2013 2012 2011 2010 2009 2008 2007 2006 2005 2004

Publication 2013

Articles in international journals

  • On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives Sébastien Verel; Arnaud Liefooghe; Laetitia Jourdan; Clarisse Dhaenens European Journal of Operational Research, 2013, 227 (2), pp. 331-342
  • On local search for bi-objective knapsack problems Arnaud Liefooghe; Luis Paquete; José Figueira Evolutionary Computation, 2013, 21 (1), pp. 179-196
  • One-level reformulation of the bi-level Knapsack problem using dynamic programming Luce Brotcorne; Saïd Hanafi; Raïd Mansi Discrete Optimization, Elsevier, 2013, 10 (1), pp. 1-10
  • Improvements on bicriteria pairwise sequence alignment: algorithms and applications Maryam Abbasi; Luis Paquete; Arnaud Liefooghe Miguel Pinheiro; Pedro Matias Bioinformatics, 2013, 29 (8), pp. 996-1003
  • Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems Mostepha Redouane; El-Ghazali Talbi; Laetitia Jourdan; Briseida Sarasola; Enrique Alba The Journal of Supercomputing, Springer, 2013, 63 (3), pp. 836-853
  • Fitness Landscape Analysis and Metaheuristics Efficiency

Marie-Eléonore Marmion; Laetitia Jourdan; Clarisse Dhaenens Journal of Mathematical Modelling and Algorithms in Operations Research, Springer Netherlands, 2013, 12 (1), pp. 3-26

  • Approximating multi-objective scheduling problems Said Dabia; El-Ghazali Talbi; Tom Van Woensel; Ton De Kok Computers and Operations Research, Elsevier, 2013, 40 (5), pp. 1165-1175
  • ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms Jérémie Humeau; Arnaud Liefooghe; El-Ghazali Talbi; Sébastien Verel Journal of Heuristics, 2013, (to appear)
  • Acyclic edge-coloring using entropy compression Louis Esperet; Aline Parreau European Journal of Combinatorics, 2013, 34 (6), pp. 1019-1027
  • GPU Computing for Parallel Local Search Metaheuristics Thé Van Luong; Nouredine Melab; El-Ghazali Talbi IEEE Transactions on Computers, IEEE Computer Society, 2013, 62 (1), pp. 173-185

Invited conference

  • Tutorial: Parallel and distributed evolutionary algorithms

El-Ghazali Talbi CEC'2013 Congress on Evolutionary Computation, Jun 2013, Cancun, Mexico.

  • Keynote speaker: Metaheuristics for multi-objective optimization - from design to implementation El-Ghazali Talbi EGH'2013 Workshop on Optimization and Applied Mathematics, Jun 2013, Colchester, United Kingdom.
  • Keynote speaker: Multiobjective metaheuristics El-Ghazali Talbi

ORBEL'2013 27th Annual Conference of the Belgian Operational Research Society, Feb 2013, Kortrijk, Belgium.

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International conferences with proceedings

  • ParadisEO-MO-GPU: a Framework for Parallel GPU-based Local Search Metaheuristics

Nouredine Melab url; Thé Van Luong; Karima Boufaras; El-Ghazali Talbi ACM GECCO'2013, Jul 2013, Amsterdam, Netherlands.

 t14pap347.pdf  BibTex
  • Multiobjectivization with NSGA-II on the Noiseless BBOB Testbed

Thanh-Do Tran; Dimo Brockhoff url; Bilel Derbel GECCO (Companion), workshop on Black-Box Optimization Benchmarking (BBOB'2013), Jul 2013, Amsterdam, Netherlands.

 w0312-tranPS-FINAL.pdf  BibTex
  • Benchmarking the Local Metamodel CMA-ES on the Noiseless BBOB'2013 Test Bed

Anne Auger url; Dimo Brockhoff url; Nikolaus Hansen url GECCO (Companion), workshop on Black-Box Optimization Benchmarking (BBOB'2013), Jul 2013, Amsterdam, Netherlands.

 w0313-augerPS-FINAL.pdf  BibTex
  • Collision Aware Coloring Algorithm for wireless sensor networks

Imen Jemili; Dhoha Ghrab; Abdelfattah Belghith; Bilel Derbel url; Amine Dhraief The 9th International Wireless Communications & Mobile Computing Conference (IWCMC), Jul 2013, CAGLIARI, SARDINIA, Italy. IEEE

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Coloring based Hierarchical Routing Approach Dhoha Ghrab; Bilel Derbel url; Imen Jemili; Amine Dhraief; Abdelfettah Belghith; El-Ghazali Talbi The 4th International Conference on Ambient Systems, Networks and Technologies, Jun 2013, Halifax, Canada. Elsevier

 coloring.pdf  coloring.ps  BibTex

Cost minimization of service deployment in a multi-cloud environment François Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi url IEEE Conference on Evolutionary computation (CEC), Jun 2013, Cancun, Mexico.

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A Pareto-based genetic algorithm for optimized assignment of virtual machines requests in a multi-cloud environment Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi url IEEE Conference on Evolutionary computation (CEC), Jun 2013, Cancun, Mexico.

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Computational intelligence for cloud management: current trends and opportunities Alexandru-Adrian Tantar; A. Q. Nguyen; Pascal Bouvry; Bernabé Dorronsoro; El-Ghazali Talbi url IEEE Conference on Evolutionary computation (CEC), Jun 2013, Cancun, Mexico.

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Operator-level GPU-accelerated Branch and Bound algorithms Imen Chakroun; Melab Nouredine International Conference on Computational Science, ICCS, Jun 2013, Barcelone, Spain.

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A possibilistic framework for solving multi-objective problems under uncertainty Oumayma Bahri; Nahla Ben Amor; El-Ghazali Talbi url IEEE NIDISC Workshop on Nature Inspired Computing, May 2013, Boston, United States.

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Cost minimization of service deployment in a public cloud environment François Legillon; Nouredine Melab; El-Ghazali Talbi url IEEE NIDISC Workshop on Nature Inspired Computing, May 2013, Boston, United States.

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A Variable Neighborhood Descent for solving the Single Machine Total Weighted Tardiness Problem Hiba Yahyaoui; Saoussen Krichen; Bilel Derbel url; El-Ghazali Talbi THE 5th INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND APPLIED OPTIMIZATION (ICMSAO), Apr 2013, Hammamet, Tunisia. IEEE

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Force-based Cooperative Search Directions in Evolutionary Multi-objective Optimization Bilel Derbel url; Dimo Brockhoff; Arnaud Liefooghe 7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. Lecture Notes in Computer Science, 7811

 paperForces_authorVersion.pdf  BibTex

Preference Articulation by Means of the R2 Indicator Tobias Wagner; Heike Trautmann; Dimo Brockhoff url Evolutionary Multi-criterion Optimization (EMO 2013), Mar 2013, Sheffield, United Kingdom. Lecture Notes in Computer Science Volume, 7811, pp. 81-95

 paperR2_authorversion.pdf  BibTex

Multi-objective path relinking for biclustering: application to microarray data Khedidja Seridi; Laetitia Jourdan; El-Ghazali Talbi url EMO'2013 Evolutionary Multi-objective Optimization, Mar 2013, Sheffield, United Kingdom. pp. 200-214

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Adaptive Dynamic Load Balancing in Heterogenous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search Trong-Tuan Vu; Bilel Derbel url; Nouredine Melab 7th International Learning and Intelligent OptimizatioN Conference (LION), Jan 2013, Catania, Italy. Lecture Notes in Computer Science

 paper_complete.pdf  BibTex

R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection Heike Trautmann; Tobias Wagner; Dimo Brockhoff url; Learning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy.

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Effects of population size on selection and scalability in evolutionary many-objective optimization Hernan Aguirre; Arnaud Liefooghe url; Sébastien Verel url; Kiyoshi Tanaka Learning and Intelligent OptimizatioN Conference (LION 7), 2013, Catania, Italy. Learning and Intelligent OptimizatioN Conference (LION 7), Lecture Notes in Computer Science

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On set-based local search for multiobjective combinatorial optimization Matthieu Basseur url; Adrien Goëffon url; Arnaud Liefooghe url; Sébastien Verel url Genetic and Evolutionary Computation Conference (GECCO 2013), 2013, Amsterdam, Netherlands. Genetic and Evolutionary Computation Conference (GECCO 2013)

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MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classi cation in Large and Imbalanced Datasets Julie Jacques; Julien Taillard; David Delerue; Laetitia Jourdan; Clarisse Dhaenens Learning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy. Learning and Intelligent OptimizatioN Conference (LION 7), Lecture Notes in Computer Science

 2013-01-03_lion2013.pdf  BibTex

The benefits of using multi-objectivization for mining Pittsburgh partial classification rules in imbalanced and discrete data Julie Jacques; Julien Taillard; David Delerue; Laetitia Jourdan url; Clarisse Dhaenens Genetic and Evolutionary Computation Conference (GECCO 2013), Jul 2013, Amsterdam, Netherlands. Genetic and Evolutionary Computation Conference (GECCO 2013)

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A study on population size and selection lapse in many-objective optimization Hernan Aguirre; Arnaud Liefooghe url; Sébastien Verel url; Kiyoshi Tanaka IEEE Congress on Evolutionary Computation (CEC 2013), 2013, Cancún, Mexico. IEEE Congress on Evolutionary Computation (CEC 2013), (to appear)

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Multiobjective Path Relinking for Biclustering: Application to Microarray Data Khedidja Seridi; Laetitia Jourdan url; El-Ghazali Talbi Robin C. Purshouse and Peter J. Fleming and Carlos M. Fonseca and Salvatore Greco and Jane Shaw. Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, 2013, Sheffield, United Kingdom. Springer, 7811, pp. 200-214

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A Pareto-based Genetic Algorithm for Optimized Assignment of VM Requests on a Cloud Brokering Environment Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi CEC - IEEE Congress on Evolutionary Computation - 2013, Jun 2013, Cancun, Mexico.

 CEC_kessaci_final.pdf  BibTex

ParadisEO-MO-GPU: a Framework for Parallel Local Search Metaheuristics Melab Nouredine; Thé Van Luong url; Boufaras Karima; Talbi El-Ghazali url GECCO - Genetic and Evolutionary Computation Conference - 2013, 2013, Amsterdam, Netherlands.

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Fitness landscapes and graphs: multimodularity, ruggedness and neutrality Sébastien Verel url Proceedings of the fifth international conference on Genetic and evolutionary computation conference companion, Jul 2013, Amsterdam, Netherlands. ACM, Proceedings of the fifth international conference on Genetic and evolutionary computation conference companion, pp. 1013-1034

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What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers? Arnaud Liefooghe url; Sébastien Verel; Hernan Aguirre; Kiyoshi Tanaka International Conference on Artificial Evolution (EA 2013), 2013, Bordeaux, France. Springer, International Conference on Artificial Evolution (EA 2013), (to appear), Lecture Notes in Computer Science

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Communications sans actes

Feature selection in high dimensional regression problems for genomic Julie Hamon; Clarisse Dhaenens; Gaël Even; Julien Jacques Tenth International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, Jun 2013, Nice, France.

 CIBB2013-Hamon.pdf  BibTex

Modèles mixtes en génétique animale : sélection de variables par optimisation combinatoire Julie Hamon; Clarisse Dhaenens; Gaël Even; Julien Jacques 45ème Journées De Statistiques, May 2013, Toulouse, France.

 JDS2013-Hamon.pdf  BibTex

Neutralité du problème de coloration de graphe Marie-Eleonore Marmion url; Aymeric Blot; Laetitia Jourdan url; Clarisse Dhaenens url ROADEF 2013 : 14e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2013, Troyes, France.

 exemple_ROADEF2013.pdf  BibTex

Ouvrages scientifiques

Metaheuristics for bi-level optimization El-Ghazali Talbi url Springer, pp. 288, May. 2013

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Chapitres d'ouvrages scientifiques

A taxonomy of metaheuristics for bilevel optimization El-Ghazali Talbi url E-G. Talbi. Metaheuristics for bilevel optimization, Springer, May. 2013

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Metaheuristics for bi-objective flowshop scheduling Matthieu Basseur url; Arnaud Liefooghe url Metaheuristics for production scheduling, Wiley & Sons, (to appear), 2013

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Thèses

Algorithmes Branch and Bound parallèles hétérogènes pour environnements multi-coeurs et multi-GPU Imen Chakroun informatique. Université des Sciences et Technologie de Lille - Lille I, Jun. 2013. English

 Thesis.pdf  BibTex

Algorithmes Branch&Bound Pair-à-Pair pour Grilles de Calcul Mathieu Djamai Université des Sciences et Technologie de Lille - Lille I, Mar. 2013. French

 Thesis.pdf  BibTex

Rapports

A Hybrid Metaheuristic for Multiobjective Unconstrained Binary Quadratic Programming Arnaud Liefooghe url; Sébastien Verel url; Jin-Kao Hao url [Report], 2013

 hybrid-mubqp.pdf  BibTex

Neutrality in the Graph Coloring Problem Marie-Eleonore Marmion; Aymeric Blot; Laetitia Jourdan url; Clarisse Dhaenens url [Research Report], 2013, pp. 15. RR-8215

 RR-8215.pdf  RR-8215.ps  BibTex

ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms Jérémie Humeau; Arnaud Liefooghe url; El-Ghazali Talbi; Sébastien Verel url [Research Report], 2013. RR-7871