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Computing gap-free Pareto front approximations with stochastic search algorithms

 Oliver Schütze , Marco Laumanns , Emilia Tantar , Carlos A. Coello Coello , El-Ghazali Talbi
Evolutionary Computation, 2010, 18 (1), pp.65-96. ⟨10.1162/evco.2010.18.1.18103⟩
Article dans une revue hal-00750950v1
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A Note on Node Coloring in the SINR Model

 Bilel Derbel , El-Ghazali Talbi
[Research Report] RR-7058, INRIA. 2009, pp.15
Rapport inria-00408670v4

Dual heuristics and new lower bounds for the challenge EURO/ROADEF

 Nicolas Dupin , El-Ghazali Talbi
Matheuristics‘2016 6th Int. Workshop on Model-based Metaheuristics, 2016, Brussels, Belgium
Communication dans un congrès hal-01423503v1

Possibilistic framework for multi-objective optimization under uncertainty

 Oumayma Bahri , Nahla Ben Amor , El-Ghazali Talbi
Recent Developments in Metaheuristics, 62, Springer, pp.27-42, 2017, Operations Research/Computer Science Interfaces Series - ORCS, 978-3-319-58252-8. ⟨10.1007/978-3-319-58253-5_2⟩
Chapitre d'ouvrage hal-01654714v1

Matheuristics for the discrete unit committment problem with min-stop ramping constraints

 Nicolas Dupin , El-Ghazali Talbi
Matheuristics‘2016 6th Int. Workshop on Model-based Metaheuristics, 2016, Brussels, Belgium
Communication dans un congrès hal-01423502v1
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On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems

 Arnaud Liefooghe , Jérémie Humeau , Salma Mesmoudi , Laetitia Jourdan , El-Ghazali Talbi
Journal of Heuristics, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩
Article dans une revue istex hal-00628215v2
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On optimizing a bi-objective flowshop scheduling problem in uncertain environment

 Arnaud Liefooghe , Matthieu Basseur , Jérémie Humeau , Laetitia Jourdan , El-Ghazali Talbi
Computers & Mathematics with Applications, 2012, 64 (2), pp.3747-3762. ⟨10.1016/j.camwa.2012.02.051⟩
Article dans une revue hal-00676627v1

Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning

 Florian Felten , Grégoire Danoy , El-Ghazali Talbi , Pascal Bouvry
14th International Conference on Agents and Artificial Intelligence, Feb 2022, Online Streaming, France. pp.662-673, ⟨10.5220/0010989100003116⟩
Communication dans un congrès hal-03708802v1

Peer to peer computing for large tree exploration-based exact optimization

 Malika Mehdi , Mohand Mezmaz , Pascal Bouvry , Nouredine Melab , El-Ghazali Talbi
International Journal of Grid and Utility Computing, 2009, 1 (3), pp.252-260. ⟨10.1504/IJGUC.2009.027652⟩
Article dans une revue hal-00836778v1
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A Pareto-based GA for Scheduling HPC Applications on Distributed Cloud Infrastructures

 Yacine Kessaci , Nouredine Melab , El-Ghazali Talbi
HPCS, Jul 2011, Istanbul, Turkey
Communication dans un congrès inria-00637752v1
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GPU-based Approaches for Multiobjective Local Search Algorithms. A Case Study: the Flowshop Scheduling Problem

 Thé Van Luong , Nouredine Melab , El-Ghazali Talbi
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, 2011, Torino, Italy
Communication dans un congrès inria-00638811v1
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GPU-based Multi-start Local Search Algorithms

 Thé Van Luong , Nouredine Melab , El-Ghazali Talbi
Learning and Intelligent Optimization, 2011, Rome, Italy
Communication dans un congrès inria-00638813v1

A parallel insular model for location areas planning in mobile networks

 Laidi Foughali , El-Ghazali Talbi , Mohamed Batouche
NIDISC'2008 Nature Inspired Distributed Computing Workshop in conjunction with IEEE Int. Symposium on Parallel and Distributed Processing IPDPS'2008, Apr 2009, Miami, United States
Communication dans un congrès hal-00837539v1

A possibilistic framework for solving multi-objective problems under uncertainty

 Oumayma Bahri , Nahla Ben Amor , El-Ghazali Talbi
IEEE NIDISC Workshop on Nature Inspired Computing, May 2013, Boston, United States
Communication dans un congrès hal-00837569v1

Metaheuristics: A unified view

 El-Ghazali Talbi
Keynote speaker: IESM'2011 Int. Conf. on Industrial Engineering and Systems Management, May 2011, Metz, France
Communication dans un congrès hal-00837575v1
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Coloring based Hierarchical Routing Approach

 Dhoha Ghrab , Bilel Derbel , Imen Jemili , Amine Dhraief , Abdelfettah Belghith , et al.
The 4th International Conference on Ambient Systems, Networks and Technologies, Jun 2013, Halifax, Canada
Communication dans un congrès hal-00782013v1
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A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids

 Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Christian Rolando
AINA 2006, HIPCOMB Workshop, Apr 2006, Vienne, Austria
Communication dans un congrès inria-00270867v1

Using genetic algorithms for robot motion planning

 Juan-Manuel Ahuactzin , Emmanuel Mazer , Pierre Bessiere , El-Ghazali Talbi
Lectures Notes in Computer Science 708, Geometric Reasoning for perception and action, Springer-Verlag, 1993
Chapitre d'ouvrage hal-00106272v1

The Ariadne's clew algorithm; From Animal to Animats

 Emmanuel Mazer , Juan-Manuel Ahuactzin , El-Ghazali Talbi , Pierre Bessiere
1992
Communication dans un congrès hal-00089346v1

A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference

 Waldo Cancino , Laetitia Jourdan , El-Ghazali Talbi , Alexandre Delbem
Learning and Intelligent Optimization LION 4, LNCS No.3410, 2010, Venise, Italy. pp.196-199, ⟨10.1007/978-3-642-13800-3_17⟩
Communication dans un congrès istex inria-00522658v1

P2P B&B and GA for the flow-shop scheduling problem

 Ahcène Bendjoudi , Samir Guerdah , Madjid Mansoura , Nouredine Melab , El-Ghazali Talbi
Springer. Metaheuristics for Scheduling in Distributed Computing Environments, 146, Springer, pp.301-321, 2008, Studies in Computational Intelligence, ⟨10.1007/978-3-540-69277-5_11⟩
Chapitre d'ouvrage istex hal-00690360v1

Multi-Swarm optimization for dynamic combinatorial problems: A case study on dynamic vehicle routing problem

 Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
Ants 2010: Seventh International Conference on Swarm Intelligence, Sep 2010, Bruxelles, Belgium. pp.227-238, ⟨10.1007/978-3-642-15461-4_20⟩
Communication dans un congrès istex hal-00690620v1
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Parallel Hyperparameter Optimization Of Spiking Neural Networks

 Thomas Firmin , Pierre Boulet , El-Ghazali Talbi
2023
Pré-publication, Document de travail hal-04464394v1

Parallel Beam Search for Combinatorial Optimization

 Nikolaus Frohner , Jan Gmys , Nouredine Melab , Günter Raidl , El-Ghazali Talbi
International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022), Aug 2022, Bordeaux, France
Communication dans un congrès hal-03773423v1
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Bayesian Optimization using Deep Gaussian Processes

 Ali Hebbal , Loic Brevault , Mathieu Balesdent , El-Ghazali Talbi , Nouredine Melab
2020
Pré-publication, Document de travail hal-02924230v1
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A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework

 Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
IEEE Symposium on Computational intelligence in Multi-Criteria Decision-Making (IEEE~MCDM 2009), Mar 2009, Nashville, United States. pp.88-95, ⟨10.1109/SSCI.2016.7850229⟩
Communication dans un congrès hal-00763710v1

An analysis of dynamic mutation operators for conformational sampling

 Alexandru-Adrian Tantar , Nouredine Melab , El-Ghazali Talbi
A. Lewis and S. Mostaghim and M. Randall. Biologically-inspired Optimization Methods, Springer, pp.291-323, 2009
Chapitre d'ouvrage hal-00838123v1

Artificial Evolution 8th International Conference, Évolution Artificielle

 Nicolas Monmarché , El-Ghazali Talbi , Pierre Collet , Marc Schoenauer , Evelyne Lutton
LNCS - Springer, 2008, ⟨10.1007/978-3-540-79305-2⟩
Ouvrages hal-01067807v1
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms

 Jérémie Humeau , Arnaud Liefooghe , El-Ghazali Talbi , Sébastien Verel
[Research Report] RR-7871, INRIA. 2013
Rapport hal-00665421v2
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Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique

 Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2008, 22 (2), pp.183--208
Article dans une revue inria-00269981v1
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