A parallel genetic algorithm for the graph partitioning problem. - El-Ghazali Talbi; Pierre Bessière (ICS, 1991)

Parallel Robot Motion Planning in a Dynamic Environment. - El-Ghazali Talbi; Pierre Bessière; Juan Manuel Ahuactzin; Emmanuel Mazer (CONPAR, 1992)

Using Genetic Algorithms for Robot Motion Planning. - Juan Manuel Ahuactzin; El-Ghazali Talbi; Pierre Bessière; Emmanuel Mazer (ECAI, 1992)

The "Ariadne's clew" algorithm: global planning with local methods. - Pierre Bessière; Juan Manuel Ahuactzin; El-Ghazali Talbi; Emmanuel Mazer (IROS, 1993)

Parallel Motion Planning with the Ariadne's Clew Algorithm. - Emmanuel Mazer; Juan Manuel Ahuactzin; El-Ghazali Talbi; Pierre Bessière; T. Chatroux (ISER, 1993)

PAROS: A Generic Multi Virtual Machines Parallel Operating System. - Traian Muntean; Alba Cristina Balaniuk; H. Castro; Robert Despons; A. Elleuch; François Menneteau; Léon Mugwaneza; El-Ghazali Talbi; Philippe Waille (PARCO, 1993)

Dynamic Load Balancing Mechanisms for a Parallel Operating System Kernel. - A. Elleuch; Rushed Kanawati; Traian Muntean; El-Ghazali Talbi (CONPAR, 1994)

A Parallel Genetic Algorithm Applied to the Mapping Problem. - El-Ghazali Talbi; Pierre Bessière (Applications on Advanced Architecture Computers, 1996)

Climbing Up NP-Hard Hills. - David Duvivier; Philippe Preux; El-Ghazali Talbi (PPSN, 1996)

A New Approach for Checkpointing Parallel Application. - Djemai Kebbal; El-Ghazali Talbi; Jean-Marc Geib (PDPTA, 1997)

The fitness function and its impact on local search methods. - David Duvivier; Philippe Preux; Cyril Fonlupt; Denis Robilliard; El-Ghazali Talbi (SMC, 1998)

A fault-tolerant parallel heuristic for assignment problems. - El-Ghazali Talbi; Z. Hafidi; Djemai Kebbal; Jean-Marc Geib (Future Gener. Comput. Syst., 1998)

A parallel adaptive tabu search approach. - El-Ghazali Talbi; Z. Hafidi; Jean-Marc Geib (Parallel Comput., 1998)

A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm. - Nordine Melab; El-Ghazali Talbi; Serge G. Petiton (IPPS/SPDP, 1999)

Parallel Ant Colonies for Combinatorial Optimization Problems. - El-Ghazali Talbi; Olivier Roux 001; Cyril Fonlupt; Denis Robilliard (IPPS/SPDP Workshops, 1999)

Building and Scheduling Parallel Adaptive Applications in Heterogeneous Environments. - Djemai Kebbal; El-Ghazali Talbi; Jean-Marc Geib (IWCC, 1999)

Adaptive Programming: Application to a Semi Supervised Point Prototype Clustering Algorithm. - H. Lamehamedi; Amine Bensaid; Djemai Kebbal; El-Ghazali Talbi; Abdelghani Bellaachia (PDPTA, 1999)

Fault Tolerance of Parallel Adaptive Applications in Heterogeneous Systems. - Djemai Kebbal; El-Ghazali Talbi; Jean-Marc Geib (Informatica (Slovenia), 1999)

COSEARCH: a co-evolutionary metaheuristic. - Vincent Bachelet; El-Ghazil Talbi (CEC, 2000)

A multiobjective genetic algorithm for radio network optimization. - Hervé Meunier; El-Ghazali Talbi; Philippe Reininger (CEC, 2000)

A Parallel Co-evolutionary Metaheuristic. - Vincent Bachelet; El-Ghazali Talbi (IPDPS Workshops, 2000)

Parallel adaptive computing on meta-systems including NOWs. - Nordine Melab; El-Ghazali Talbi (Parallel Comput., 2000)

A Parallel Adaptive Gauss-Jordan Algorithm. - Nouredine Melab; El-Ghazali Talbi; Serge G. Petiton (J. Supercomput., 2000)

Scheduling parallel adaptive applications in networks of workstations and clusters of processors. - Djemai Kebbal; El-Ghazali Talbi; Jean-Marc Geib (CLUSTER, 2001)

A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop. - El-Ghazali Talbi; Malek Rahoual; Mohamed Hakim Mabed; Clarisse Dhaenens (EMO, 2001)

A Co-evolutionist Meta-heuristic for the Assignment of the Frequencies in Cellular Networks. - Benjamin Weinberg; Vincent Bachelet; El-Ghazali Talbi (EvoWorkshops, 2001)

A Parallel Genetic Algorithm for Rule Mining. - Nordine Melab; El-Ghazali Talbi (IPDPS, 2001)

Multi-application Scheduling in Networks of Workstations and Clusters of Processors. - Djemai Kebbal; El-Ghazali Talbi; Jean-Marc Geib (IWCC, 2001)

Parallel Ant Colonies for the quadratic assignment problem. - El-Ghazali Talbi; Olivier Roux 001; Cyril Fonlupt; D. Robillard (Future Gener. Comput. Syst., 2001)

Design of multi-objective evolutionary algorithms: application to the flow-shop scheduling problem. - Matthieu Basseur; Franck Seynhaeve; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2002)

Using EAs for Error Prediction in Near Infrared Spectroscopy. - Cyril Fonlupt; Sébastien Cahon; Denis Robilliard; El-Ghazali Talbi; Ludovic Duponchel (EvoWorkshops, 2002)

Parallel GA-Based Wrapper Feature Selection for Spectroscopic Data Mining. - Nordine Melab; Sébastien Cahon; El-Ghazali Talbi; Ludovic Duponchel (IPDPS, 2002)

Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing Problem. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (PPSN, 2002)

A Taxonomy of Hybrid Metaheuristics. - El-Ghazali Talbi (J. Heuristics, 2002)

A data mining approach to discover genetic and environmental factors involved in multifactorial diseases. - Laetitia Jourdan; Clarisse Dhaenens; El-Ghazali Talbi; Sophie Gallina (Knowl. Based Syst., 2002)

ASGARD : un algorithme génétique pour les règles d'association. Application à la génomique. - Laetitia Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (Rev. d'Intelligence Artif., 2002)

An Experimental Study of Multi-objective Genetic Algorithms. - Iskander Kort; El-Ghazali Talbi (Stud. Inform. Univ., 2002)

ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi; Marc Schoenauer (Artificial Evolution, 2003)

Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data. - Lionel Brunie; Maryvonne Miquel; Jean-Marc Pierson; Anne Tchounikine; Clarisse Dhaenens; Nouredine Melab; El-Ghazali Talbi; Abdelkader Hameurlain; Franck Morvan (DEXA Workshops, 2003)

Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm. - Laetitia Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (EvoWorkshops, 2003)

ParadisEO: A Framework for Parallel and Distributed Metaheuristics. - Sébastien Cahon; El-Ghazali Talbi; Nordine Melab (IPDPS, 2003)

A multicriteria genetic algorithm to analyze microarray data. - Mohamed Khabzaoui; Clarisse Dhaenens; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2004)

NFL theorem is unusable on structured classes of problems. - Benjamin Weinberg; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2004)

Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm. - Laetitia Vermeulen-Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (EvoCOP, 2004)

On Search Space Symmetry in Partitioning Problems. - Benjamin Weinberg; El-Ghazali Talbi (EvoCOP, 2004)

COSEARCH: A Parallel Co-evolutionary Metaheuristic. - El-Ghazali Talbi; Vincent Bachelet (Hybrid Metaheuristics, 2004)

A Parallel Adaptive GA for Linkage Disequilibrium in Genomics. - Laetitia Vermeulen-Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (IPDPS, 2004)

Cooperation between Branch and Bound and Evolutionary Approaches to Solve a Bi-objective Flow Shop Problem. - Matthieu Basseur; Julien Lemesre; Clarisse Dhaenens; El-Ghazali Talbi (WEA, 2004)

ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi (J. Heuristics, 2004)

Building with ParadisEO reusable parallel and distributed evolutionary algorithms. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi (Parallel Comput., 2004)

Parallel and nature-inspired computational paradigms and applications. - Albert Y. Zomaya; Fikret Erçal; El-Ghazali Talbi (Parallel Comput., 2004)

Enhancements of NSGA II and Its Application to the Vehicle Routing Problem with Route Balancing. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (Artificial Evolution, 2005)

An enabling framework for parallel optimization on the computational grid. - Sébastien Cahon; Nouredine Melab; El-Ghazali Talbi (CCGRID, 2005)

Grid for Geno-Medicine: a glimpse on the GGM project. - Jean-Marc Pierson; Lionel Brunie; Clarisse Dhaenens; Abdelkader Hameurlain; Nordine Melab; Maryvonne Miquel; Franck Morvan; El-Ghazali Talbi; Anne Tchounikine (CCGRID, 2005)

Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (EGC, 2005)

Path Relinking in Pareto Multi-objective Genetic Algorithms. - Matthieu Basseur; Franck Seynhaeve; El-Ghazali Talbi (EMO, 2005)

Sélection d'attributs en fouille de données sur grilles. - Sébastien Cahon; Nouredine Melab; El-Ghazali Talbi (EGC (Ateliers), 2005)

Parallel Hybrid Multi-Objective Island Model in Peer-to-Peer Environment. - Nouredine Melab; Mohand-Said Mezmaz; El-Ghazali Talbi (IPDPS, 2005)

Guest editorial: nature-inspired distributed computing. - Enrique Alba 001; Fikret Erçal; El-Ghazali Talbi; Albert Y. Zomaya (Int. J. Found. Comput. Sci., 2005)

Linkage disequilibrium study with a parallel adaptive GA. - Laetitia Vermeulen-Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (Int. J. Found. Comput. Sci., 2005)

A Hybrid Evolutionary Algorithm for Knowledge Discovery in Microarray Experiments. - El-Ghazali Talbi; Laetitia Jourdan; Mohamed Khabzaoui; Clarisse Dhaenens (Handbook of Bioinspired Algorithms and Applications, 2005)

Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics. - El-Ghazali Talbi; Nouredine Melab; Sébastien Cahon (Handbook of Bioinspired Algorithms and Applications, 2005)

Parallel Hybrid Multiobjective Metaheuristics on P2P Systems. - El-Ghazali Talbi; Nouredine Melab; Mohand-Said Mezmaz; B. Wei (Handbook of Bioinspired Algorithms and Applications, 2005)

A Cooperative Parallel Metaheuristic Applied to the Graph Coloring Problem. - El-Ghazali Talbi; Benjamin Weinberg (Handbook of Bioinspired Algorithms and Applications, 2005)

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 (2), 2006)

Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Bernard Toursel (CCGRID, 2006)

Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry. - Jean-Charles Boisson; Laetitia Jourdan; El-Ghazali Talbi; Christian Rolando (IEEE Congress on Evolutionary Computation, 2006)

Using the Multi-Start and Island Models for Parallel Multi-Objective Optimization on the Computational Grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (e-Science, 2006)

Using Datamining Techniques to Help Metaheuristics: A Short Survey. - Laetitia Jourdan; Clarisse Dhaenens; El-Ghazali Talbi (Hybrid Metaheuristics, 2006)

A parallel exact hybrid approach for solving multi-objective problems on the computational grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2006)

Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed. - 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; et al. (Int. J. High Perform. Comput. Appl., 2006)

COSEARCH: A Parallel Cooperative Metaheuristic. - El-Ghazali Talbi; Vincent Bachelet (J. Math. Model. Algorithms, 2006)

Grid computing for parallel bioinspired algorithms. - Nouredine Melab; Sébastien Cahon; El-Ghazali Talbi (J. Parallel Distributed Comput., 2006)

Hierarchical parallel approach for GSM mobile network design. - El-Ghazali Talbi; Hervé Meunier (J. Parallel Distributed Comput., 2006)

Grids in bioinformatics and computational biology. - El-Ghazali Talbi; Albert Y. Zomaya (J. Parallel Distributed Comput., 2006)

Parallel cooperative meta-heuristics on the computational grid.: A case study: the bi-objective Flow-Shop problem. - Nouredine Melab; Mohand-Said Mezmaz; El-Ghazali Talbi (Parallel Comput., 2006)

On Parallel Evolutionary Algorithms on the Computational Grid. - Nouredine Melab; El-Ghazali Talbi; Sébastien Cahon (Parallel Evolutionary Computations, 2006)

Molecular Docking Using Grid Computing. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Grid Computing for Bioinformatics and Computational Biology, 2007)

A Parallel P2P Branch-and-Bound Algorithm for Computational Grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (CCGRID, 2007)

Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms. - Enrique Alba 001; José García-Nieto; Laetitia Jourdan; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2007)

Grid-based evolutionary strategies applied to the conformational sampling problem. - Benjamin Parent; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Dragos Horvath (IEEE Congress on Evolutionary Computation, 2007)

Parallel Branch and Bound on P2P Systems. - El-Ghazali Talbi; Ahcène Bendjoudi; Nouredine Melab (CISIS, 2007)

ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization. - Arnaud Liefooghe; Matthieu Basseur; Laetitia Jourdan; El-Ghazali Talbi (EMO, 2007)

Combinatorial Optimization of Stochastic Multi-objective Problems: An Application to the Flow-Shop Scheduling Problem. - Arnaud Liefooghe; Matthieu Basseur; Laetitia Jourdan; El-Ghazali Talbi (EMO, 2007)

A Multi-objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding. - Oliver Schütze 001; Laetitia Jourdan; Thomas Legrand; El-Ghazali Talbi; Jean Luc Wojkiewicz (EMO, 2007)

A comparison of PSO and GA approaches for gene selection and classification of microarray data. - José García-Nieto; Enrique Alba 001; Laetitia Jourdan; El-Ghazali Talbi (GECCO, 2007)

Convergence of stochastic search algorithms to gap-free pareto front approximations. - Oliver Schütze 001; Marco Laumanns; Emilia Tantar; Carlos A. Coello Coello; El-Ghazali Talbi (GECCO, 2007)

A Grid-enabled Branch and Bound Algorithm for Solving Challenging Combinatorial Optimization Problems. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2007)

A Comparative Study of Parallel Metaheuristics for Protein Structure Prediction on the Computational Grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2007)

Approximating the epsilon -Efficient Set of an MOP with Stochastic Search Algorithms. - Oliver Schütze 001; Carlos A. Coello Coello; El-Ghazali Talbi (MICAI, 2007)

A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (PDP, 2007)

A Memetic PSO Algorithm for Scalar Optimization Problems. - Oliver Schütze 001; El-Ghazali Talbi; Carlos A. Coello Coello; Luis V. Santana-Quintero; Gregorio Toscano Pulido (SIS, 2007)

Nature-inspired distributed computing. - Enrique Alba 001; El-Ghazali Talbi; Albert Y. Zomaya (Comput. Commun., 2007)

Designing cellular networks using a parallel hybrid metaheuristic on the computational grid. - El-Ghazali Talbi; Sébastien Cahon; Nouredine Melab (Comput. Commun., 2007)

The bi-objective covering tour problem. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (Comput. Oper. Res., 2007)

Parallel partitioning method (PPM): A new exact method to solve bi-objective problems. - Julien Lemesre; Clarisse Dhaenens; El-Ghazali Talbi (Comput. Oper. Res., 2007)

An exact parallel method for a bi-objective permutation flowshop problem. - Julien Lemesre; Clarisse Dhaenens; El-Ghazali Talbi (Eur. J. Oper. Res., 2007)

A parallel hybrid genetic algorithm for protein structure prediction on the computational grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Benjamin Parent; Dragos Horvath (Future Gener. Comput. Syst., 2007)

Target aiming Pareto search and its application to the vehicle routing problem with route balancing. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (J. Heuristics, 2007)

Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (J. Math. Model. Algorithms, 2007)

Guest Editorial - Applications of Nature Inspired Algorithms. - El-Ghazali Talbi; Enrique Alba 001; Albert Y. Zomaya (J. Math. Model. Algorithms, 2007)

An efficient load balancing strategy for grid-based branch and bound algorithm. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (Parallel Comput., 2007)

Breaking the search space symmetry in partitioning problems: An application to the graph coloring problem. - El-Ghazali Talbi; Benjamin Weinberg (Theor. Comput. Sci., 2007)

Comparison of population based metaheuristics for feature selection: Application to microarray data classification. - El-Ghazali Talbi; Laetitia Jourdan; José García-Nieto; Enrique Alba 001 (AICCSA, 2008)

A priori landscape analysis in guiding interactive multi-objective metaheuristics. - Emilia Tantar; Clarisse Dhaenens; José Rui Figueira; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2008)

Parallel multi-objective algorithms for the molecular docking problem. - Jean-Charles Boisson; Laetitia Jourdan; El-Ghazali Talbi; Dragos Horvath (CIBCB, 2008)

An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. - Malika Mehdi; Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (CISIS, 2008)

Parallel Approaches for Multiobjective Optimization. - El-Ghazali Talbi; Sanaz Mostaghim; Tatsuya Okabe; Hisao Ishibuchi; Günter Rudolph; Carlos A. Coello Coello (Multiobjective Optimization, 2008)

Metaheuristics for the Bi-objective Ring Star Problem. - Arnaud Liefooghe; Laetitia Jourdan; Matthieu Basseur; El-Ghazali Talbi; Edmund K. Burke (EvoCOP, 2008)

Computing finite size representations of the set of approximate solutions of an MOP with stochastic search algorithms. - Oliver Schütze 001; Carlos A. Coello Coello; Emilia Tantar; El-Ghazali Talbi (GECCO, 2008)

The Impact of Local Search on Protein-Ligand Docking Optimization. - Jorge Tavares; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (HIS, 2008)

On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem. - Arnaud Liefooghe; Laetitia Jourdan; Nicolas Jozefowiez; El-Ghazali Talbi (Hybrid Metaheuristics, 2008)

A parallel insular model for location areas planning in mobile networks. - Laidi Foughali; El-Ghazali Talbi; Mohamed Batouche (IPDPS, 2008)

Computing and Selecting ε-Efficient Solutions of {0, 1}-Knapsack Problems. - Emilia Tantar; Oliver Schütze 001; José Rui Figueira; Carlos A. Coello Coello; El-Ghazali Talbi (MCDM, 2008)

The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. - Jorge Tavares; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (PPSN, 2008)

Computing a Finite Size Representation of the Set of Approximate Solutions of an MOP - Oliver Schütze 001; Carlos A. Coello Coello; Emilia Tantar; El-Ghazali Talbi (CoRR, 2008)

Multi-objective vehicle routing problems. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (Eur. J. Oper. Res., 2008)

Guest Editorial. - Enrique Alba 001; El-Ghazali Talbi; Antonio J. Nebro (J. Heuristics, 2008)

Convergence of stochastic search algorithms to finite size pareto set approximations. - Oliver Schütze 001; Marco Laumanns; Carlos A. Coello Coello; Michael Dellnitz; El-Ghazali Talbi (J. Glob. Optim., 2008)

A Cooperative Search Method for the k-Coloring Problem. - Hend Bouziri; El-Ghazali Talbi; Khaled Mellouli (J. Math. Model. Algorithms, 2008)

Guest Editorial - Special Issue on Metaheuristics. - Laetitia Jourdan; El-Ghazali Talbi (J. Math. Model. Algorithms, 2008)

Optimal Sensor Network Layout Using Multi-Objective Metaheuristics. - Guillermo Molina; Enrique Alba 001; El-Ghazali Talbi (J. Univers. Comput. Sci., 2008)

Editorial. - Clarisse Dhaenens; Patrick Siarry; El-Ghazali Talbi (RAIRO Oper. Res., 2008)

Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery. - Mohamed Khabzaoui; Clarisse Dhaenens; El-Ghazali Talbi (RAIRO Oper. Res., 2008)

Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique. - Arnaud Liefooghe; Laetitia Jourdan; Matthieu Basseur; El-Ghazali Talbi (Rev. d'Intelligence Artif., 2008)

A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Soft Comput., 2008)

Metaheuristics - From Design to Implementation. - El-Ghazali Talbi (Wiley, 2009)

Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. - Dragos Horvath; Lorraine Brillet; S. Roy; Sébastien Conilleau; Alexandru-Adrian Tantar; Jean-Charles Boisson; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2009)

A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework. - Arnaud Liefooghe; Laetitia Jourdan; El-Ghazali Talbi (MCDM, 2009)

09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round). - 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; et al. (Hybrid and Robust Approaches to Multiobjective Optimization, 2009)

On the Efficiency of Local Search Methods for the Molecular Docking Problem. - Jorge Tavares; Salma Mesmoudi; El-Ghazali Talbi (EvoBIO, 2009)

Interval island model initialization for permutation-based problems. - Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (GECCO, 2009)

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)

A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization. - Arnaud Liefooghe; Salma Mesmoudi; Jérémie Humeau; Laetitia Jourdan; El-Ghazali Talbi (SLS, 2009)

Hybridizing exact methods and metaheuristics: A taxonomy. - Laetitia Jourdan; Matthieu Basseur; El-Ghazali Talbi (Eur. J. Oper. Res., 2009)

An evolutionary algorithm for the vehicle routing problem with route balancing. - Nicolas Jozefowiez; Frédéric Semet; El-Ghazali Talbi (Eur. J. Oper. Res., 2009)

Cooperative combinatorial optimization. - El-Ghazali Talbi; Clarisse Dhaenens (Eur. J. Oper. Res., 2009)

P2P design and implementation of a parallel branch and bound algorithm for grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (Int. J. Grid Util. Comput., 2009)

P2P computing for large tree exploration-based exact optimisation. - Malika Mehdi; Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (Int. J. Grid Util. Comput., 2009)

Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis. - José García-Nieto; Enrique Alba 001; Laetitia Jourdan; El-Ghazali Talbi (Inf. Process. Lett., 2009)

Articles ROADEF 2006. - Luce Brotcorne; Clarisse Dhaenens; Saïd Hanafi; El-Ghazali Talbi (RAIRO Oper. Res., 2009)

Landscape Analysis in Adaptive Metaheuristics for Grid Computing. - Emilia Tantar; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Parallel Programming, Models and Applications in Grid and P2P Systems, 2009)

Adaptive particle swarm for solving the Dynamic Vehicle Routing Problem. - Mostepha Redouane Khouadjia; Laetitia Jourdan; El-Ghazali Talbi (AICCSA, 2010)

A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. - Thé Van Luong; Lakhdar Loukil; Nouredine Melab; El-Ghazali Talbi (AICCSA, 2010)

A parallel version of the Branch & Prune algorithm for the Molecular Distance Geometry Problem. - Antonio Mucherino; Carlile Lavor; Leo Liberti; El-Ghazali Talbi (AICCSA, 2010)

Multi-Swarm Optimization for Dynamic Combinatorial Problems: A Case Study on Dynamic Vehicle Routing Problem. - Mostepha Redouane Khouadjia; Enrique Alba 001; Laetitia Jourdan; El-Ghazali Talbi (ANTS Conference, 2010)

Parallel hybrid evolutionary algorithms on GPU. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2010)

Interval-based initialization method for permutation-based problems. - Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (IEEE Congress on Evolutionary Computation, 2010)

A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. - Mohand-Said Mezmaz; Young Choon Lee; Nouredine Melab; El-Ghazali Talbi; Albert Y. Zomaya (IEEE Congress on Evolutionary Computation, 2010)

Using multiobjective metaheuristics to solve VRP with uncertain demands. - Dalia Sulieman; Laetitia Jourdan; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2010)

Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (EvoCOP, 2010)

Variable Genetic Operator Search for the Molecular Docking Problem. - Salma Mesmoudi; Jorge Tavares; Laetitia Jourdan; El-Ghazali Talbi (EvoBIO, 2010)

Parallel Multi-Objective Approaches for Inferring Phylogenies. - Waldo Cancino Ticona; Laetitia Jourdan; El-Ghazali Talbi; Alexandre C. B. Delbem (EvoBIO, 2010)

GPU-based island model for evolutionary algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (GECCO, 2010)

A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan. - Mohand-Said Mezmaz; Yacine Kessaci; Young Choon Lee; Nouredine Melab; El-Ghazali Talbi; Albert Y. Zomaya; Daniel Tuyttens (GRID, 2010)

Radio Network Distributed Algorithms in the Unknown Neighborhood Model. - Bilel Derbel; El-Ghazali Talbi (ICDCN, 2010)

Distributed Node Coloring in the SINR Model. - Bilel Derbel; El-Ghazali Talbi (ICDCS, 2010)

A survey on bee colony algorithms. - Salim Bitam; Mohamed Batouche; El-Ghazali Talbi (IPDPS Workshops, 2010)

Large neighborhood local search optimization on graphics processing units. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2010)

A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference. - Waldo Cancino Ticona; Laetitia Jourdan; El-Ghazali Talbi; Alexandre C. B. Delbem (LION, 2010)

Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem. - Arnaud Liefooghe; Laetitia Jourdan; El-Ghazali Talbi (Comput. Oper. Res., 2010)

Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms. - Oliver Schütze 001; Marco Laumanns; Emilia Tantar; Carlos A. Coello Coello; El-Ghazali Talbi (Evol. Comput., 2010)

K-PPM: A new exact method to solve multi-objective combinatorial optimization problems. - Clarisse Dhaenens; Julien Lemesre; El-Ghazali Talbi (Eur. J. Oper. Res., 2010)

A parallel multiple reference point approach for multi-objective optimization. - José Rui Figueira; Arnaud Liefooghe; El-Ghazali Talbi; Andrzej P. Wierzbicki (Eur. J. Oper. Res., 2010)

New lower bounds for bin packing problems with conflicts. - Ali Khanafer 001; François Clautiaux; El-Ghazali Talbi (Eur. J. Oper. Res., 2010)

Single- and Multi-Objective Cooperation for the Flexible Docking Problem. - Jean-Charles Boisson; Laetitia Jourdan; El-Ghazali Talbi; Dragos Horvath (J. Math. Model. Algorithms, 2010)

Special Issue on Recent Developments in Bioinspired Algorithms. - Laetitia Jourdan; El-Ghazali Talbi (J. Math. Model. Algorithms, 2010)

Neighborhood Structures for GPU-Based Local Search Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (Parallel Process. Lett., 2010)

ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization. - Arnaud Liefooghe; Laetitia Jourdan; Thomas Legrand; Jérémie Humeau; El-Ghazali Talbi (Advances in Multi-Objective Nature Inspired Computing, 2010)

A Grid-Based Hybrid Hierarchical Genetic Algorithm for Protein Structure Prediction. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Parallel and Distributed Computational Intelligence, 2010)

Multi-objective evolutionary algorithm for biclustering in microarrays data. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2011)

GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (EvoCOP, 2011)

Flexible Variable Neighborhood Search in Dynamic Vehicle Routing. - Briseida Sarasola; Mostepha Redouane Khouadjia; Enrique Alba 001; Laetitia Jourdan; El-Ghazali Talbi (EvoApplications (1), 2011)

A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. - Malika Mehdi; Jean-Claude Charr; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (GECCO, 2011)

HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges. - Tarek A. El-Ghazawi; Frédéric Pinel; El-Ghazali Talbi; Stéphane Vialle; Pascal Bouvry (HPCS, 2011)

A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (HPCS, 2011)

Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2011)

Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. - Nouredine Melab; Thé Van Luong; Karima Boufaras; El-Ghazali Talbi (IWANN (1), 2011)

GPU-Based Multi-start Local Search Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (LION, 2011)

Metaheuristics based de novo protein sequencing: A new approach. - Jean-Charles Boisson; Laetitia Jourdan; El-Ghazali Talbi (Appl. Soft Comput., 2011)

A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO. - Arnaud Liefooghe; Laetitia Jourdan; El-Ghazali Talbi (Eur. J. Oper. Res., 2011)

The k-coloring fitness landscape. - Hend Bouziri; Khaled Mellouli; El-Ghazali Talbi (J. Comb. Optim., 2011)

A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. - Mohand-Said Mezmaz; Nouredine Melab; Yacine Kessaci; Young Choon Lee; El-Ghazali Talbi; Albert Y. Zomaya; Daniel Tuyttens (J. Parallel Distributed Comput., 2011)

Parallel Evolutionary Algorithms for Energy Aware Scheduling. - Yacine Kessaci; Mohand Mezmaz; Nouredine Melab; El-Ghazali Talbi; Daniel Tuyttens (Intelligent Decision Systems in Large-Scale Distributed Environments, 2011)

CoBRA: A cooperative coevolutionary algorithm for bi-level optimization. - Francois Legillon; Arnaud Liefooghe; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2012)

Hybrid metaheuristic for multi-objective biclustering in microarray data. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (CIBCB, 2012)

An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (HPCS, 2012)

Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (IPDPS Workshops, 2012)

Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. - Thé Van Luong; Éric D. Taillard; Nouredine Melab; El-Ghazali Talbi (PPSN (2), 2012)

A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests. - Mostepha Redouane Khouadjia; Briseida Sarasola; Enrique Alba 001; Laetitia Jourdan; El-Ghazali Talbi (Appl. Soft Comput., 2012)

On optimizing a bi-objective flowshop scheduling problem in an uncertain environment. - Arnaud Liefooghe; Matthieu Basseur; Jérémie Humeau; Laetitia Jourdan; El-Ghazali Talbi (Comput. Math. Appl., 2012)

The min-conflict packing problem. - Ali Khanafer 001; François Clautiaux; Saïd Hanafi; El-Ghazali Talbi (Comput. Oper. Res., 2012)

Tree-decomposition based heuristics for the two-dimensional bin packing problem with conflicts. - Ali Khanafer 001; François Clautiaux; El-Ghazali Talbi (Comput. Oper. Res., 2012)

Hierarchical branch and bound algorithm for computational grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (Future Gener. Comput. Syst., 2012)

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 (J. Heuristics, 2012)

Hybridization of Genetic and Quantum Algorithm for gene Selection and Classification of microarray Data. - Allani Abderrahim; El-Ghazali Talbi; Khaled Mellouli (Int. J. Found. Comput. Sci., 2012)

Preface. - Enrique Alba 001; Franciszek Seredynski; El-Ghazali Talbi; Albert Y. Zomaya (Int. J. Found. Comput. Sci., 2012)

Metaheuristic Traceability Attack against SLMAP, an RFID Lightweight Authentication Protocol. - Julio César Hernández Castro; Juan M. Estévez-Tapiador; Pedro Peris-Lopez; John A. Clark; El-Ghazali Talbi (Int. J. Found. Comput. Sci., 2012)

Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid. - Lakhdar Loukil; Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (Int. J. Found. Comput. Sci., 2012)

Multi-objective optimization using metaheuristics: non-standard algorithms. - El-Ghazali Talbi; Matthieu Basseur; Antonio J. Nebro; Enrique Alba 001 (Int. Trans. Oper. Res., 2012)

An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms. - Ahcène Bendjoudi; Nordine Melab; El-Ghazali Talbi (J. Parallel Distributed Comput., 2012)

A Parallel Hybrid Evolutionary Algorithm for the Optimization of Broker Virtual Machines Subletting in Cloud Systems. - Santiago Iturriaga; Sergio Nesmachnow; Bernabé Dorronsoro Díaz; El-Ghazali Talbi; Pascal Bouvry (3PGCIC, 2013)

Preliminary Studies on Biclustering of GWA: A Multiobjective Approach. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (Artificial Evolution, 2013)

Coloring based Hierarchical Routing Approach. - Dhouha Ghrab; Bilel Derbel; Imen Jemili; Amine Dhraief; Abdelfettah Belghith; El-Ghazali Talbi (ANT/SEIT, 2013)

A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2013)

Cost minimization of service deployment in a multi-cloud environment. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2013)

Computational intelligence for cloud management current trends and opportunities. - Alexandru-Adrian Tantar; Anh Quan Nguyen; Pascal Bouvry; Bernabé Dorronsoro; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2013)

A Comparative Study of Multi-objective Evolutionary Algorithms for the Bi-objective 2-Dimensional Vector Packing Problem. - Nadia Dahmani; Saoussen Krichen; François Clautiaux; El-Ghazali Talbi (COCOA, 2013)

Multiobjective Path Relinking for Biclustering: Application to Microarray Data. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (EMO, 2013)

ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. - Nouredine Melab; Thé Van Luong; Karima Boufaras; El-Ghazali Talbi (GECCO, 2013)

NIDISC Introduction. - Pascal Bouvry; Franciszek Seredynski; El-Ghazali Talbi (IPDPS Workshops, 2013)

Cost Minimization of Service Deployment in a Public Cloud Environment. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IPDPS Workshops, 2013)

A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality. - Bahri Oumayma; Nahla Ben Amor; El-Ghazali Talbi (IPDPS Workshops, 2013)

Solving Fuzzy Job-Shop Scheduling Problems with a Multiobjective Optimizer. - Thanh-Do Tran; Ramiro Varela; Inés González Rodríguez; El-Ghazali Talbi (KSE (2), 2013)

Design of an energy efficiency model and architecture for cloud management using prediction models. - Anh Quan Nguyen; Alexandru-Adrian Tantar; Pascal Bouvry; El-Ghazali Talbi (SoCPaR, 2013)

Combining metaheuristics with mathematical programming, constraint programming and machine learning. - El-Ghazali Talbi (4OR, 2013)

Iterative approaches for solving a multi-objective 2-dimensional vector packing problem. - Nadia Dahmani; François Clautiaux; Saoussen Krichen; El-Ghazali Talbi (Comput. Ind. Eng., 2013)

A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (Clust. Comput., 2013)

Scalable optimization in grid, cloud, and intelligent network computing - foreword. - Joanna Kolodziej; Samee Ullah Khan; El-Ghazali Talbi (Concurr. Comput. Pract. Exp., 2013)

Approximating multi-objective scheduling problems. - Said Dabia; El-Ghazali Talbi; Tom Van Woensel; Ton de Kok (Comput. Oper. Res., 2013)

Emergent nature inspired algorithms for multi-objective optimization. - José Rui Figueira; El-Ghazali Talbi (Comput. Oper. Res., 2013)

ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. - Jérémie Humeau; Arnaud Liefooghe; El-Ghazali Talbi; Sébastien Vérel (J. Heuristics, 2013)

Editorial - Special Issue on New Advances in Metaheuristics. - Laetitia Jourdan; El-Ghazali Talbi (J. Math. Model. Algorithms, 2013)

Metaheuristics on GPUs. - El-Ghazali Talbi; Geir Hasle (J. Parallel Distributed Comput., 2013)

GPU Computing for Parallel Local Search Metaheuristic Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IEEE Trans. Computers, 2013)

Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems. - Mostepha Redouane Khouadjia; El-Ghazali Talbi; Laetitia Jourdan; Briseida Sarasola; Enrique Alba 001 (J. Supercomput., 2013)

Metaheuristics for Dynamic Vehicle Routing. - Mostepha Redouane Khouadjia; Briseida Sarasola; Enrique Alba 001; El-Ghazali Talbi; Laetitia Jourdan (Metaheuristics for Dynamic Optimization, 2013)

A Unified Taxonomy of Hybrid Metaheuristics with Mathematical Programming, Constraint Programming and Machine Learning. - El-Ghazali Talbi (Hybrid Metaheuristics, 2013)

Multi-objective evolutionary approach for the satellite payload power optimization problem. - Emmanuel Kieffer; Apostolos Stathakis; Grégoire Danoy; Pascal Bouvry; El-Ghazali Talbi; Gianluigi Morelli (MCDM, 2014)

Optimization algorithms for multi-objective problems with fuzzy data. - Bahri Oumayma; Nahla Ben Amor; El-Ghazali Talbi (MCDM, 2014)

Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGA-II. - Bernabé Dorronsoro; Patricia Ruiz; El-Ghazali Talbi; Pascal Bouvry; Apivadee Piyatumrong (EvoApplications, 2014)

Dynamic Programming Based Metaheuristic for Energy Planning Problems. - Sophie Jacquin; Laetitia Jourdan; El-Ghazali Talbi (EvoApplications, 2014)

Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation. - Apostolos Stathakis; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry; Gianluigi Morelli (EvoApplications, 2014)

New Pareto Approach for Ranking Triangular Fuzzy Numbers. - Bahri Oumayma; Nahla Ben Amor; El-Ghazali Talbi (IPMU (2), 2014)

NIDISC Introduction and Committees. - Pascal Bouvry; Franciszek Seredynski; El-Ghazali Talbi (IPDPS Workshops, 2014)

Multi-level and Multi-objective Survey on Cloud Scheduling. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2014)

Hybrid Metaheuristic for Annual Hydropower Generation Optimization. - Amir Nakib; El-Ghazali Talbi; A. Fuser (IPDPS Workshops, 2014)

Shake Them All! - Rethinking Selection and Replacement in MOEA/D. - Gauvain Marquet; Bilel Derbel; Arnaud Liefooghe; El-Ghazali Talbi (PPSN, 2014)

Self-adaptive metaheuristics for solving a multi-objective 2-dimensional vector packing problem. - Nadia Dahmani; François Clautiaux; Saoussen Krichen; El-Ghazali Talbi (Appl. Soft Comput., 2014)

Solving the three dimensional quadratic assignment problem on a computational grid. - Mohand Mezmaz; Malika Mehdi; Pascal Bouvry; Nordine Melab; El-Ghazali Talbi; Daniel Tuyttens (Clust. Comput., 2014)

Demand-Side Management in Smart Micro-Grids: An Optimization Perspective. - El-Ghazali Talbi (ERCIM News, 2014)

A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (Future Gener. Comput. Syst., 2014)

A hierarchical approach for energy-efficient scheduling of large workloads in multicore distributed systems. - Bernabé Dorronsoro; Sergio Nesmachnow; Javid Taheri; Albert Y. Zomaya; El-Ghazali Talbi; Pascal Bouvry (Sustain. Comput. Informatics Syst., 2014)

FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (IEEE Trans. Computers, 2014)

A fine-grained message passing MOEA/D. - Bilel Derbel; Arnaud Liefooghe; Gauvain Marquet; El-Ghazali Talbi (CEC, 2015)

A new model for VMMP dealing with execution time uncertainty in a multi-clouds system. - Anh Quan Nguyen; Pascal Bouvry; El-Ghazali Talbi (CloudNet, 2015)

A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem. - Sophie Jacquin; Lucien Mousin; Igor Machado Coelho; El-Ghazali Talbi; Laetitia Jourdan (EMO (1), 2015)

A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem. - Sune S. Nielsen; Grégoire Danoy; Wiktor Jurkowski; Juan Luis Jiménez Laredo; Reinhard Schneider 002; El-Ghazali Talbi; Pascal Bouvry (EvoApplications, 2015)

NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks. - Sune S. Nielsen; Grégoire Danoy; Pascal Bouvry; El-Ghazali Talbi (GECCO (Companion), 2015)

Towards Understanding Uncertainty in Cloud Computing Resource Provisioning. - Andrei Tchernykh; Uwe Schwiegelshohn; Vassil Alexandrov 001; El-Ghazali Talbi (ICCS, 2015)

NIDISC Introduction and Committees. - Pascal Bouvry; Grégoire Danoy; Franciszek Seredynski; El-Ghazali Talbi; Albert Y. Zomaya (IPDPS Workshops, 2015)

A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IPDPS Workshops, 2015)

A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. - Hiba Yahyaoui; Saoussen Krichen; Bilel Derbel; El-Ghazali Talbi (KES, 2015)

DYNAMOP Applied to the Unit Commitment Problem. - Sophie Jacquin; Laetitia Jourdan; El-Ghazali Talbi (LION, 2015)

Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks. - Patricia Ruiz; Bernabé Dorronsoro; El-Ghazali Talbi; Pascal Bouvry (Appl. Soft Comput., 2015)

Using multiobjective optimization for biclustering microarray data. - Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi (Appl. Soft Comput., 2015)

Computational Intelligence for Cloud Computing [Guest Editorial]. - Pascal Bouvry; El-Ghazali Talbi (IEEE Comput. Intell. Mag., 2015)

A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article]. - Mateusz Guzek; Pascal Bouvry; El-Ghazali Talbi (IEEE Comput. Intell. Mag., 2015)

Metaheuristics for the Virtual Machine Mapping Problem in Clouds. - Sergio Nesmachnow; Santiago Iturriaga; Bernabé Dorronsoro; El-Ghazali Talbi; Pascal Bouvry (Informatica, 2015)

Parallel Evolutionary Combinatorial Optimization. - El-Ghazali Talbi (Handbook of Computational Intelligence, 2015)

β-Robustness Approach for Fuzzy Multi-objective Problems. - Bahri Oumayma; Nahla Ben Amor; El-Ghazali Talbi (IPMU (2), 2016)

A multi-objective dynamic programming-based metaheuristic to solve a bi-objective unit commitment problem using a multi-objective decoder. - Sophie Jacquin; Laetitia Jourdan; El-Ghazali Talbi (Int. J. Metaheuristics, 2016)

Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm. - Manel Hajjem; Hend Bouziri; El-Ghazali Talbi; Khaled Mellouli (AICCSA, 2017)

A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis. - Martín González; Jose-Juan López-Espín; Juan Aparicio; Domingo Giménez; El-Ghazali Talbi (CEC, 2017)

An Approach for the Local Exploration of Discrete Many Objective Optimization Problems. - Oliver Cuate; Bilel Derbel; Arnaud Liefooghe; El-Ghazali Talbi; Oliver Schütze 001 (EMO, 2017)

Parallel ant colony optimization for evacuation planning. - Manel Hajjem; Hend Bouziri; El-Ghazali Talbi; Khaled Mellouli (GECCO (Companion), 2017)

Dynamic Learning Optimization Algorithm for P2P-VoD Systems. - Amir Nakib; Thibaud Rohmer; El-Ghazali Talbi; Abdelhamid Nafaa (HPCC/SmartCity/DSS, 2017)

Design of Metaheuristic Based on Machine Learning: A Unified Approach. - Amir Nakib; Mohamed Hilia; Frederic Heliodore; El-Ghazali Talbi (IPDPS Workshops, 2017)

Deterministic metaheuristic based on fractal decomposition for large-scale optimization. - Amir Nakib; S. Ouchraa; Nadiya Shvai; Leo Souquet; El-Ghazali Talbi (Appl. Soft Comput., 2017)

The robust uncapacitated multiple allocation p-hub median problem. - El-Ghazali Talbi; Raca Todosijevic (Comput. Ind. Eng., 2017)

Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign. - 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 (Comput. Oper. Res., 2017)

A matheuristic for the discrete bilevel problem with multiple objectives at the lower level. - Ekaterina Alekseeva; Yury Kochetov 001; El-Ghazali Talbi (Int. Trans. Oper. Res., 2017)

Medical Image Registration Based on Metaheuristics: A Comparative Study. - Amir Nakib; El-Ghazali Talbi; S. Corniglion (Metaheuristics for Medicine and Biology, 2017)

Dealing with Epistemic Uncertainty in Multi-objective Optimization: A Survey. - Bahri Oumayma; El-Ghazali Talbi (IPMU (3), 2018)

Clustering in a 2-dimensional Pareto Front: the p-median and p-center problems are polynomially solvable. - Nicolas Dupin; El-Ghazali Talbi (CoRR, 2018)

Efficient Global Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2018)

Matheuristics to optimize maintenance scheduling and refueling of nuclear power plants. - Nicolas Dupin; El-Ghazali Talbi (CoRR, 2018)

Special issue on "Optimization and Machine Learning". - El-Ghazali Talbi; Celso C. Ribeiro (Int. Trans. Oper. Res., 2018)

A generic fuzzy approach for multi-objective optimization under uncertainty. - Bahri Oumayma; El-Ghazali Talbi; Nahla Ben Amor (Swarm Evol. Comput., 2018)

Evolutionary Algorithms for the Inverse Protein Folding Problem. - Sune S. Nielsen; Grégoire Danoy; Wiktor Jurkowski; Roland Krause; Reinhard Schneider 002; El-Ghazali Talbi; Pascal Bouvry (Handbook of Heuristics, 2018)

Weighted Two-Levels Secret Sharing Scheme for Multi-Clouds Data Storage with Increased Reliability. - 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 (HPCS, 2019)

K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front. - Nicolas Dupin; Frank Nielsen; El-Ghazali Talbi (WCGO, 2019)

Bayesian Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2019)

Planar p-center problems are solvable in polynomial time when clustering a Pareto Front. - Nicolas Dupin; Frank Nielsen; El-Ghazali Talbi (CoRR, 2019)

Archivers for the representation of the set of approximate solutions for MOPs. - Oliver Schuetze 001; Carlos Hernández 004; El-Ghazali Talbi; Jian-Qiao Sun; Yousef Naranjani; Fu-Rui Xiong (J. Heuristics, 2019)

Efficient global optimization of constrained mixed variable problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (J. Glob. Optim., 2019)

Towards understanding uncertainty in cloud computing with risks of confidentiality, integrity, and availability. - Andrei Tchernykh; Uwe Schwiegelshohn; El-Ghazali Talbi; Mikhail G. Babenko (J. Comput. Sci., 2019)

Parallel fractal decomposition based algorithm for big continuous optimization problems. - Amir Nakib; Leo Souquet; El-Ghazali Talbi (J. Parallel Distributed Comput., 2019)

A unified view of parallel multi-objective evolutionary algorithms. - El-Ghazali Talbi (J. Parallel Distributed Comput., 2019)

Positional Characteristics for Efficient Number Comparison over the Homomorphic Encryption. - Mikhail G. Babenko; Andrei Tchernykh; Nikolay I. Chervyakov; Viktor Andreevich Kuchukov; Vanessa Miranda-López; Raúl Rivera-Rodríguez; Zhihui Du; El-Ghazali Talbi (Program. Comput. Softw., 2019)

Solving a dynamic combinatorial auctions problem by a hybrid metaheuristic based on a fuzzy dominance relation. - Larbi Asli; Méziane Aïder; El-Ghazali Talbi (RAIRO Oper. Res., 2019)

Design Challenges of Trustworthy Artificial Intelligence Learning Systems. - Matthias R. Brust; Pascal Bouvry; Grégoire Danoy; El-Ghazil Talbi (ACIIDS (Companion), 2020)

Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. - Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry (GECCO Companion, 2020)

Kriging-Based Multi-objective Infill Criterion using NSGA-III for Expensive Black-Box Functions. - Latifa Rhanimi Karim; Rachid Ellaia; El-Ghazali Talbi (GOL, 2020)

Clustering a 2d Pareto Front: P-center Problems Are Solvable in Polynomial Time. - Nicolas Dupin; Frank Nielsen; El-Ghazali Talbi (OLA, 2020)

Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. - Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry (SSCI, 2020)

Fractal Decomposition Approach for Continuous Multi-Objective Optimization Problems. - Léo Souquet; El-Ghazali Talbi; Amir Nakib (IEEE Access, 2020)

A New Chaotic-Based Approach for Multi-Objective Optimization. - Nassime Aslimani; El-Ghazali Talbi; Rachid Ellaia (Algorithms, 2020)

Machine Learning-Guided Dual Heuristics and New Lower Bounds for the Refueling and Maintenance Planning Problem of Nuclear Power Plants. - Nicolas Dupin; El-Ghazali Talbi (Algorithms, 2020)

Bayesian optimization of variable-size design space problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (CoRR, 2020)

Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2020)

Recovery-to-Efficiency: A New Robustness Concept for Multi-objective Optimization under Uncertainty. - El-Ghazali Talbi; Raca Todosijevic (CoRR, 2020)

Parallel matheuristics for the discrete unit commitment problem with min-stop ramping constraints. - Nicolas Dupin; El-Ghazali Talbi (Int. Trans. Oper. Res., 2020)

A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. - Jan Gmys; Tiago Carneiro 001; Nouredine Melab; El-Ghazali Talbi; Daniel Tuyttens (Swarm Evol. Comput., 2020)

Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (High-Performance Simulation-Based Optimization, 2020)

A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. - Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry (ACIIDS, 2021)

Solving the Multi-objective 2-Dimensional Vector Packing Problem Using ε-constraint Method. - Nadia Dahmani; Saoussen Krichen; El-Ghazali Talbi; Sanaa Kaddoura (WorldCIST (4), 2021)

Matheuristics and Column Generation for a Basic Technician Routing Problem. - Nicolas Dupin; Rémi Parize; El-Ghazali Talbi (Algorithms, 2021)

Robustness-based approach for fuzzy multi-objective problems. - Bahri Oumayma; El-Ghazali Talbi (Ann. Oper. Res., 2021)

Matheuristics to optimize refueling and maintenance planning of nuclear power plants. - Nicolas Dupin; El-Ghazali Talbi (J. Heuristics, 2021)

A hybrid backtracking search algorithm for energy management in a microgrid. - Zineb Garroussi; Rachid Ellaia; El-Ghazali Talbi; Jean-Yves Lucas (Int. J. Math. Model. Numer. Optimisation, 2021)

Mixed Variable Gaussian Process-Based Surrogate Modeling Techniques: Application to Aerospace Design. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (J. Aerosp. Inf. Syst., 2021)

Component Swarm Optimization Using Virtual Forces for Solving Layout Problems. - Juliette Gamot; Romain Wuilbercq; Mathieu Balesdent; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (ANTS Conference, 2022)

Tchebycheff Fractal Decomposition Algorithm for Bi-objective Optimization Problems. - Nassime Aslimani; El-Ghazali Talbi; Rachid Ellaia (MIC, 2022)

A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. - Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry (CEC, 2022)

Co-Optimization of DNN and Hardware Configurations on Edge GPUs. - Halima Bouzidi; Hamza Ouarnoughi; Smaïl Niar; El-Ghazali Talbi; Abdessamad Ait El Cadi (DSD, 2022)

Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. - Florian Felten; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry (ICAART (2), 2022)

Parallel Beam Search for Combinatorial Optimization. - Nikolaus Frohner; Jan Gmys; Nouredine Melab; Günther R. Raidl; El-Ghazali Talbi (ICPP Workshops, 2022)

A New Algorithm for Bi-objective Problems Based on Gradient Information. - Nassime Aslimani; El-Ghazil Talbi; Rachid Ellaia (OLA, 2022)

Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU. - Halima Bouzidi; Hamza Ouarnoughi; El-Ghazali Talbi; Abdessamad Ait El Cadi; Smaïl Niar (OLA, 2022)

Parallel Beam Search for Combinatorial Optimization (Extended Abstract). - Nikolaus Frohner; Jan Gmys; Nouredine Melab; Günther R. Raidl; El-Ghazali Talbi (SOCS, 2022)

Recent advances in multiobjective optimization. - Hatem Masri; El-Ghazali Talbi (Ann. Oper. Res., 2022)

Automated Design of Deep Neural Networks: A Survey and Unified Taxonomy. - El-Ghazali Talbi (ACM Comput. Surv., 2022)

Machine Learning into Metaheuristics: A Survey and Taxonomy. - El-Ghazali Talbi (ACM Comput. Surv., 2022)

Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art. - Maryam Karimi Mamaghan; Mehrdad Mohammadi; Patrick Meyer; Amir Mohammad Karimi-Mamaghan; El-Ghazali Talbi (Eur. J. Oper. Res., 2022)

A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis. - Martín González; Jose-Juan López-Espín; Juan Aparicio; El-Ghazali Talbi (PeerJ Comput. Sci., 2022)

Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. - Juliette Gamot; Mathieu Balesdent; Romain Wuilbercq; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (GECCO Companion, 2023)

Massively Parallel Asynchronous Fractal Optimization. - Thomas Firmin; El-Ghazali Talbi (IPDPS Workshops, 2023)

A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning. - Florian Felten; Lucas N. Alegre; Ann Nowé; Ana L. C. Bazzan; El-Ghazali Talbi; Grégoire Danoy; Bruno C. da Silva 001 (NeurIPS, 2023)

Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. - Nassime Aslimani; El-Ghazali Talbi; Rachid Ellaia (OLA, 2023)

A Comparative Study of Fractal-Based Decomposition Optimization. - Thomas Firmin; El-Ghazali Talbi (OLA, 2023)

A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems. - Juliette Gamot; Mathieu Balesdent; Romain Wuilbercq; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (CoRR, 2023)

Hyperparameter Optimization for Multi-Objective Reinforcement Learning. - Florian Felten; Daniel Gareev; El-Ghazali Talbi; Grégoire Danoy (CoRR, 2023)

Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation. - Daniel Urda; Patricia Ruiz; El-Ghazali Talbi; Pascal Bouvry; Jamal Toutouh (Appl. Soft Comput., 2023)

Meta-heuristics for sustainable supply chain management: a review. - Sohrab Faramarzi-Oghani; Parisa Dolati Neghabadi; El-Ghazali Talbi; Reza Tavakkoli-Moghaddam (Int. J. Prod. Res., 2023)

Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles. - Juliette Gamot; Mathieu Balesdent; Arnault Tremolet; Romain Wuilbercq; Nouredine Melab; El-Ghazali Talbi (Eng. Appl. Artif. Intell., 2023)

Accelerated NAS via Pretrained Ensembles and Multi-fidelity Bayesian Optimization. - Houssem Ouertatani; Cristian Maxim; Smaïl Niar; El-Ghazali Talbi (ICANN (1), 2024)

Asynchronous Multi-Fidelity Hyperparameter Optimization of Spiking Neural Networks. - Thomas Firmin; Pierre Boulet; El-Ghazali Talbi (ICONS, 2024)

SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. - Halima Bouzidi; Smaïl Niar; Hamza Ouarnoughi; El-Ghazali Talbi (CoRR, 2024)

Parallel Hyperparameter Optimization Of Spiking Neural Network. - Thomas Firmin; Pierre Boulet; El-Ghazali Talbi (CoRR, 2024)

MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning. - 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; et al. (CoRR, 2024)

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector. - Marcelo Becerra-Rozas; José Lemus-Romani; Broderick Crawford; Ricardo Soto 001; El-Ghazali Talbi (Expert Syst. Appl., 2024)

Parallel hyperparameter optimization of spiking neural networks. - Thomas Firmin; Pierre Boulet; El-Ghazali Talbi (Neurocomputing, 2024)

Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework. - Florian Felten; El-Ghazali Talbi; Grégoire Danoy (J. Artif. Intell. Res., 2024)

An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters. - Julie Keisler; El-Ghazali Talbi; Sandra Claudel; Gilles Cabriel (J. Mach. Learn. Res., 2024)

A novel multi-objective wrapper-based feature selection method using quantum-inspired and swarm intelligence techniques. - Djaafar Zouache; Adel Got; Deemah Alarabiat; Laith Abualigah; El-Ghazali Talbi (Multim. Tools Appl., 2024)

Metaheuristics for variable-size mixed optimization problems: A unified taxonomy and survey. - El-Ghazali Talbi (Swarm Evol. Comput., 2024)

Hyper-heuristics: A survey and taxonomy. - Tansel Dökeroglu; Tayfun Kucukyilmaz; El-Ghazali Talbi (Comput. Ind. Eng., 2024)

Using an exact bi-objective decoder in a memetic algorithm for arc-routing (and other decoder-expressible) problems. - Daniel Porumbel; Igor Machado Coelho; El-Ghazali Talbi (Eur. J. Oper. Res., 2024)

Enhancing Generalization in Video Anomaly Detection through Multimodal Data Mixing. - Bohdan Ivaniuk-Skulskyi; Nadiya Shvai; Amir Nakib; El-Ghazali Talbi (IPDPS (Workshops), 2025)

Parallel Fractal Decomposition Optimization Algorithms on Heterogeneous Architectures. - Mahmoud El Mehdi El Khadiri; El-Ghazali Talbi (IPDPS (Workshops), 2025)

Metaheuristics in automated machine learning: Strategies for optimization. - Francesco Zito; El-Ghazali Talbi; Claudia Cavallaro; Vincenzo Cutello; Mario Pavone (Intell. Syst. Appl., 2025)

Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms. - El-Ghazali Talbi (CoRR, 2025)

NeurOptimisation: The Spiking Way to Evolve. - Jorge Mario Cruz-Duarte; El-Ghazali Talbi (CoRR, 2025)