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Heuristics for Optimization and Learning

Farouk Yalaoui , Lionel Amodeo , El-Ghazali Talbi
Springer, 906, 2021, Studies in Computational Intelligence (SCI), 978-3-030-58932-5. ⟨10.1007/978-3-030-58930-1⟩
Books hal-03261026v1
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Homotopy perturbation technique for improving solutions of large quadratic eigenvalue problems: Application to friction-induced vibration

Jérémy Sadet , Franck Massa , Thierry Tison , Isabelle Turpin , Bertrand Lallemand , et al.
Mechanical Systems and Signal Processing, 2021, 153, pp.107492. ⟨10.1016/j.ymssp.2020.107492⟩
Journal articles hal-03118102v2

The "Ariadne's Clew" Algorithm: Global Planning with Local Methods

Pierre Bessiere , Juan-Manuel Ahuactzin , El-Ghazali Talbi , Emmanuel Mazer
K. Goldberg, D. Halperin, J.C. Latombe & R. Wilson. The Algorithmic Foundations of Robotics, A. K. Peters, Boston, MA, USA, 1995
Book sections hal-00106265v1

Landscape analysis in adaptive metaheuristics for grid computing

Emilia Tantar , Alexandru-Adrian Tantar , Nouredine Melab , El-Ghazali Talbi
F. Xhafa. Parallel Programming, Models and Applications for Grid Computing, IOS Press, pp.313-344, 2009
Book sections hal-00838129v1

A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid

Lakhdar Loukil , Malika Mehdi , Nouredine Melab , El-Ghazali Talbi , Pascal Bouvry
IPDPS 2009. IEEE International Symposium on Parallel & Distributed Processing, May 2009, Rome, Italy. pp.10.1109/IPDPS.2009.5161126
Conference papers hal-00690480v1

Clustering a 2d Pareto Front: P-center Problems Are Solvable in Polynomial Time

Nicolas Dupin , Frank Nielsen , El-Ghazali Talbi
Optimization and Learning, pp.179-191, 2020, ⟨10.1007/978-3-030-41913-4_15⟩
Book sections hal-02480379v1

Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks

Patricia Ruiz , Bernabé Dorronsoro , El-Ghazali Talbi , Pascal Bouvry
Applied Soft Computing, 2015, 32, pp.494-508. ⟨10.1016/j.asoc.2015.04.003⟩
Journal articles hal-01249479v1

A hybrid ILS-VND based hyper-heuristic for permutation flowshop scheduling problem

Hiba Yahyaoui , Saoussen Krichen , Bilel Derbel , El-Ghazali Talbi
KES‘2015 19th Int. Conf. on Knowledge-based and Intelligent Information & Engineering Systems, 2015, Singapour, Singapore. pp.632-641, ⟨10.1016/j.procs.2015.08.199⟩
Conference papers hal-01249486v1

Towards understanding uncertainty in Cloud computing resource provisioning

Andrei Tchernykh , Uwe Schwiegelsohn , Vassil Alexandrov , El-Ghazali Talbi
ICCS‘2015 Int. Conf. on Computational Science, 2015, Reykjavik, Iceland. pp.1772-1781
Conference papers hal-01249505v1

An exact Epsilon constraint method for solving the multi-objective 2D vector packing problem

Nadia Dahmani , Saoussen Krichen , El-Ghazali Talbi
ICMSAO 2017 - 7th International Conference on Modeling Simulation and Applied Optimization, Apr 2017, Sharjah, United Arab Emirates
Conference papers hal-01654730v1

Hybrid multi-objective evolutionary algorithms for the residential demand side management with thermal and electrical loads

Zineb Garroussi , El-Ghazali Talbi , Rachid Ellaia
MIC 2017 - 12th Metaheuristics International Conference, Jul 2017, Barcelone, Spain
Conference papers hal-01654818v1

Conformational sampling and docking on Grids

Alexandru-Adrian Tantar , Nouredine Melab , El-Ghazali Talbi
El-Ghazali Talbi and Albert Y. Zomaya. Grid Computing for Bioinformatics and computational Biology, Wiley-Blackwell, pp.179-198, 2008, Wiley Series in Bioinformatics, 978-0-471-78409-8
Book sections hal-00694493v1
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A Multi-start Local Search Scheduler for an Energy-aware Cloud Manager

Yacine Kessaci , Melab Nouredine , El-Ghazali Talbi
META 2012, Oct 2012, Sousse, Tunisia
Conference papers hal-00749063v1

β-Robustness approach for fuzzy multi-objective problems

Oumayma Bahri , El-Ghazali Talbi , Nahla Benamor
IPMU‘2016 - 16th Int. Conference On Information Processing and Management on Uncertainty in Knowledge-based Systems, 2016, Eindhoeven, Netherlands. pp.225-237, ⟨10.1007/978-3-319-40581-0_19⟩
Conference papers hal-01423494v1

Robust scheduling of nuclear power plant’s maintenances

Nicolas Dupin , El-Ghazali Talbi
MIM‘2016 8th IFAC Conference on Manufacturing Modelling Management and Control, 2016, Troyes, France
Conference papers hal-01423499v1
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Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Christian Rolando
CEC 2006, Jul 2006, Vancouver, Canada
Conference papers inria-00270874v1
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A Parallel Multiple Reference Point Approach for Multi-objective Optimization

José R. Figueira , Arnaud Liefooghe , El-Ghazali Talbi , Andrzej P. Wierzbicki
[Research Report] RR-6938, INRIA. 2009
Reports inria-00385079v1
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Contraintes d'optimisation pour les problèmes d'arbres couvrants sous restrictions

Jérôme Brongniart , Dhaenens Clarisse , El-Ghazali Talbi
Troisièmes Journées Francophones de Programmationpar Contraintes (JFPC07), Jun 2007, Rocquencourt, France
Conference papers inria-00151233v1
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Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi
Evolutionary Computation in Combinatorial Optimization -- {EvoCOP}~2004, Apr 2004, Coimbra, Portugal, pp.220--229
Conference papers inria-00001183v1
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The Ariadne's clew algorithm: Global planning with local methods

Pierre Bessiere , Juan-Manuel Ahuactzin , El-Ghazali Talbi , Emmanuel Mazer
Conference papers hal-00069006v1
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Using genetic algorithms for robot motion planning

Juan-Manuel Ahuactzin , El-Ghazali Talbi , Pierre Bessiere , Emmanuel Mazer
1992, 5 p
Conference papers hal-00069064v1

The "Ariadne's clew" Algorithm: Global planning with local methods

Pierre Bessiere , Juan-Manuel Ahuactzin , El-Ghazali Talbi , Emmanuel Mazer
Conference papers hal-00089274v1

Genetic parallel algorithm: performances and applications

El-Ghazali Talbi , Pierre Bessiere
Conference papers hal-00089352v1
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Parallel Hybrid Evolutionary Algorithms on GPU

Thé Van Luong , Nouredine Melab , El-Ghazali Talbi
IEEE Congress on Evolutionary Computation (CEC), 2010, Barcelone, Spain
Conference papers inria-00520466v1
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A GPU-based Iterated Tabu Search for Solving the Quadratic 3-dimensional Assignment Problem

Thé Van Luong , Nouredine Melab , El-Ghazali Talbi
Workshop on Parallel Optimization in Emerging Computing Environments (POECE) in Conjunction with the International Conference on Computer Systems and Applications (AICCSA), 2010, Hammamet, Tunisia
Conference papers inria-00520468v1
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Radio Network Distributed Algorithms in the Unknown Neighborhood Model

Bilel Derbel , El-Ghazali Talbi
[Research Report] RR-6581, INRIA. 2008, pp.17
Reports inria-00292155v3

Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation

Apostolos Stathakis , Gregoire Danoy , El-Ghazali Talbi , Pascal Bouvry , Gianluigi Morelli
EvoCOP 2014 - European Conference on the Applications of Evolutionary Computation, Apr 2014, Granada, Spain. pp.565-576, ⟨10.1007/978-3-662-45523-4_46⟩
Conference papers hal-01691277v1

Bayesian Optimization of Gaussian Process and Deep Gaussian Process for the optimization of black-box Functions

Jérémy Sadet , Franck Massa , El-Ghazali Talbi , Thierry Tison , Isabelle Massa-Turpin
International Conference in Optimization and Learning (OLA2020), Feb 2020, Cadiz, Spain
Conference papers hal-03432952v1
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A Multi-start Local Search Heuristic for an Energy Efficient VMs Assignment on top of the OpenNebula Cloud Manager

Yacine Kessaci , Melab Nouredine , El-Ghazali Talbi
Future Generation Computer Systems, 2013, 36, pp.237-256. ⟨10.1016/j.future.2013.07.007⟩
Journal articles hal-00924858v1
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CoBRA: A cooperative coevolutionary algorithm for bi-level optimization

François Legillon , Arnaud Liefooghe , El-Ghazali Talbi
CEC 2012 - IEEE Congress on Evolutionary Computation, Jun 2012, Brisbane, Australia. pp.1--8, ⟨10.1109/CEC.2012.6256620⟩
Conference papers hal-00732173v1