2008

       International refereed journals

  • F. Clautiaux, C. Alves, J. Valério de Carvalho, "A survey of dual-feasible functions for bin-packing problems", Accepted in Annals of Operations Research, 2008.

       International refereed conferences and workshops

  • F. Clautiaux, A. Jouglet, A. Moukrim, "A new graph-theoretical model for k-dimensional guillotine-cutting problems, Experimental algorithms", WEA 2008, 7th International Workshop on Experimental Algorithms, LNCS 5038, pp. 43-54, Provincetown, MA, USA, May/June 2008.
  • A. Liefooghe, L. Jourdan, M. Basseur, E-G. Talbi, E. K. Burke, "Metaheuristics for the Bi-objective Ring Star Problem", EvoCop'2008, 8th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 4972, pp. 206-217, Napoli, Italy, March 2008.
       National refereed journals
  • A. Liefooghe, L. Jourdan, M. Basseur, E-G. Talbi, "Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique", Revue d'Intelligence Artificielle, vol. 22, n°2, pp. 183-208, 2008.


2007

       Books authored/co-authored, book chapters

  • E-G. Talbi, A. Zomaya, "Grid Computing for Bioinformatics and Computational Biology", John Wiley & Sons, USA, 2007 - To appear.

       International refereed journals

  • F. Clautiaux, A. Moukrim, J. Carlier, "New data-dependent dual-feasible functions and lower bounds for a two-dimensional bin-packing problem", International Journal of Production Research (IJPR), 2007 - To appear.
  • J. Lemesre, C. Dhaenens, E.G. Talbi, "An exact parallel method for a bi-objective permutation flowshop problem", European Journal of Operational Research, vol 177(3), pp. 1641-1655, 2007. [available on Web].
  • M. Rahoual, M.H. Mabed, C. Dhaenens, E-G. Talbi, "A comparative study of different optimization techniques for a bi-criteria flow-shop problem", Journal of Combinatorial Mathematics and Combinatorial Computing (JCMCC), 2007 - To appear.
  • J. Lemesre, C. Dhaenens, E.G. Talbi, "Parallel Partitionning Method (PPM): A new exact method to solve bi-objective problems", Computers and Operations Research, vol 34, pp. 2450-2462, 2007. [available on Web].

       International refereed conferences and workshops

  • Brongniart, J., Dhaenens, C., E-G.Talbi, "Defining Filtering Algorithms for Restricted Tree Problems using Balanced Trees", 13th International Conference on Principles and Practice of Constraint Programmin (CP 2007), Doctoral programme. Providence, RI, USA, September 8-11, 2007.
  • J-C.Boisson, E-G.Talbi, "Software Framework for Metaheuristic", 22nd European Conference on Operational Research (EURO XXII). pp 45. Prague, Czech Republic, July 8-11, 2007.
  • J-C.Boisson, E-G.Talbi, L.Jourdan, "De Novo Protein Sequencing using Evolutionary Algorithm", 22nd European Conference on Operational Research (EURO XXII). pp 98. Prague, Czech Republic, July 8-11, 2007.
  • A. Liefooghe, L. Jourdan, E-G.Talbi, "Software framework for multi-objective optimization", 22nd European Conference on Operational Research (EURO XXII). Prague, Czech Republic, July 8-11, 2007.
  • J-C.Boisson, O.Guerre, L.Jourdan, E-G.Talbi, C.Rolando, "ASCQ ME: a New Engine for Protein and Post-Translational Modification Identification from MS and MS/MS Raw Spectrum without Mass List Extraction", 55th ASMS Conference on Mass Spectrometry. Indianapolis, Indiana, USA, June 3-7, 2007.
  • L. Jourdan, T. Legrand, O. Schuetze, E-G. Talbi, J-L. Wojkiewicz, "A multiobjective genetic algorithm to optimize electromagnetic properties of conducting polymer composites in the microwave band", International Conference on Industrial Engineering and Systems Management (IESM). Beijing, China, May 30-June 2, 2007,
  • A. Liefooghe, M. Basseur, L. Jourdan, E-G. Talbi, "Multi-Objective Combinatorial Optimization for Stochastic Problems: an Application to the Flow-Shop Scheduling Problem", Fourth International Conference on Evolutionary Multi-Criterion Optimization (EMO). LNCS Vol. 4408, pp. 386-400. Matsushima, Japan, March 5-8, 2007.
  • A. Liefooghe, M. Basseur, L. Jourdan, E-G. Talbi, "Paradiseo-MOEO: A Framework for Evolutionary Multi-objective Optimization", Fourth International Conference on Evolutionary Multi-Criterion Optimization (EMO). LNCS Vol. 4408, pp. 457-471. Matsushima, Japan, March 5-8, 2007.
  • O. Schuetze, L. Jourdan, T. Legrand, E-G. Talbi, J-L. Wojkiewicz, "A Multi-Objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding", Fourth International Conference on Evolutionary Multi-Criterion Optimization (EMO). LNCS Vol. 4408, pp. 590-603. Matsushima, Japan, March 5-8, 2007.

       National refereed conferences and workshops

  • Even G., Jourdan L., Boutroue, C., Dhaenens C., Talbi E-G., "Evolutionary feature selection plugin for Base", Journées ouvertes Biologie Informatique Mathématiques (JOBIM 2007), Poster, Marseille, France, July 10-12, 2007.
  • Even G., Laurence P., Dhaenens C., Talbi E-G., "RuleMining : a new analysis tool for PASE, the web-based platform for polypetide chips experiments", Journées ouvertes Biologie Informatique Mathématiques (JOBIM 2007), Poster, Marseille, France, July 10-12, 2007.
  • Brunie L., Cardenas Y., Dhaenens C., Even G., Gossa J., Hameurlain A., Melab N., Miquel M., Morvan F., Pierson J-M., El Samad M., Talbi E-G., Tchounikine A., Wehrle P., "Grid for Geno-Medecine : Architecture to manage and analyse geno-medical data distributed over computational grid", Journées ouvertes Biologie Informatique Mathématiques (JOBIM 2007), Poster, Marseille, France, July 10-12, 2007.
  • Brongniart J., Dhaenens C., Talbi E-G., "Contraintes d'optimisation pour les problèmes d'arbres couvrants sous restrictions", Troisièmes Journées Francophones de Programmation par Contraintes (JFPC07), pp. 311-320, Yvelines, France, June 4-6, 2007.


2006

       Books authored/co-authored, book chapters

  • N. Melab, E-G. Talbi, S. Cahon, "On parallel evolutionary algorithms on the computational Grid", In Parallel Evolutionary Computations, Edited by N. Nedjah and E. Alba, Springer, ISBN: 978-3-540-32837-7, pp.117-132, 2006.
  • M. Basseur, L. Jourdan and E-G. Talbi, "Towards parallel design of hybrids between Metaheuristics and exact methods", In Parallel combinatorial Optimization, Wiley Series on Parallel and Distributed Computing, ISBN: 978-0-471-72101-7, Chapter 7, November 2006.
  • C. Dhaenens, J. Lemesre, N. Melab, M. Mezmaz, E-G. Talbi, "Parallel exact methods for multi-objective combinatorial optimization", in Parallel Combinatorial Optimization, Wiley Series on Parallel and Distributed Computing, ISBN: 978-0-471-72101-7, Chapter 8, pp. 187-210, November 2006.

  • M. Khabzaoui, C. Dhaenens and E-G. Talbi, "A Cooperative Genetic Algorithm for Knowledge Discovery in MicroArray Experiments", In Parallel Computing for Bioinformatics and Computational Biology, Edited by Albert Y. Zomaya, ISBN: 0-471-71848-3, Chapter 13, pp 305-326, April 2006.
       International refereed journals
  • F. Clautiaux, A. Jouglet, J. El Hayek, "A New Lower Bound for the Non-Oriented Two-Dimensional Bin-Packing Problem", Operations Research Letters, 2006 - To appear.
  • F. Clautiaux, J. Carlier, A. Moukrim, "A new exact method for the two-dimensional bin-packing problem with fixed orientation", Operations Research Letters, 2006 - To appear.
  • N. Jozefowiez, F. Semet, E-G. Talbi, "Target Aiming Pareto Search and its application to the vehicle routing problem with route balancing", Journal of Heuristics, 2006 - To appear.
       International refereed conferences and workshops
  • L. Jourdan, C. Dhaenens, and E-G. Talbi, "Using datamining techniques to help metaheuristics: a short survey", International Workshop on Hybrid Metaheuristics (HM 2006). LNCS Vol. 4030, ISBN: 3-540-46384-4. Grenada, Spain, October 13-15, 2006.
  • J-C.Boisson, L.Jourdan, E-G.Talbi, and C.Rolando, "Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry", Congress on Evolutionary Computation (CEC 2006). Poster. BC, Canada, July 16-21, 2006.
  • C. Dhaenens, "Mining microarray data using association rules", 21st European Conference on Operational Research (EURO XXI). Reykjavik, Iceland, July 2-5, 2006.
  • E. Tantar, C. Dhaenens, E-G. Talbi, Landscape Analysis for Multiobjective Combinatorial Optimization", Proceedings of SIAM Conference on Discrete Mathematics. University of Victoria, Victoria, British Columbia, Canada, June 25-28, 2006.
  • J. Lemesre, C. Dhaenens, E-G. Talbi, "KPPM: an exact Multi-Objective Method", Proceedings of the 7th International Conference devoted to Multi-Objective Programming and Goal Programming (MOPGP'2006). Tours, France, June 12-14, 2006.
  • A. Tantar, N. Melab, E.-G. Talbi and B. Toursel, "Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid", Fourth International Workshop on Biomedical Computations on the Grid (BioGrid'06). Singapore, May 16-19, 2006.
  • E. Tantar, C. Dhaenens, E-G. Talbi, "Hyper-ellipse landscape approximation for large combinatorial optimization instances", ECCO XIX - CO 2006 Joint Meeting. pp. 31-32. Porto, Portugal, 2006.
  • L. Jourdan, T. Legrand, E-G. Talbi, and J-L. Wojkiewicz , "Mono and Multi-objective continuous optimization for conducting polymer composites", ECCO XIX - CO 2006 Joint Meeting. Abstract 1 page. Porto, Portugal, May 11-13, 2006.
  • E. Tantar, A. Tantar, C.Dhaenens and E.-G. Talbi, "XMOS - An eXact Multi-Objective Solver", Workshop International : Logistique & Transport 2006 (LT'2006). Hammamet, Tunisia, April 30-May 2, 2006.
  • J-C. Boisson, L. Jourdan, E-G. Talbi and C. Rolando, "A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids", Second IEEE Workshop on High Performance Computing in Medicine and Biology (HiPComb 2006). Proceedings of the 20th International Conference on Advance Information Networking and Application, vol. 2, pp. 583-587. Vienne, Austria, April 18-20, 2006.
  • L.Jourdan, J-C.Boisson, E-G.Talbi and C.Rolando, Poster: "An online engine for peptide mass fingerprinting from spectrum", Tenth Annual International Conference on Research in Computational Molecular Biology (Recomb 2006), Venice, Italy, April 2-5, 2006.
       National refereed conferences and workshops
  • Pamelard F., Laurence P., Desmet R., Dhaenens C., Melnyk O., Talbi E-G., "PASE : a webbased platform to manage, store and analyze data coming from polypeptide chips experiments", Journées ouvertes Biologie Informatique Mathématiques (JOBIM 2006), Poster, Bordeaux, France, July 5-7, 2007.
  • J. Lemesre, C. Dhaenens, and E-G. Talbi, "Méthode Parallèle par Partitions : Passage d'une méthode exacte bi-Objectif à une méthode exacte multi-objectif", Septième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2006), Lille, France, February 6-8, 2006.
  • J-C Boisson, L. Jourdan, E-G. Talbi and C. Rolando, "Identification de nouvelles protéines et de variants de protéines connues par méthode évolutionnaire", Septième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2006), Lille, France, February 6-8, 2006.
  • E.Tantar, A. Tantar, C. Dhaenens and E.-G. Talbi, "XMOS : plateforme générique pour l'optimisation multi-objectif", Septième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2006), Lille, France, February 6-8, 2006.
       Other national communications
  • J-C Boisson, L. Jourdan, E-G. Talbi and C. Rolando, "Un nouveau moteur de recherche en protéomique travaillant directement à partir du spectre de masse sans extraction de la liste des pics monoisotopiques", Forum LABO & Forum BIOTECH 2006, Paris, France, March 28-31, 2006.
       Reports and Ph.D. dissertations
  • J. Lemesre, "Méthodes exactes pour l'optimisation combinatoire multi-objectif : Conception et application", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2006. [download].
  • M. Khabzaoui, "Modélisation et résolution multi-objectifs des règles d'association : Application à l'analyse de données biopuces", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2006.
  • T. Legrand, "Algorithmes génétiques et composites conducteurs", Project, Polytech'Lille, Villeneuve d'Ascq, France, 2006. [download].


2005

       Books authored/co-authored, book chapters

  • E-G. Talbi and E. Alba, "Metaheuristics and Parallelism", In Parallel Metaheuristics, Edited by E. Alba, J. Wiley and Sons, USA, ISBN: 0-471-67806-6, Chapter 4, October 2005.
  • C. Cotta, E-G. Talbi and E. Alba, "Parallel Hybrid Metaheuristics", In Parallel Metaheuristics, Edited by E. Alba, J. Wiley and Sons, USA, ISBN: 0-471-67806-6, Chapter 15, October 2005.
  • A.J. Nebro, F. Luna, E-G. Talbi and E. Alba, "Parallel Multiobjective Optimization", In Parallel Metaheuristics, Edited by E. Alba, J. Wiley and Sons, USA, ISBN: 0-471-67806-6, Chapter 16, October 2005.
  • L. Jourdan, M. Khabzaoui, C. Dhaenens and E-G. Talbi, "A hybrid metaheuristic for knowledge discovery in microarray experiments", In Handbook of Bioinspired Algorithms and Applications, Edited by S. Olariu and A.Y. Zomaya, CRC Press, USA, ISBN: 1-58488-475-4, October 2005.
  • B. Weinberg and E-G. Talbi, "A Cooperative parallel metaheuristic applied to graph coloring problem", In Handbook of Bioinspired Algorithms and Applications, Edited by S. Olariu and A.Y. Zomaya, CRC Press, USA, ISBN: 1-58488-475-4, October 2005.
  • S. Cahon, N. Melab, E-G. Talbi, "Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics", In Handbook of Bioinspired Algorithms and Applications, Edited by S. Olariu and A.Y. Zomaya, CRC Press, USA, ISBN: 1-58488-475-4, October 2005.
  • S. Cahon, N. Melab, E-G. Talbi, "Sélection d'attributs en fouille de données sur grille", Extraction et Gestion Parallèles Distribuées de Connaissances, 2005.
  • L. Jourdan, C. Dhaenens and E-G. Talbi, "Evolutionary Data Mining for Genomics", In the Encyclopedia of Data warehousing and Mining, Editor Idea Group, USA, ISBN: 1-59140-557-2, April 2005.
  • M. Basseur, F. Seynhaeve, E-G. Talbi, "A Cooperative Metaheuristic applied to Multiobjective Flow-Shop Problem", In Book on Real-world Multi-objective System Engineering, Edited by N. Nedjah and L. M. Mourelle, Nova Science Publishers, USA, ISBN: 1-59454-390-9, February 2005.
       International refereed journals
  • N. Jozefowiez, F. Semet, E-G. Talbi, "The bi-objective covering tour problem", Computers and Operations Research, 2005, To appear (available on www.sciencedirect.com). [article].
  • L. Vermeulen-Jourdan, C. Dhaenens, E-G. Talbi, "Linkage disequilibrium study with a parallel adaptive GA", International Journal of Foundation in Computer Science, ISSN: 0129-0541, 2005, to appear.
       International refereed conferences and workshops
  • S. Cahon, N. Melab and E-G. Talbi, "ParadisEO: a framework for metaheuristics", International Workshop on Optimization Frameworks for Industrial Applications (ICOPI 2005), Paris, France, October 19-21, 2005.
  • L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, "LEMMO: Hybridising rule induction and NSGA II for multi-objective water systems design", Computing and Control in the Water Industry (CCWI2005), Exeter, UK, September 5-7, 2005.
  • J-C. Boisson, L. Jourdan, E-G. Talbi, C. Cren-Olivé and C. Rolando, Poster: "SCQ_ME: A New Engine For Peptide Mass Fingerprinting Without Mass List Extraction", HUPO Quatrième Congrès Annuel Mondial, Munich, Germany, August 28-September 1, 2005.
  • Khabzaoui M., Dhaenens C. and Talbi E-G., "Parallel Genetic Algorithms for multi-objective rule mining", In the Proceedings of the sixteenth Metaheuristic International Conference (MIC 2005), pp. 571-576, Vienna, Autria, August 22-26, 2005. [article].
  • J. Lemesre, C. Dhaenens and E.G. Talbi, "PPM : Une Méthode Exacte Bi-objectif", Quatrième Conférence Internationale en Recherche Opérationnelle (CIRO'05) , Marrakech, Maroc, May 23-26, 2005. [abstract].
  • S. Cahon, N. Melab and E-G. Talbi, "An Enabling Framework for Parallel Optimization on the Computational Grid", In Proceedings of the fifth IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'2005), Cardiff, UK, May, 2005.
  • L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, "Preliminary Investigation of the `Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design", In proceeding Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), LNCS 3410, pp. 841-855, ISBN: 3-540-24983-4, Guanajuato, Mexico, March 9-11, 2005. [article].
  • M.Mezmaz, N. Melab and E-G. Talbi, "Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization", Proceedings of European Grid Conference (EGC'2005), LNCS, Amsterdam, The Netherlands, February 14-16, 2005. [article].
  • M.Mezmaz, B.Wei, N.Melab and E-G.Talbi, "Meta-heuristic Hybridization on Peer-to-Peer Systems", Fourth International Workshop of the Euro Working Group on Parallel Processing in Operations Research (PAREO 2005), Mont-Tremblant, Quebec, Canada, January 16-21, 2005. [abstract].
       National refereed conferences and workshops
  • J-C. Boisson, L. Jourdan, E-G. Talbi, C. Cren-Olivé and C. Rolando, Poster: "SCQ_ME: A New Engine For Peptide Mass Fingerprinting Without Mass List Extraction", Premier Symposium de Chimie et Biologie Analytiques (SCBA 2005), Montpellier, France, September 26-28, 2005.
  • M. Mezmaz, N. Melab and E-G. Talbi, "Optimisation parallèle hybride sur système pair à pair", Seizième Rencontres Francophones du Parall&ecute;lisme (RENPAR'16), Le Croisic, France, April 5-8, 2005. [article].
  • S. Cahon, N. Melab and E-G. Talbi, "Une plate-forme pour l'optimisation parallèle approchée sur grilles", Quatrième Réunion du Groupe de Travail sur la Résolution Parallèle de Problèmes NP-Complets (NP-Par'05), Le Croisic, France, April 5-8, 2005.
  • M. Khabzaoui, C. Dhaenens, E-G. Talbi, "Métaheuristique parallèle pour les règles d'association multicritères", Sixième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2005), Tours, France, February 14-16, 2005.
  • L. Jourdan, D.W. Corne, "LEMMO : Application au design de réseau de distribution d'eau potable", Sixième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2005), Tours, France, February 14-16, 2005.
  • J. Lemesre, C. Dhaenens, E-G. Talbi, "Méthode parallèle par partitions : une nouvelles méthode exacte pour la résolution de problèmes bi-objectifs", Sixième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision (ROADEF'2005), pp. 259-260, Tours, France, February 14-16, 2005. [abstract].
  • N. Jozefowiez, F. Semet, E-G. Talbi, "Le probléme de la tournée couvrante bi-objectif", Sixième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision ROADEF'2005, Tours, France, February 14-16, 2005.
       Other national communications
  • N. Jozefowiez, F. Semet and E-G. Talbi, "Etude du problème de la tournée couvrante bi-objectif", PM2O, Polytech'Lille, France, May 20, 2005.
       Invited communications, courses and publications
  • C. Dhaenens, "Recherche Opérationnelle et Optimisation : quelle perspective pour le Data Mining", Conférence plénière - Sixième congrès de la Société Française de Recherche Opérationnelle et Aide à la décision ROADEF'2005, pp. 9-15, Tours, France, 2005.
       Reports, Habilitation Thesis and Ph.D. dissertations
  • C. Flipo-Dhaenens, "Optimisation Combinatoire multi-objectif : apport des méthodes coopératives et contribution à l'extraction de connaissances", Habilitation Thesis, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2005. [text in french available].
  • S. Cahon, "ParadisEO : Une plate-forme pour la conception et le déploiement de métaheuristiques parallèles hybrides sur clusters et grilles", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2005. [download].
  • M. Basseur, "Conception d'algorithmes coopératifs pour l'optimisation multi-objectif : Application aux problèmes d'ordonnancement de type Flow-shop", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2005. [download].


2004

       Books authored/co-authored, book chapters

  • N. Jozefowiez, E-G. Talbi and F. Semet, "A multi-objective evolutionary algorithm for the covering tour problem", In Applications of multi-objective evolutionary algorithms, Edited by C. Coello Coello and G. B. Lamont, World Scientific, Singapore, 2004.
       International refereed journals
  • S. Cahon, N. Melab and E-G. Talbi, "Building with ParadisEO reusible parallel and distributed evolutionary algorithms", Parallel Computing, vol.30(5-6), pp.677-697, June 2004.
  • S. Cahon, N. Melab and E-G. Talbi, "ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics", Journal of Heuristics, vol. 10(3), pp.357-380, May 2004.
       International refereed conferences and workshops
  • L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, "Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems", In Proceeding of Fourth International Conference on Hybrid Intelligent Systems (HIS 2004), Kita Kyushu, Japan, December 5-8, 2004, pp. 435-439, ISBN 0-7695-2291-2, IEEE Computer Society Press, USA, 2005. [article].
  • M. Basseur, F. Seynhaeve and E-G. Talbi, "Coopération de méthodes d'optimisation appliquée au FlowShop MultiObjectif", FRANCORO'04, French-speaking Operations Research Days, Friburg, Switzerland, August 18-21, 2004.
  • J. Lemesre, C. Dhaenens and E.G. Talbi, "A Parallel Exact Method for a Bicriteria Permutation Flow-Shop Problem", Project Management and Scheduling (PMS 2004), pp. 359-362, Nancy, France, July 26-28, 2004. [article].
  • B. Weinberg and E-G. Talbi, "NFL theorem is unusable on structured classes of problems", CEC'2004, Congress on Evolutionary Computation, vol. 1, pp. 220-226, Portland, Oregon, USA, June 2004.
  • M. Khabzaoui, C. Dhaenens and E-G. Talbi, "A Multicriteria Genetic Algorithm to analyze DNA microarray data", CEC'2004, Congress on Evolutionary Computation, vol. 2, pp. 1874-1881, Portland, Oregon, USA, June 2004.
  • M. Khabzaoui, C. Dhaenens and E-G. Talbi, "Association rules discovery for DNA microarray data", SIAM Bioinformatics Workshop, in conjunction with fourth SIAM International Conference on DataMining, pp. 63-71, Orlando, USA, April 24, 2004.
  • J. Lemesre, C. Dhaenens and E.G. Talbi, "A Parallel Exact Scheme to solve Bicriteria Problems", Multi-Objective Programming and Goal Programming (MOPGP'04), pp. 359-362, Hammamet, Tunisia, April 14-16, 2004.
  • B. Weinberg and E-G. Talbi, "On search space symmetry in partitioning problems", EvoCop'2004, 4th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3004, pp. 230-240, Coimbra, Portugal, April 2004.
  • L. Vermeulen-Jourdan, C. Dhaenens and E-G. Talbi, "Clustering Nominal and Numerical Data: a new Distance Concept for an  Hybrid Genetic Algorithm", EvoCop'2004, 4th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3004, pp. 220-229, Coimbra, Portugal, April 2004. [article].
  • L. Vermeulen-Jourdan, C. Dhaenens and E-G. Talbi, "A Parallel Adaptive Genetic Algorithm for Linkage Disequilibrium in Genomics", NIDISC'2004, Workshop on Nature Inspired Distributed Computing, IEEE IPDPS, ISBN 0-7685-2132-0, Santa Fe, USA, April 2004. [article].
  • M. Basseur, J. Lemesre, C. Dhaenens and E-G. Talbi, " Cooperation between Branch and Bound and Evolutionary Approaches to solve a BiObjective Flow Shop Problem", International Workshop on Experimental and Efficient Algorithms (WEA'2004), LNCS 3059, pp.72-86, Angra dos Reis, Rio de Janeiro, Brazil, May 2004. [article].
       Invited communications, courses and publications
  • E-G. Talbi, "Extraction de connaissances de données biologiquess", Invited Seminar at Pasteur Institute of Tunis, Tunisia, March 2004.
  • E-G. Talbi, "Méthodes d'optimisation pour le design de réseaux cellulaires", Invited Seminar at University of Louvain-la-Neuve, Louvain, Belgique, March 2004.
  • E-G. Talbi, "Modélisation et résolution de problèmes d'optimisation multi-critères", Invited Seminar at Institute of Hautes Etudes Commerciales, Tunis, Tunisia, April 2004.
  • E-G. Talbi, "Multi-objective optimization: algorithms and applications", Invited Seminar at University of Luxembourg, Université of Luxembourg, Luxembourg, June 2004.
       Reports and Ph.D. dissertations
  • N. Jozefowiez, "Modélisation et résolution approchée de problémes de tournéees multi-objectif", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2004. [download].
  • B. Weinberg, "Analyse et Résolution Approchées de Problémes d'Optimisation Combinatoire : Application au Problème de Coloration de Graphe", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2004. [download].


2003

       International refereed conferences and workshops

  • M. Khabzaoui, C. Dhaenens and E-G. Talbi, "A multicriteria genetic algorithm for DNA microarray data", Workshop on Real-life applications of Metaheuristics, Antwerp, Belgique, December 2003.
  • S. Cahon, N. Melab, E-G. Talbi and M. Schoenauer, "PARADISEO based design of parallel and distributed evolutionary algorithms", Evolutionary Algorithms EA'2003, Marseille, France, LNCS, October 2003.
  • L. Jourdan, C. Dhaenens and E-G. Talbi, "Rules Extraction in Linkage Sisequilibrium mapping with an Adaptive Genetic Algorithm",  European Conference on Computational Biology ECCB 2003, pp. 29-32, Paris, September 2003. [article].
  • M. Basseur, F. Seynhaeve and E-G. Talbi, "Adaptive mechanisms for multi-objective evolutionary algorithms", Computational Enginnering in Systems Applications IEEE Press (CESA'2003), Lille, France, July 2003. [article].
  • N. Jozefowiez, F. Semet and E-G. Talbi, "A Tabu search based method for a bi-objective vehicle routing problem", 5th EURO/INFORMS Joint International Meeting, Istanbul, Turkey, July 2003.
  • S. Cahon, E-G. Talbi and N. Melab, "ParadisEO: A Framework for Parallel and Distributed Biologically Inspired Heuristics", IEEE NIDISC'03 Nature Inspired Distributed Computing Workshop, Nice, France, April 2003.
  • L. Jourdan, C. Dhaenens and E-G. Talbi, "Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive  Genetic Algorithm", EvoBio 2003,  LNCS 2611, pp. 66-75, Colchester, Angleterre, April 14-16, 2003. [article].
       National refereed conferences and workshops
  • S. Cahon, N. Melab and E-G. Talbi, "ParadisEO : Un environnement pour le développement d'applications à base de métaheuristiques parallèles hybrides sur Grilles", NP-Par Workshop sur la résolution parallèle des problèmes NP-complets, Cagnes sur Mer, France, October 2003.
  • M. Khabzaoui, C. Dhaenens, A. N'Guessan and E-G. Talbi, "Etude exploratoire des critères de qualité des règles d'association en data mining", XXXVèmes Journées de Statistique, pp.583-587, Lyon, France, June 2003.
  • Khabzaoui M, Dhaenens C. and Talbi E-G., "Approche évolutionnaire multicritère pout les règles d'association en génomique", Cinquième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2003, pp. 173-174, Avignon, France, 2003.
  • Cahon S., Melab N. and Talbi E-G., "ParadisEO : Un environnement pour le développement d'applications à base de métaheuristiques parallèles coopératives", Cinquième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2003, pp. 70-71, Avignon, France, 2003.
       Invited communications, courses and publications
  • E-G. Talbi, "GRID data mining", GRID for complex problem solving Forum, Bruxelles, Belgium, Januar 2003.
       Other national communications
  • N. Jozefowiez, F. Semet and E-G. Talbi, "Résolution d'un problème de tournées multi-objectif", Innovation Technologiques pour les Transports Terrestres, Lille, France, December 2003.
  • J. Lemesre, M. Basseur, C. Dhaenens and E-G. Talbi, "Coopération entre méthode exacte et métaheuristique : Application au flow-shop bicritère", PM2O, Polytech'Tours, France, 13-14 November, 2003.
  • M. Basseur, "Méthode hybride pour l'ordonnancement flow-shop multi-critère", Journées GdR MACS, Bordeaux, France, October 16-17, 2003.
  • Dhaenens C., "Règles d'association pour données issues de biopuces : Approche par méthodes d'optimisation", Groupe de travail Biopuces - AS Aprentissage, 2003.
  • Khabzaoui M., Dhaenens C., Talbi E-G., Brozek J. and Buffat L., "Règles d'association pour données issues de biopuces : Application aux maladies cardiovasculaires", Workshop "Fouille de données biopuces", Conférence Extraction et Gestion des Connaissances (EGC'03), Lyon, France, 2003.
       Reports and Ph.D. dissertations
  • L. Jourdan, "Métaheuristiques pour l'extraction de connaissances: Application à  la génomique", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2003. [download].


2002

       Books authored/co-authored, book chapters

  • Jourdan L., Dhaenens C., Talbi E-G., "Discovery of Genetic and Environmental Interactgions in Disease Data using Evolutionary Computation", in D. Corne and G. Fogel editor, Evolutionary Computation in Bioinformatics, ISBN 1-5586-0797-8, Chapter 14, pp. 297-316, Morgan Kaufmann, 2002.
  • Dhaenens C., Espinouse M.-L., Penz B., "Problèmes combinatoires classiques et techniques de résolution", in G. Finke editor, Recherche Opérationnelle et Réseaux, ISBN 2-7462-0363-4, Hermes 2002.
       International refereed journals
  • Jourdan L., Dhaenens C., Talbi E.-G. and Gallina S., "A Data Mining Approach to Discover Genetic Factors involved in Multifactorial Diseases", Knowledge Based Systems (KBS) Journal, Elsevier Science, vol. 15(4), pp. 235-242, 2002. [article].
  • L. Dupont, C. Dhaenens-Flipo, "Minimizing the makespan on a single batching machine with non identical job sizes", Computers and Operations Research, vol. 29, pp. 807-819, 2002. [article].
  • E.-G. Talbi, "A taxonomy of hybrid metaheuristics", Journal of Heuristics, vol. 8, pp.541-564, 2002.
  • Brucker P., Dhaenens-Flipo C., Knust S., Kravchenko S.A., Werner F., "Complexity results for parallel machine problems with a single server", Journal of Scheduling, vol. 5, pp. 429-457, 2002.
  • I. Kort, E-G. Talbi, "An experimental study of multi-objective genetic algorithms", Studia Informatica Universalis, Special issue on Cutting, Packing and Knapsacking Problems, vol. 2(1), pp 137-156, 2002.
       International refereed conferences and workshops
  • Nicolas Jozefowiez, Frederic Semet, El-Ghazali Talbi, "Parallel and hybrid models for multi-objective optimization: Application to the Vehicle Routing Problem", Proceedings of PPSN VII, LNCS 2439, pp. 271-280, Springer-Verlag, Sep. 2002.
  • M. Basseur, F. Seynhaeve, E-G. Talbi, "Design of Multi-Objective Evolutionary Algorithms: Application to the Flow-Shop Scheduling Problem", Congress on Evolutionary Computation (CEC'02), pp. 1151-1156, Honolulu, Hawaii, USA, 2002.
  • N. Melab, S. Cahon, E-G. Talbi, L. Duponchel, "Parallel genetic algorithm based wrapper feature selection for spectroscopic data mining", BioSP3 Workshop on Biologically Inspired Solutions to Parallel Processing Problems, in IEEE IPDPS2002 (Int. Parallel and Distributed Processing Symposium), IEEE Press, Fort-Lauderdale, USA, April 2002.
       National refereed journal
  • Jourdan L., Dhaenens C., Talbi E.-G., "ASGARD : Un algorithme génétique pour les règles d'association", Extraction de Connaissances et Apprentissage (ECA - Hermès), vol. 16(6), pp. 657-683, 2002.
       National refereed conferences and workshops
  • M. Basseur, F. Seynhaeve and E-G. Talbi, "Conception d'algorithmes évolutionnaires hybrides multi-objectif : Application au problème de flow-shop", Quatrième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2002, p 48-49, Paris, France. [abstract].
  • L. Jourdan, C. Dhaenens and E-G. Talbi, "Datamining pour la génomique : approche par métaheuristiques", Journées ouvertes Biologie Informatique Mathématiques (JOBIM 2002), Poster, pp. 81-82, Saint Malo, Juin 2002.
  • L. Jourdan, C. Dhaenens, E-G. Talbi, "Algorithmes génétiques pour l'extraction de connaissances en génomique", Quatrième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2002, pp. 170-171, Paris, France.
  • N. Jozefowiez, F. Semet, E-G. Talbi, "Une méta-heuristique parallèle et hybride pour un problème d'élaboration de tournées de véhicules bi-critère", Quatrième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2002, pp. 174-175, Paris, France.
       Invited communications, courses and publications
  • E-G. Talbi, "Optimisation parallèle et distribué", Invited Seminar at USTHB University, Alger, Algeria, April 2004.
  • S. Cahon, E-G talbi, M. Schoenauer, "PARADISEO : A parallel and distributed library for metaheuristics", PAREO'2002 Third meeting of the PAREO Euro working group, Parallel Processing in Operations Research, Guadeloupe, France, May 2002.
  • V-D. Cung and B. LeCun, C. Roucairol and S. Cahon and E-G. Talbi and N. Melab, "Réesolution des problèemes d'optimisation combinatoire diffciles sur grilles de machines", Actes de l'Ecole Thématique sur la globalisation des ressources informatiques et des données GRID'2002, pp. 205-223, Aussois, France, December 2002.
       Other international communications
  • B. Weinberg and E-G Talbi, "Fitness landscape for metaheuristic design", International Symposium on Combinatorial Optimisation (CO'02), Paris, April 2002.
  • N. Jozefowiez, F. Semet, E-G. Talbi, "Solving a bi-objective vehicle routing problem using a hybrid parallel evolutionary metaheuristic", Optimization Days, Montreal, Canada, May 2002.
       Other national communications
  • N. Jozefowiez, F. Semet and E-G. Talbi, "Modélisation et résolution d'un problème d'élaboration de tournées de véhicules multi-critère", PM2O, Angers, France, May 2002.
       Reports and Ph.D. dissertations
  • H. Meunier, "Algorithmes évolutionnaires parallèles pour l'optimisation multi-objectif de réseaux de télécommunications mobiles", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France, 2002. [download].


2001

       Books authored/co-authored, book chapters

  • E-G. Talbi, "Towards hybrid biologically inspired heuristics", in Biocomputing: Solutions to Parallel and Distributed Computing Problems: lessons for biological Sciences, Edited by A. Y. Zomaya, F. Ercal and S.Olariu, John Wiley and Sons, USA, pp 69--86, 2001.
       International refereed journals
  • C. Dhaenens-Flipo, "A bicriterion approach to deal with a constrained single objective problem", International Journal of Production Economics, vol. 74, pp. 93--101, 2001.
  • C. Dhaenens-Flipo, G. Finke, "An integrated model for an industrial production-distribution problem", IIE Transactions, vol. 33(9), pp. 705--715, 2001.
  • E-G. Talbi, O. Roux, C. Fonlupt, D. Robillard, "Parallel ant colonies for the quadratic assignment problem", Future Generation Computer Systems, vol.17, pp. 441--449, 2001.
       International refereed conferences and workshops
  • E-G. Talbi, M-H. Mabed, M. Rahoual, C. Dhaenens, "New genetic approach for multicriteria optimization problems : Application to the flow-shop", First International Conference on Evolutionary Multi-Criterion Optimization, EMO'01, Lecture Notes in Computer Science, LNCS No.1993, Springer Verlag, pp. 416-428, Zurich, Switzerland, 2001.
  • M. Rahoual, B. Kitoun, M-H. Mabed, V. Bachelet, E-G. Talbi, "Unicriterion and multicriteria genetic algorithms for the vehicle routing problem with time windows", Conference of the European Chapter on Combinatorial Optimization ECCO XIV, Bonn, Germany, 2001.
  • N. Melab, E.-G. Talbi, "A parallel genetic algorithm for rule mining", Workshop on Bio-Inspired Solutions to Parallel Processing Problems (BioSP3), in IEEE IPDPS'2001 (Int Parallel and Distributed Processing Symposium), LNCS, Edited by Jose Rolim et al., Springer-Verlag, San Fransisco, USA, 2001.
  • L. Jourdan, C. Dhaenens, E-G. Talbi and S. Gallina, "An Optimization Approach to Mine Genetic Data", International Conference on Mathematics and Engineering Techniques in Medecine and Biological Sciences (METMBS'2001), Session "Biological Data Mining and Knowledge Discovery, pp. 40-46, Monte Carlo Resort, Las Vegas, Nevada, 2001.
  • B. Weinberg, V. Bachelet and E-G. Talbi, "A Co-evolutionist Meta-heuristic for the Assignment of the Frequencies in Cellular Networks", First European workshop on Evolutionary Computation in Combinatorial Optimization (EvoCOP), Lecture Notes in Computer Science, LNCS No.2037, Springer Verlag, pp. 140-149, Como, Italy, 2001.
  • L. Jourdan, C. Dhaenens and E-G Talbi, "A Genetic Algorithm for feature selection in Data-Mining for genetics", 4th Metaheuristics International ConferencePorto (MIC'2001), pp. 29-34, Porto (Portugal), 2001. [article].
  • D. Kebbal, E-G. Talbi, J-M. Geib, "Scheduling parallel adaptive applications in networks of workstations and clusters of processors", IEEE Int. Conf. on Cluster Computing, Newport Beach, California, USA, 2001.
       National refereed conferences and workshops
  • M-H. Mabed, M. Rahoual, E-G. Talbi, C. Dhaenens, "Algorithmes génétiques multicritères pour les problèmes de Flowshop", Troisième conférence francophone de modélisation et simulation - MOSIM'01, pp.843-849, Troyes, France, 2001.
  • H. Meunier, V. Bachelet, E-G. Talbi, A. Caminada, "A multi-objective genetic approach applied to cellular network design", AlgoTel'2001, Troisièmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, p.107-110, May 2001, Saint-Jean de Luz, France.
  • E-G. Talbi, "Résolution parallèle de problèmes d'optimisation combinatoire", JNPC'7, Septièmes Journées nationales sur la résolution pratique de problèmes NP-Complets, Toulouse, France, June 2001.
       Invited communications, courses and publications
  • E-G. Talbi, "Méthodes d'optimisation multi-critères", Invited Seminar at Institut Supérieur de Gestion (ISG), Tunis, Tunisia, April 2001.
       Other international communications
  • E-G. Talbi, H. Meunier, V. Bachelet, "A parallel metaheuristic for multi-objective cellular network design", EURO 2001, European Operational Research Conference, Rotterdam, Netherlands, 2001.
  • L. Jourdan, C. Dhaenens, E-G. Talbi, S. Gallina, C. Dina, "A Branch and Bound procedure to analyse multifactorial diseases", European Mathematical Genetics Meeting, pp.19-20, Institute of Biology, Lille, France, April 2001.
       Other national communications
  • L. Jourdan, C. Dhaenens and E-G. Talbi "Algorithme génétique pour l'analyse des maladies multifactorielles", Journée Evolutionnaire Trimestrielle (JET'6), Paris, Mars 2001.


2000

       International refereed journals

  • N. Melab, E-G. Talbi, "Parallel adaptive computing on meta-systems including NOWs", Parallel Computing, Vol.26, No.2, pp.267-284, 2000.
  • C. Dhaenens-Flipo, "Spatial Decomposition for a Multi-Facility Production and Distribution Problem", International Journal of Production Economics, vol.64, pp.177-186, 2000.
  • N. Melab, E-G. Talbi, S. Petiton, "A parallel adaptive Gauss-Jordan algorithm", Journal of Supercomputing, Vol.17, No.2, pp.167-185, Sept. 2000.
       International refereed conferences and workshops
  • P. Brucker, C. Dhaenens-Flipo, S. Knust, S.A. Kravchenko, F. Werner, "Complexity Results for Parallel Machine Problems with a Single Server", PMS 2000 : Euro Working group on Project Management and Scheduling, Osnabrück, Germany, pp. 82-84, 2000.
  • V. Bachelet et E-G. Talbi, "A Parallel Co-evolutionary Metaheuristic", Workshop on Bio-Inspired Solutions to Parallel Processing Problems (BioSP3), in IEEE IPDPS'2001 (Int Parallel and Distributed Processing Symposium), LNCS, vol 1800, Edited by Jose Rolim et al., Springer-Verlag, Cancun, Mexico, pp. 628-635, 2000.
  • V. Bachelet et E-G. Talbi, "COSEARCH: a Co-evolutionary Metaheuristic", Congress on Evolutionary Computation CEC'2000, pp. 1550-1557, San Diego, USA, 2000.
  • H. Meunier and E.G. Talbi and P. Reininger, "A multiobjective algorithm for radio network optimization", Congress on Evolutionary Computation CEC'2000, pp. 317-324, San Diego, USA, 2000. [article].
  • R. Hadji et M. Rahoual et E-G. Talbi et V. Bachelet, "Ant Colonies for the Set Covering Problem", 2nd International Workshop on Ant Algorithms (ANTS 2000), pp 63-66, Brussels, Belgium, 2000.
  • M-H. Mabed, M. Rahoual, E-G. Talbi, C. Dhaenens, "A genetic algorithm for multicriteria flowshop scheduling", 15th international Conference on Multiple Criteria Decision Making, MCDM'2000, Ankara, Turkey, 2000.
       National refereed conferences and workshops
  • E.-G. Talbi, V. Bachelet, "Une taxinomie des métaheuristiques hybrides", Troisième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2000, pp. 6-7, Nantes, 2000.
  • C. Dhaenens-Flipo, S.A. Kravchenko, "Ordonnancement sur machines parallèles avec serveur", Troisième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2000, pp.74-75, Nantes, 2000.
  • H. Meunier, P. Reininger, E.-G. Talbi, "Un algorithme génétique pour l'optimisation multi-critère d'un réseau cellulaire", Troisième Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision ROADEF'2000, pp. 26-27, Nantes, 2000.
       Invited communications, courses and publications
  • E.-G. Talbi, "Métaheuristiques parallèles adaptatives sur réseaux de stations homogènes", Ecole INRIA-CNRS iHPerf'2000, Applications parallèles Hautes Performances : Analyse, conception et Utilisation de Grappes Homogènes ou Hétérogènes de Calculateurs, Aussois, 2000.
       Other international communications
  • P. Brucker, S. Knust, C. Dhaenens-Flipo, S.A. Kravchenko, F. Werner, "Complexity Results for Parallel Machine Problems with a Single Server", Symposium of Combinatorial Optimization (CO2000), 2000. [article].
  • V. Bachelet et E-G. Talbi, "A parallel metaheuristic on large networks of workstations", Second Workshop of the PAREO working group on Parallel Processing in Operations Research, Paderborn, Germany, 2000.
  • Mabed M.H., Rahoual M., Talbi E.-G., Dhaenens C., "Using Genetic Algorithms to Schedule Multicriteria Flow Shop", PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN), Paris, 2000.
  • H. Bouziri, E.-G. Talbi, K. Mellouli, "On the evaluation of the effectiveness of the graph coloring operators", 13th Meeting of the European Chapter on Combinatorial Optimization, ECCO XIII, Capri, Italy, May 2000.
  • B. Weinberg, V. Bachelet, E-G. Talbi, "A Coevolutionary Metaheuristic for the Frequency Assignment Problem", Frequency Assignment Workshop, Brunel University, Greater London, 2000.
  • L. Jourdan, C. Dhaenens, E.-G. Talbi "Evolutionary feature selection for disease prediction", Mini symposium on Bio-informatics, Vrij Universiteit Amsterdam, Dec. 2000.
       Other national communications
  • E.-G. Talbi, "Conception de métaheuristiques parallèles hybrides pour l'optimisation combinatoire", Tutorial invité au Quatrième séminaire d'optimisation de France Telecom R&D, Sophia-Antipolis, France, April 2000.
  • C. Dhaenens, "Ordonnancement bicritère : utilisation d'un algorithme génétique", Journée ROADEF (Recherche Opérationnelle et Aide à la décision) sur la programmation mathématique multiobjectif, Tours, France, October 2000.
       Reports and Ph.D. dissertations
  • Brucker P., Dhaenens-Flipo C., Knust S., Kravchenko S.A., Werner F., "Complexity Results for Parallel Machine Problems with a Single Server", Research report, Osnabrücker Schriften zur Mathematik, Reihe P, No. 219, 2000. [article].
  • D. Kebbal, "Tolérance aux fautes et ordonnancement adaptatif dans les systèmes distribués hétérogènes", Ph.D. dissertation, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq - France, 2000.
  • I. Kort, E-G. Talbi, "A genetic algorithm for multi-objective knapsack problems", LIFL research report, Université de Lille 1, June 2000.
       Patents and licences
  • Adaptive parallel programming environment MARS.