourdan, El-Ghazali Talbi:
Special Issue on Recent Developments in Bioinspired Algorithms. J. Math. Model. Algorithms 9(2): 129-130 (2010) - [j51]Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Dragos Horvath:
Single- and Multi-Objective Cooperation for the Flexible Docking Problem. J. Math. Model. Algorithms 9(2): 195-208 (2010) - [j50]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
Neighborhood Structures for GPU-Based Local Search Algorithms. Parallel Process. Lett. 20(4): 307-324 (2010) - [c104]Mostepha Redouane Khouadjia, Laetitia Jourdan, El-Ghazali Talbi:
Adaptive particle swarm for solving the Dynamic Vehicle Routing Problem. AICCSA 2010: 1-8 - [c103]Thé Van Luong, Lakhdar Loukil, Nouredine Melab, El-Ghazali Talbi:
A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. AICCSA 2010: 1-8 - [c102]Antonio Mucherino, Carlile Lavor, Leo Liberti, El-Ghazali Talbi:
A parallel version of the Branch & Prune algorithm for the Molecular Distance Geometry Problem. AICCSA 2010: 1-6 - [c101]Mostepha Redouane Khouadjia, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
Multi-Swarm Optimization for Dynamic Combinatorial Problems: A Case Study on Dynamic Vehicle Routing Problem. ANTS Conference 2010: 227-238 - [c100]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
Parallel hybrid evolutionary algorithms on GPU. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c99]Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
Interval-based initialization method for permutation-based problems. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c98]Mohand-Said Mezmaz, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya:
A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c97]Dalia Sulieman, Laetitia Jourdan, El-Ghazali Talbi:
Using multiobjective metaheuristics to solve VRP with uncertain demands. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c96]Salma Mesmoudi, Jorge Tavares, Laetitia Jourdan, El-Ghazali Talbi:
Variable Genetic Operator Search for the Molecular Docking Problem. EvoBIO 2010: 1-12 - [c95]Waldo Cancino Ticona, Laetitia Jourdan, El-Ghazali Talbi, Alexandre C. B. Delbem:
Parallel Multi-Objective Approaches for Inferring Phylogenies. EvoBIO 2010: 26-37 - [c94]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem. EvoCOP 2010: 264-275 - [c93]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
GPU-based island model for evolutionary algorithms. GECCO 2010: 1089-1096 - [c92]Mohand-Said Mezmaz, Yacine Kessaci, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens:
A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan. GRID 2010: 274-281 - [c91]Bilel Derbel, El-Ghazali Talbi:
Radio Network Distributed Algorithms in the Unknown Neighborhood Model. ICDCN 2010: 155-166 - [c90]Bilel Derbel, El-Ghazali Talbi:
Distributed Node Coloring in the SINR Model. ICDCS 2010: 708-717 - [c89]Salim Bitam, Mohamed Batouche, El-Ghazali Talbi:
A survey on bee colony algorithms. IPDPS Workshops 2010: 1-8 - [c88]Thé Van Luong, Nouredine Melab, El-Ghazali Talbi:
Large neighborhood local search optimization on graphics processing units. IPDPS Workshops 2010: 1-8 - [c87]Waldo Cancino Ticona, Laetitia Jourdan, El-Ghazali Talbi, Alexandre C. B. Delbem:
A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference. LION 2010: 196-199 - [p6]Arnaud Liefooghe, Laetitia Jourdan, Thomas Legrand, Jérémie Humeau, El-Ghazali Talbi:
ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization. Advances in Multi-Objective Nature Inspired Computing 2010: 87-117 - [p5]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
A Grid-Based Hybrid Hierarchical Genetic Algorithm for Protein Structure Prediction. Parallel and Distributed Computational Intelligence 2010: 291-319
2000 – 2009
- 2009
- [b1]El-Ghazali Talbi:
Metaheuristics - From Design to Implementation. Wiley 2009, ISBN 978-0-470-27858-1, pp. I-XXIX, 1-593 - [j49]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
An evolutionary algorithm for the vehicle routing problem with route balancing. Eur. J. Oper. Res. 195(3): 761-769 (2009) - [j48]El-Ghazali Talbi, Clarisse Dhaenens:
Cooperative combinatorial optimization. Eur. J. Oper. Res. 199(3): 619 (2009) - [j47]Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi:
Hybridizing exact methods and metaheuristics: A taxonomy. Eur. J. Oper. Res. 199(3): 620-629 (2009) - [j46]Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi:
P2P design and implementation of a parallel branch and bound algorithm for grids. Int. J. Grid Util. Comput. 1(2): 159-168 (2009) - [j45]Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
P2P computing for large tree exploration-based exact optimisation. Int. J. Grid Util. Comput. 1(3): 252-260 (2009) - [j44]José García-Nieto, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis. Inf. Process. Lett. 109(16): 887-896 (2009) - [j43]Luce Brotcorne, Clarisse Dhaenens, Saïd Hanafi, El-Ghazali Talbi:
Articles ROADEF 2006. RAIRO Oper. Res. 43(3): 253 (2009) - [c86]Dragos Horvath, Lorraine Brillet, S. Roy, Sébastien Conilleau, Alexandru-Adrian Tantar, Jean-Charles Boisson, Nouredine Melab, El-Ghazali Talbi:
Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. IEEE Congress on Evolutionary Computation 2009: 247-254 - [c85]Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi:
A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework. MCDM 2009: 88-95 - [c84]Jorge Tavares, Salma Mesmoudi, El-Ghazali Talbi:
On the Efficiency of Local Search Methods for the Molecular Docking Problem. EvoBIO 2009: 104-115 - [c83]Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
Interval island model initialization for permutation-based problems. GECCO 2009: 1919-1920 - [c82]Allani Abderrahim, El-Ghazali Talbi, Khaled Mellouli:
Hybridization of Genetic and Quantum Algorithm for gene selection and classification of Microarray data. IPDPS 2009: 1-8 - [c81]Julio C. Hernandez-Castro, Juan E. Tapiador, Pedro Peris-Lopez, John A. Clark, El-Ghazali Talbi:
Metaheuristic traceability attack against SLMAP, an RFID lightweight authentication protocol. IPDPS 2009: 1-5 - [c80]Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid. IPDPS 2009: 1-8 - [c79]Arnaud Liefooghe, Salma Mesmoudi, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi:
A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization. SLS 2009: 120-124 - [p4]Emilia Tantar, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
Landscape Analysis in Adaptive Metaheuristics for Grid Computing. Parallel Programming, Models and Applications in Grid and P2P Systems 2009: 313-344 - [i2]Jörg Fliege, Nicola Beume, Jürgen Branke, Heinrich Braun, Nirupam Chakraborti, Kalyanmoy Deb, Sabine Helwig, Joshua D. Knowles, Martin Middendorf, Sanaz Mostaghim, Silvia Poles, Daniel E. Salazar Aponte, Shukla Pradymn, El-Ghazali Talbi:
09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round). Hybrid and Robust Approaches to Multiobjective Optimization 2009 - 2008
- [j42]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
Multi-objective vehicle routing problems. Eur. J. Oper. Res. 189(2): 293-309 (2008) - [j41]Enrique Alba, El-Ghazali Talbi, Antonio J. Nebro:
Guest Editorial. J. Heuristics 14(4): 311-312 (2008) - [j40]Oliver Schütze, Marco Laumanns, Carlos A. Coello Coello, Michael Dellnitz, El-Ghazali Talbi:
Convergence of stochastic search algorithms to finite size pareto set approximations. J. Glob. Optim. 41(4): 559-577 (2008) - [j39]Laetitia Jourdan, El-Ghazali Talbi:
Guest Editorial - Special Issue on Metaheuristics. J. Math. Model. Algorithms 7(2): 99-100 (2008) - [j38]Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli:
A Cooperative Search Method for the k-Coloring Problem. J. Math. Model. Algorithms 7(2): 125-142 (2008) - [j37]Guillermo Molina, Enrique Alba, El-Ghazali Talbi:
Optimal Sensor Network Layout Using Multi-Objective Metaheuristics. J. Univers. Comput. Sci. 14(15): 2549-2565 (2008) - [j36]Clarisse Dhaenens, Patrick Siarry, El-Ghazali Talbi:
Editorial. RAIRO Oper. Res. 42(1): 1-2 (2008) - [j35]Mohamed Khabzaoui, Clarisse Dhaenens, El-Ghazali Talbi:
Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery. RAIRO Oper. Res. 42(1): 69-83 (2008) - [j34]Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi:
Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique. Rev. d'Intelligence Artif. 22(2): 183-208 (2008) - [j33]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. Soft Comput. 12(12): 1185-1198 (2008) - [c78]El-Ghazali Talbi, Laetitia Jourdan, José García-Nieto, Enrique Alba:
Comparison of population based metaheuristics for feature selection: Application to microarray data classification. AICCSA 2008: 45-52 - [c77]Emilia Tantar, Clarisse Dhaenens, José Rui Figueira, El-Ghazali Talbi:
A priori landscape analysis in guiding interactive multi-objective metaheuristics. IEEE Congress on Evolutionary Computation 2008: 4104-4111 - [c76]Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Dragos Horvath:
Parallel multi-objective algorithms for the molecular docking problem. CIBCB 2008: 187-194 - [c75]Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. CISIS 2008: 360-365 - [c74]El-Ghazali Talbi, Sanaz Mostaghim, Tatsuya Okabe, Hisao Ishibuchi, Günter Rudolph, Carlos A. Coello Coello:
Parallel Approaches for Multiobjective Optimization. Multiobjective Optimization 2008: 349-372 - [c73]Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi, Edmund K. Burke:
Metaheuristics for the Bi-objective Ring Star Problem. EvoCOP 2008: 206-217 - [c72]Oliver Schütze, Carlos A. Coello Coello, Emilia Tantar, El-Ghazali Talbi:
Computing finite size representations of the set of approximate solutions of an MOP with stochastic search algorithms. GECCO 2008: 713-720 - [c71]Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
The Impact of Local Search on Protein-Ligand Docking Optimization. HIS 2008: 53-58 - [c70]Arnaud Liefooghe, Laetitia Jourdan, Nicolas Jozefowiez, El-Ghazali Talbi:
On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem. Hybrid Metaheuristics 2008: 117-130 - [c69]Laidi Foughali, El-Ghazali Talbi, Mohamed Batouche:
A parallel insular model for location areas planning in mobile networks. IPDPS 2008: 1-8 - [c68]Emilia Tantar, Oliver Schütze, José Rui Figueira, Carlos A. Coello Coello, El-Ghazali Talbi:
Computing and Selecting ε-Efficient Solutions of {0, 1}-Knapsack Problems. MCDM 2008: 379-389 - [c67]Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. PPSN 2008: 589-598 - [e3]Nicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton:
Artificial Evolution, 8th International Conference, Evolution Artificielle, EA 2007, Tours, France, October 29-31, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4926, Springer 2008, ISBN 978-3-540-79304-5 [contents] - [i1]Oliver Schütze, Carlos A. Coello Coello, Emilia Tantar, El-Ghazali Talbi:
Computing a Finite Size Representation of the Set of Approximate Solutions of an MOP. CoRR abs/0804.0581 (2008) - 2007
- [j32]Enrique Alba, El-Ghazali Talbi, Albert Y. Zomaya:
Nature-inspired distributed computing. Comput. Commun. 30(4): 653-655 (2007) - [j31]El-Ghazali Talbi, Sébastien Cahon, Nouredine Melab:
Designing cellular networks using a parallel hybrid metaheuristic on the computational grid. Comput. Commun. 30(4): 698-713 (2007) - [j30]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
The bi-objective covering tour problem. Comput. Oper. Res. 34(7): 1929-1942 (2007) - [j29]Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi:
Parallel partitioning method (PPM): A new exact method to solve bi-objective problems. Comput. Oper. Res. 34(8): 2450-2462 (2007) - [j28]Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi:
An exact parallel method for a bi-objective permutation flowshop problem. Eur. J. Oper. Res. 177(3): 1641-1655 (2007) - [j27]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Benjamin Parent, Dragos Horvath:
A parallel hybrid genetic algorithm for protein structure prediction on the computational grid. Future Gener. Comput. Syst. 23(3): 398-409 (2007) - [j26]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
Target aiming Pareto search and its application to the vehicle routing problem with route balancing. J. Heuristics 13(5): 455-469 (2007) - [j25]El-Ghazali Talbi, Enrique Alba, Albert Y. Zomaya:
Guest Editorial - Applications of Nature Inspired Algorithms. J. Math. Model. Algorithms 6(3): 317-318 (2007) - [j24]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid. J. Math. Model. Algorithms 6(3): 393-409 (2007) - [j23]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
An efficient load balancing strategy for grid-based branch and bound algorithm. Parallel Comput. 33(4-5): 302-313 (2007) - [j22]El-Ghazali Talbi, Benjamin Weinberg:
Breaking the search space symmetry in partitioning problems: An application to the graph coloring problem. Theor. Comput. Sci. 378(1): 78-86 (2007) - [c66]Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi:
A Parallel P2P Branch-and-Bound Algorithm for Computational Grids. CCGRID 2007: 749-754 - [c65]Enrique Alba, José García-Nieto, Laetitia Jourdan, El-Ghazali Talbi:
Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms. IEEE Congress on Evolutionary Computation 2007: 284-290 - [c64]Benjamin Parent, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Dragos Horvath:
Grid-based evolutionary strategies applied to the conformational sampling problem. IEEE Congress on Evolutionary Computation 2007: 291-296 - [c63]El-Ghazali Talbi, Ahcène Bendjoudi, Nouredine Melab:
Parallel Branch and Bound on P2P Systems. CISIS 2007: 271-278 - [c62]Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi:
ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization. EMO 2007: 386-400 - [c61]Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi:
Combinatorial Optimization of Stochastic Multi-objective Problems: An Application to the Flow-Shop Scheduling Problem. EMO 2007: 457-471 - [c60]Oliver Schütze, Laetitia Jourdan, Thomas Legrand, El-Ghazali Talbi, Jean Luc Wojkiewicz:
A Multi-objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding. EMO 2007: 590-603 - [c59]José García-Nieto, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi:
A comparison of PSO and GA approaches for gene selection and classification of microarray data. GECCO 2007: 427 - [c58]Oliver Schütze, Marco Laumanns, Emilia Tantar, Carlos A. Coello Coello, El-Ghazali Talbi:
Convergence of stochastic search algorithms to gap-free pareto front approximations. GECCO 2007: 892-901 - [c57]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
A Grid-enabled Branch and Bound Algorithm for Solving Challenging Combinatorial Optimization Problems. IPDPS 2007: 1-9 - [c56]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
A Comparative Study of Parallel Metaheuristics for Protein Structure Prediction on the Computational Grid. IPDPS 2007: 1-10 - [c55]Oliver Schütze, Carlos A. Coello Coello, El-Ghazali Talbi:
Approximating the epsilon -Efficient Set of an MOP with Stochastic Search Algorithms. MICAI 2007: 128-138 - [c54]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. PDP 2007: 23-30 - [c53]Oliver Schütze, El-Ghazali Talbi, Carlos A. Coello Coello, Luis V. Santana-Quintero, Gregorio Toscano Pulido:
A Memetic PSO Algorithm for Scalar Optimization Problems. SIS 2007: 128-134 - [p3]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi:
Molecular Docking Using Grid Computing. Grid Computing for Bioinformatics and Computational Biology 2007: 179-198 - [e2]El-Ghazali Talbi, Albert Y. Zomaya:
Grid Computing for Bioinformatics and Computational Biology. Wiley series on bioinformatics, Wiley 2007, ISBN 978-0-471-78409-8 [contents] - 2006
- [j21]Raphael Bolze, Franck Cappello, Eddy Caron, Michel J. Daydé, Frédéric Desprez, Emmanuel Jeannot, Yvon Jégou, Stéphane Lanteri, Julien Leduc, Nouredine Melab, Guillaume Mornet, Raymond Namyst, Pascale Primet, Benjamin Quétier, Olivier Richard, El-Ghazali Talbi, Iréa Touche:
Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed. Int. J. High Perform. Comput. Appl. 20(4): 481-494 (2006) - [j20]El-Ghazali Talbi, Vincent Bachelet:
COSEARCH: A Parallel Cooperative Metaheuristic. J. Math. Model. Algorithms 5(1): 5-22 (2006) - [j19]El-Ghazali Talbi, Hervé Meunier:
Hierarchical parallel approach for GSM mobile network design. J. Parallel Distributed Comput. 66(2): 274-290 (2006) - [j18]Nouredine Melab, Sébastien Cahon, El-Ghazali Talbi:
Grid computing for parallel bioinspired algorithms. J. Parallel Distributed Comput. 66(8): 1052-1061 (2006) - [j17]El-Ghazali Talbi, Albert Y. Zomaya:
Grids in bioinformatics and computational biology. J. Parallel Distributed Comput. 66(12): 1481 (2006) - [j16]Nouredine Melab, Mohand-Said Mezmaz, El-Ghazali Talbi:
Parallel cooperative meta-heuristics on the computational grid.: A case study: the bi-objective Flow-Shop problem. Parallel Comput. 32(9): 643-659 (2006) - [c52]Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando:
A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids. AINA (2) 2006: 583-587 - [c51]Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Bernard Toursel:
Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. CCGRID 2006: 43 - [c50]Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando:
Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry. IEEE Congress on Evolutionary Computation 2006: 1412-1419 - [c49]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
Using the Multi-Start and Island Models for Parallel Multi-Objective Optimization on the Computational Grid. e-Science 2006: 112 - [c48]Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
Using Datamining Techniques to Help Metaheuristics: A Short Survey. Hybrid Metaheuristics 2006: 57-69 - [c47]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
A parallel exact hybrid approach for solving multi-objective problems on the computational grid. IPDPS 2006 - [p2]Nouredine Melab, El-Ghazali Talbi, Sébastien Cahon:
On Parallel Evolutionary Algorithms on the Computational Grid. Parallel Evolutionary Computations 2006: 117-132 - [e1]El-Ghazali Talbi, Pierre Liardet, Pierre Collet, Evelyne Lutton, Marc Schoenauer:
Artificial Evolution, 7th International Conference, Evolution Artificielle, EA 2005, Lille, France, October 26-28, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3871, Springer 2006, ISBN 3-540-33589-7 [contents] - 2005
- [j15]Enrique Alba, Fikret Erçal, El-Ghazali Talbi, Albert Y. Zomaya:
Guest editorial: nature-inspired distributed computing. Int. J. Found. Comput. Sci. 16(2): 239-240 (2005) - [j14]Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
Linkage disequilibrium study with a parallel adaptive GA. Int. J. Found. Comput. Sci. 16(2): 241-260 (2005) - [c46]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
Enhancements of NSGA II and Its Application to the Vehicle Routing Problem with Route Balancing. Artificial Evolution 2005: 131-142 - [c45]Jean-Marc Pierson, Lionel Brunie, Clarisse Dhaenens, Abdelkader Hameurlain, Nordine Melab, Maryvonne Miquel, Franck Morvan, El-Ghazali Talbi, Anne Tchounikine:
Grid for Geno-Medicine: a glimpse on the GGM project. CCGRID 2005: 527-528 - [c44]Sébastien Cahon, Nouredine Melab, El-Ghazali Talbi:
An enabling framework for parallel optimization on the computational grid. CCGRID 2005: 702-709 - [c43]Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi:
Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization. EGC 2005: 305-314 - [c42]Matthieu Basseur, Franck Seynhaeve, El-Ghazali Talbi:
Path Relinking in Pareto Multi-objective Genetic Algorithms. EMO 2005: 120-134 - [c41]Sébastien Cahon, Nouredine Melab, El-Ghazali Talbi:
Sélection d'attributs en fouille de données sur grilles. EGC (Ateliers) 2005: 203-208 - [c40]Nouredine Melab, Mohand-Said Mezmaz, El-Ghazali Talbi:
Parallel Hybrid Multi-Objective Island Model in Peer-to-Peer Environment. IPDPS 2005 - [r4]El-Ghazali Talbi, Laetitia Jourdan, Mohamed Khabzaoui, Clarisse Dhaenens:
A Hybrid Evolutionary Algorithm for Knowledge Discovery in Microarray Experiments. Handbook of Bioinspired Algorithms and Applications 2005 - [r3]El-Ghazali Talbi, Nouredine Melab, Sébastien Cahon:
Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics. Handbook of Bioinspired Algorithms and Applications 2005 - [r2]El-Ghazali Talbi, Nouredine Melab, Mohand-Said Mezmaz, B. Wei:
Parallel Hybrid Multiobjective Metaheuristics on P2P Systems. Handbook of Bioinspired Algorithms and Applications 2005 - [r1]El-Ghazali Talbi, Benjamin Weinberg:
A Cooperative Parallel Metaheuristic Applied to the Graph Coloring Problem. Handbook of Bioinspired Algorithms and Applications 2005 - 2004
- [j13]Sébastien Cahon, Nordine Melab, El-Ghazali Talbi:
ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics. J. Heuristics 10(3): 357-380 (2004) - [j12]Albert Y. Zomaya, Fikret Erçal, El-Ghazali Talbi:
Parallel and nature-inspired computational paradigms and applications. Parallel Comput. 30(5-6): 551-552 (2004) - [j11]Sébastien Cahon, Nordine Melab, El-Ghazali Talbi:
Building with ParadisEO reusable parallel and distributed evolutionary algorithms. Parallel Comput. 30(5-6): 677-697 (2004) - [c39]Benjamin Weinberg, El-Ghazali Talbi:
NFL theorem is unusable on structured classes of problems. IEEE Congress on Evolutionary Computation 2004: 220-226 - [c38]Mohamed Khabzaoui, Clarisse Dhaenens, El-Ghazali Talbi:
A multicriteria genetic algorithm to analyze microarray data. IEEE Congress on Evolutionary Computation 2004: 1874-1881 - [c37]Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm. EvoCOP 2004: 220-229 - [c36]Benjamin Weinberg, El-Ghazali Talbi:
On Search Space Symmetry in Partitioning Problems. EvoCOP 2004: 230-240 - [c35]El-Ghazali Talbi, Vincent Bachelet:
COSEARCH: A Parallel Co-evolutionary Metaheuristic. Hybrid Metaheuristics 2004: 127-140 - [c34]Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
A Parallel Adaptive GA for Linkage Disequilibrium in Genomics. IPDPS 2004 - [c33]Matthieu Basseur, Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi:
Cooperation between Branch and Bound and Evolutionary Approaches to Solve a Bi-objective Flow Shop Problem. WEA 2004: 72-86 - 2003
- [c32]Sébastien Cahon, Nordine Melab, El-Ghazali Talbi, Marc Schoenauer:
ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms. Artificial Evolution 2003: 216-228 - [c31]Lionel Brunie, Maryvonne Miquel, Jean-Marc Pierson, Anne Tchounikine, Clarisse Dhaenens, Nouredine Melab, El-Ghazali Talbi, Abdelkader Hameurlain, Franck Morvan:
Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data. DEXA Workshops 2003: 509-515 - [c30]Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm. EvoWorkshops 2003: 66-75 - [c29]Sébastien Cahon, El-Ghazali Talbi, Nordine Melab:
ParadisEO: A Framework for Parallel and Distributed Metaheuristics. IPDPS 2003: 144 - 2002
- [j10]El-Ghazali Talbi:
A Taxonomy of Hybrid Metaheuristics. J. Heuristics 8(5): 541-564 (2002) - [j9]Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi, Sophie Gallina:
A data mining approach to discover genetic and environmental factors involved in multifactorial diseases. Knowl. Based Syst. 15(4): 235-242 (2002) - [j8]Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi:
ASGARD : un algorithme génétique pour les règles d'association. Application à la génomique. Rev. d'Intelligence Artif. 16(6): 657-683 (2002) - [j7]Iskander Kort, El-Ghazali Talbi:
An Experimental Study of Multi-objective Genetic Algorithms. Stud. Inform. Univ. 2(1): 137-156 (2002) - [c28]Matthieu Basseur, Franck Seynhaeve, El-Ghazali Talbi:
Design of multi-objective evolutionary algorithms: application to the flow-shop scheduling problem. IEEE Congress on Evolutionary Computation 2002: 1151-1156 - [c27]Cyril Fonlupt, Sébastien Cahon, Denis Robilliard, El-Ghazali Talbi, Ludovic Duponchel:
Using EAs for Error Prediction in Near Infrared Spectroscopy. EvoWorkshops 2002: 202-209 - [c26]Nordine Melab, Sébastien Cahon, El-Ghazali Talbi, Ludovic Duponchel:
Parallel GA-Based Wrapper Feature Selection for Spectroscopic Data Mining. IPDPS 2002 - [c25]Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing Problem. PPSN 2002: 271-280 - 2001
- [j6]El-Ghazali Talbi, Olivier Roux, Cyril Fonlupt, D. Robillard:
Parallel Ant Colonies for the quadratic assignment problem. Future Gener. Comput. Syst. 17(4): 441-449 (2001) - [c24]Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib:
Scheduling parallel adaptive applications in networks of workstations and clusters of processors. CLUSTER 2001: 116-123 - [c23]El-Ghazali Talbi, Malek Rahoual, Mohamed Hakim Mabed, Clarisse Dhaenens:
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop. EMO 2001: 416-428 - [c22]Benjamin Weinberg, Vincent Bachelet, El-Ghazali Talbi:
A Co-evolutionist Meta-heuristic for the Assignment of the Frequencies in Cellular Networks. EvoWorkshops 2001: 140-149 - [c21]Nordine Melab, El-Ghazali Talbi:
A Parallel Genetic Algorithm for Rule Mining. IPDPS 2001: 133 - [c20]Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib:
Multi-application Scheduling in Networks of Workstations and Clusters of Processors. IWCC 2001: 145-155 - 2000
- [j5]Nordine Melab, El-Ghazali Talbi:
Parallel adaptive computing on meta-systems including NOWs. Parallel Comput. 26(2-3): 267-284 (2000) - [j4]Nouredine Melab, El-Ghazali Talbi, Serge G. Petiton:
A Parallel Adaptive Gauss-Jordan Algorithm. J. Supercomput. 17(2): 167-185 (2000) - [c19]Hervé Meunier, El-Ghazali Talbi, Philippe Reininger:
A multiobjective genetic algorithm for radio network optimization. CEC 2000: 317-324 - [c18]Vincent Bachelet, El-Ghazil Talbi:
COSEARCH: a co-evolutionary metaheuristic. CEC 2000: 1550-1557 - [c17]Vincent Bachelet, El-Ghazali Talbi:
A Parallel Co-evolutionary Metaheuristic. IPDPS Workshops 2000: 628-635
1990 – 1999
- 1999
- [j3]Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib:
Fault Tolerance of Parallel Adaptive Applications in Heterogeneous Systems. Informatica (Slovenia) 23(1) (1999) - [c16]El-Ghazali Talbi, Olivier Roux, Cyril Fonlupt, Denis Robilliard:
Parallel Ant Colonies for Combinatorial Optimization Problems. IPPS/SPDP Workshops 1999: 239-247 - [c15]Nordine Melab, El-Ghazali Talbi, Serge G. Petiton:
A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm. IPPS/SPDP 1999: 350-354 - [c14]Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib:
Building and Scheduling Parallel Adaptive Applications in Heterogeneous Environments. IWCC 1999: 195-201 - [c13]H. Lamehamedi, Amine Bensaid, Djemai Kebbal, El-Ghazali Talbi, Abdelghani Bellaachia:
Adaptive Programming: Application to a Semi Supervised Point Prototype Clustering Algorithm. PDPTA 1999: 2753-2759 - 1998
- [j2]El-Ghazali Talbi, Z. Hafidi, Djemai Kebbal, Jean-Marc Geib:
A fault-tolerant parallel heuristic for assignment problems. Future Gener. Comput. Syst. 14(5-6): 425-438 (1998) - [j1]El-Ghazali Talbi, Z. Hafidi, Jean-Marc Geib:
A parallel adaptive tabu search approach. Parallel Comput. 24(14): 2003-2019 (1998) - [c12]El-Ghazali Talbi, Jean-Marc Geib, Z. Hafidi, Djemai Kebbal:
A Fault-Tolerant Parallel Heuristic for Assignment Problems. IPPS/SPDP Workshops 1998: 306-314 - [c11]David Duvivier, Philippe Preux, Cyril Fonlupt, Denis Robilliard, El-Ghazali Talbi:
The fitness function and its impact on local search methods. SMC 1998: 2478-2483 - 1997
- [c10]Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib:
A New Approach for Checkpointing Parallel Application. PDPTA 1997: 1643-1651 - 1996
- [c9]David Duvivier, Philippe Preux, El-Ghazali Talbi:
Climbing Up NP-Hard Hills. PPSN 1996: 574-583 - [p1]El-Ghazali Talbi, Pierre Bessière:
A Parallel Genetic Algorithm Applied to the Mapping Problem. Applications on Advanced Architecture Computers 1996: 35-43 - 1994
- [c8]A. Elleuch, Rushed Kanawati, Traian Muntean, El-Ghazali Talbi:
Dynamic Load Balancing Mechanisms for a Parallel Operating System Kernel. CONPAR 1994: 866-877 - 1993
- [c7]Pierre Bessière, Juan Manuel Ahuactzin, El-Ghazali Talbi, Emmanuel Mazer:
The "Ariadne's clew" algorithm: global planning with local methods. IROS 1993: 1373-1380 - [c6]Emmanuel Mazer, Juan Manuel Ahuactzin, El-Ghazali Talbi, Pierre Bessière, T. Chatroux:
Parallel Motion Planning with the Ariadne's Clew Algorithm. ISER 1993: 62-74 - [c5]Traian Muntean, Alba Cristina Balaniuk, H. Castro, Robert Despons, A. Elleuch, François Menneteau, Léon Mugwaneza, El-Ghazali Talbi, Philippe Waille:
PAROS: A Generic Multi Virtual Machines Parallel Operating System. PARCO 1993: 319-328 - 1992
- [c4]El-Ghazali Talbi, Pierre Bessière, Juan Manuel Ahuactzin, Emmanuel Mazer:
Parallel Robot Motion Planning in a Dynamic Environment. CONPAR 1992: 835-836 - [c3]Juan Manuel Ahuactzin, El-Ghazali Talbi, Pierre Bessière, Emmanuel Mazer:
Using Genetic Algorithms for Robot Motion Planning. ECAI 1992: 671-675 - 1991
- [c2]Juan Manuel Ahuactzin, El-Ghazali Talbi, Pierre Bessière, Emmanuel Mazer:
Using Genetic Algorithms for Robot Motion Planning. Geometric Reasoning for Perception and Action 1991: 84-93 - [c1]El-Ghazali Talbi, Pierre Bessière:
A parallel genetic algorithm for the graph partitioning problem. ICS 1991: 312-320
Coauthor Index
Bernabé Dorronsoro
aka: Bernabé Dorronsoro Díaz
aka: Bernabé Dorronsoro Díaz
Nouredine Melab
aka: Nordine Melab
aka: Nordine Melab
[j126] [c186] [i15] [c181] [c176] [c173] [i12] [j110] [i10] [i8] [e7] [i5] [c148] [j88] [j87] [j85] [c137] [j82] [j75] [c131] [c130] [c127] [c124] [j69] [j65] [j62] [c119] [c116] [j58] [c114] [c112] [c110] [c107] [c106] [c105] [p7] [j50] [c103] [c100] [c99] [c98] [c94] [c93] [c92] [c88] [p5] [j46] [j45] [c86] [c83] [c80] [p4] [j33] [c75] [c71] [c67] [j31] [j27] [j24] [j23] [c66] [c64] [c63] [c57] [c56] [c54] [p3] [j21] [j18] [j16] [c51] [c49] [c47] [p2] [c45] [c44] [c43] [c41] [c40] [r3] [r2] [j13] [j11] [c32] [c31] [c29] [c26] [c21] [j5] [j4] [c15]
Mohand-Said Mezmaz
aka: Mohand Mezmaz
aka: Mohand Mezmaz
Laetitia Vermeulen-Jourdan
aka: Laetitia Jourdan
aka: Laetitia Jourdan
[j95] [j93] [c153] [c146] [c142] [j77] [j74] [c134] [c128] [p8] [j73] [j72] [j68] [c120] [c117] [j61] [j60] [c115] [c113] [c108] [j57] [j52] [j51] [c104] [c101] [c97] [c96] [c95] [c87] [p6] [j47] [j44] [c85] [c79] [j39] [j34] [c78] [c76] [c73] [c70] [c65] [c62] [c61] [c60] [c59] [c52] [c50] [c48] [j14] [r4] [c37] [c34] [c30] [j9] [j8]
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last updated on 2024-12-17 20:59 CET by the dblp team
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