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How to deal with mixed-variable optimization problems: An overview of algorithms and formulations

Julien Pelamatti , Loïc Brevault , Mathieu Balesdent , El-Ghazali Talbi , Yannick Guerin
Advances in Structural and Multidisciplinary Optimization, Springer, pp.64-82, 2018, ⟨10.1007/978-3-319-67988-4_5⟩
Book sections hal-01690446v1
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Clinical Laboratory Optimization

Sohrab Faramarzi Oghani , El-Ghazali Talbi , Yves Crama , Alice Yalaoui , Greet Vanden Berghe , et al.
Operations Research [cs.RO]. Université Lille 1 - Sciences et Technologies, 2018. English. ⟨NNT : ⟩
Theses tel-02005590v1

Comparison of population based metaheuristics for feature selection: Application to microarray data classification

El-Ghazali Talbi , Laetitia Jourdan , José Garcia-Nieto , Enrique Alba
AICCSA'2008 IEEE/ACS International Conference on Computer Systems and Applications, Nov 2008, Doha, Qatar. pp.45-52
Conference papers hal-00837520v1

Robustness issues in scheduling and routing problems

El-Ghazali Talbi
Invited seminar: Dagstuhl seminar on Robust and Hybrid Approaches for Multiobjective Optimization, Jan 2009, Dagstuhl, Germany
Conference papers hal-00837579v1

Multi-objective evolutionary algorithm for bi-clustering in microarrays data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
IEEE CEC Congress on Evolutionary Computation, Jun 2011, New Orleans, United States. pp.2593-2599
Conference papers hal-00837560v1

Variable neighborhood search in dynamic vehicle routing

Briseida Sarasola , Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
EvoApplications'2011 Application of Evolutionary Computation, LNCS N.6624, Apr 2011, Torino, Italy. pp.344-353
Conference papers hal-00837562v1

Multi-environment cooperative parallel metaheuristics for solving dynamic optimization problems

Mostepha Redouane Khouadjia , Briseida Sarasola , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
IEEE NIDISC Workshop on Nature Inspired Computing, Apr 2011, Anchorage, United States. pp.395-403
Conference papers hal-00837564v1

Metaheuristics for multi-criteria optimization

El-Ghazali Talbi
Plenary talk: CIRO'2010 Conférence international de Recherche Opérationelle, May 2010, Marrakech, Morocco
Conference papers hal-00837578v1
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Towards ParadisEO-MO-GPU: a Framework for GPU-based Local Search Metaheuristics

Nouredine Melab , Thé Van Luong , Boufaras Karima , El-Ghazali Talbi
11th International Work-Conference on Artificial Neural Networks, 2011, Torremolinos-Málaga, Spain
Conference papers inria-00638809v1

Une metaheuristique basée sur la programmation dynamique pour l'UCP

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Conference papers hal-00946437v1

A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration

François Legillon , Nouredine Melab , Didier Renard , El-Ghazali Talbi
IEEE NIDISC/IPDPS, May 2015, Hyderabad, India. ⟨10.1109/IPDPSW.2015.138⟩
Conference papers hal-01248574v1

A survey of evolutionary computation for resource management of processing in Cloud computing

Guzek Mateusz , Pascal Bouvry , El-Ghazali Talbi
IEEE Computational Intelligence Magazine, 2015, 10 (2), pp.53-67. ⟨10.1109/MCI.2015.2405351⟩
Journal articles hal-01249480v1

NK-landscape instances mimicking the protein inverse folding problem towards future benchmarks

Sune Steinbjorn Nielsen , Gregoire Danoy , El-Ghazali Talbi , Pascal Bouvry
GECCO 2015 - Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2768438⟩
Conference papers hal-01249485v1

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 , et al.
DEXA Workshop 2003, Sep 2003, Prague, Czech Republic. pp.509-515
Conference papers hal-01502725v1

Appliance scheduling in a smart home using a multiobjective evolutionary algorithm

Zineb Garroussi , Rachid Ellaia , El-Ghazali Talbi
IRSEC 2016 - 4rd IEEE International Renewable and Sustainable Energy Conference , 2016, Marrakech, Morocco
Conference papers hal-01423495v1

Intelligent indoor evacuation guidance system based on ant colony algorithm

El-Ghazali Talbi , Manel Hajjem , Hind Bouziri , Khaled Mellouli
AICCSA 2017 - 14th ACS/IEEE International Conference on Computer Systems and Applications, Oct 2017, Hammamet, Tunisia. pp.1035-1042, ⟨10.1109/AICCSA.2017.47⟩
Conference papers hal-01654880v1

Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign

Vitor N. Coelho , Thays A. Oliveira , Igor M. Coelho , Bruno N. Coelho , Peter J. Fleming , et al.
Computers and Operations Research, 2017, 78, pp.578-587. ⟨10.1016/j.cor.2016.09.008⟩
Journal articles hal-01654721v1

Hybrid Evolutionary Algorithm for Residential Demand Side Management with a Photovoltaic Panel and a Battery

Zineb Garroussi , Rachid Ellaia , El-Ghazali Talbi , Jean-Yves Lucas
ICCAIRO 2017 - International Conference on Control, Artificial Intelligence, Robotics & Optimization, May 2017, Prague, Czech Republic. pp.4-10, ⟨10.1109/ICCAIRO.2017.10⟩
Conference papers hal-01654829v1

A parameterized scheme of metaheuristics with exact methods for determining the principle of least action in Data Envelopment Analysis

Martin Gonzalez-Rodriguez , Juna-José Lopez-Espin , El-Ghazali Talbi , Juan Aparicio
CEC 2017 - IEEE Congress of Evolutionary Algortihms, Jun 2017, San Sebastien, Spain. pp.588-595, ⟨10.1109/CEC.2017.7969364⟩
Conference papers hal-01654836v1
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An Energy-aware Multi-start Local Search Heuristic for Scheduling VMs on the OpenNebula Cloud Distribution

Yacine Kessaci , Melab Nouredine , El-Ghazali Talbi
HPCS 2012, Jul 2012, Madrid, Spain
Conference papers hal-00749055v1

Superlinear performance of a genetic algorithm on the SuperNode parallel architecture

Pierre Bessiere , El-Ghazali Talbi
Applications on Advanced Architecture Computers, SIAM Press, 1996
Book sections hal-00106254v1
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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, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩
Book sections hal-00522623v1
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Neighborhood Structures for GPU-based Local Search Algorithms

Thé Van Luong , Nouredine Melab , El-Ghazali Talbi
Parallel Processing Letters, 2010, 20 (4), pp.307-324. ⟨10.1142/S0129626410000260⟩
Journal articles inria-00520461v1
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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 - 2nd International Workshop on Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, Sep 2009, Brussels, Belgium. pp.120-124, ⟨10.1007/978-3-642-03751-1_11⟩
Conference papers hal-00763711v1

Using multiobjective optimization for biclustering microarray data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
Applied Soft Computing, 2015, 33, pp.239--249. ⟨10.1016/j.asoc.2015.03.060⟩
Journal articles hal-01216477v1
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CoBRA: A Coevolutionary Meta-heuristic for Bi-level Optimization

François Legillon , Arnaud Liefooghe , El-Ghazali Talbi
[Research Report] RR-7741, INRIA. 2011, pp.21
Reports inria-00625744v1
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Dynamic Programming Based Metaheuristic for the Unit Commitment Problem

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
META, Oct 2014, Marrakech, Morocco
Conference papers hal-01110444v1

Superlinear performance of a genetic algorithm on the super node parallel architecture

El-Ghazali Talbi , Pierre Bessiere
SIAM Review, 1991, 24 (4), pp.80-83
Journal articles hal-00779786v1
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Building a Virtual Globus Grid in a Reconfigurable Environment - A case study: Grid5000

Alexandru-Adrian Tantar , Nouredine Melab , Christophe Demarey , El-Ghazali Talbi
[Technical Report] 2007, pp.24
Reports inria-00168130v1
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Parallel partitioning method (PPM): A new exact method to solve bi-objective problems

Julien Lemesre , Clarisse Dhaenens , El-Ghazali Talbi
Computers and Operations Research, 2007, 34 (8), pp.2450-2462. ⟨10.1016/j.cor.2005.09.014⟩
Journal articles inria-00269956v1