Jean-Charles CREPUT Associate Professor HDR Phone: +33 (0) 384 583 195 Fax: +33 (0) 384 583 342 Email: jean-charles.creput[at]utbm.fr FOAF: Creput_jean-charles

CV: PDF LaTeX h-index: 7

Short Bio

Jean-Charles Créput received his Ph.D. in Computer Science from University of Paris 6, France, in 1997. He defended his Habilitation in November 2008 at the University of Bourgogne, France. He is currently an associate professor in Computer Sciences and Engineering at the University of Technology of Belfort-Montbeliard, France, and performs research activity at the Systems and Transportation (SeT) Laboratory. At the intersection of operations research, artificial intelligence, and soft-computing techniques, his research interests include evolutionary algorithms, neural networks and multi-agent systems for combinatorial optimization. The applications concerns telecommunications, intelligent transportation services, and recently optimization of routing schemes in multi-processor system-on-chips. The emphasis is put on the design of solution methods for large scale NP-hard optimization problems, even when considered in a dynamic setting, taking into account their potential for distributed and parallel implantations on multiprocessors.

Research Interests

• combinatorial optimization
• evolutionary algorithms
• memetic algorithms
• metaheuristics
• neural networks
• multi-agent systems
• network-on-chip
• vehicle routing problems
• land transport networks
• cellular communication networks

Publications

2011

• From the TSP to the Dynamic VRP: an Application of Elastic Net in Population based Metaheuristic
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  Chapter in Metaheuristics for Dynamic Optimization, chapter From the TSP to the dynamic VRP: an application of elastic net in population based metaheuristic, Springer, in Press, 2011.

• Two Phases Parallel Hyperheuristic Approach to the Bus Driver Scheduling Problem
  S. LI, Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of the 5th Multidisciplinary International Scheduling Conference (MISTA 2011), Phoenix, Arizona, 2011.

• Self-Organizing Maps in Population based Metaheuristic to the Dynamic Vehicle Routing Problem
  Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Olivier KUHN.
  In Journal of Combinatorial Optimization, Springer, 2011.
  DOI: 10.1007/s10878-011-9400-8.
  ISBN: 1382-6905.

• Dynamic Vehicle Routing Problem for Medical Emergency Management
  Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Olivier KUHN.
  Chapter in Self Organizing Maps - Applications and Novel Algorithm Design, New Achievements, chapter 13, pp. 233-250, INTECH, 2011.
  ISBN: 978-953-307-546-4.

2010

• Coalition-Based Metaheuristic: a Self-Adaptive Metaheuristic Using Reinforcement Learning and Mimetism
  David MEIGNAN, Abderrafiaa KOUKAM, and Jean-Charles CREPUT.
  In Journal of Heuristics, vol. 16(6), pp. 859-879, Springer, 2010.
  DOI: 10.1007/s10732-009-9121-7.

• Un Framework Organisationnel et Multi-Agent pour la Conception de Métaheuristiques
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Revue d'Intelligence Artificielle RSTI-RIA, vol. 24(6), pp. 787-816, 2010.

• A Hyper-Heuristic System for Bus Driver Scheduling Problem
  S. LI, Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of EU/MEeting 2010, University of South-Brittany, France, 2010.

• From Simple Heuristics to Evolutionary Approach for Routing Messages in a Noc
  Jean-Charles CREPUT, R. DAFALI, A. ROSSI, M. SEVAUX, and B. ZERBO.
  In Proc. of EU/MEeting 2010, University of South-Brittany, France, 2010.

2009

• A Memetic Neural Network for the Euclidean Traveling Salesman Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Neurocomputing, vol. 72, pp. 1250-1264, Elsevier, 2009.

• Environment for Modelling and Solving Dynamic Transport Problems
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Computing and Informatics, vol. 28(3), pp. 1001-1022, Slovak Academy of Sciences, 2009.

• A Cooperative and Self-Adaptive Metaheuristic for the Facility Location Problem
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of Genetic and Evolutionary Computation Conference (GECCO’09), Montréal, Canada, 2009.

2008

• The Memetic Self-Organizing Map Approach to the Vehicle Routing Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Soft Computing - A Fusion of Foundations, vol. 12(11), pp. 1125-1141, Springer, 2008.

• Self-Organization and Evolution Combined to Address the Vehicle Routing Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Lecture Notes in Computer Science (AE’2007), vol. 4926, pp. 100-111, Springer-Verlag, 2008.

• Approach for Optimized and Dynamic Medical Emergency Management
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of the 5th International Conference Service Systems and Service Management - Exploring Service Dynamics with Science and Innovative Technology (ICSSSM'08), 2008.

• Un Framework Organisationnel pour la Conception et L'Implantation Multi-Agent de Métaheuristiques
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2008), Brest, France, 2008.

• Coalition-Based Metaheuristic: a Self-Adaptative Metaheuristic Using Reinforcement Learning and Mimetism
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of the Workshop on Hyper-heuristics - Automating the Heuristic Design Process (PPSN X), Dortmund, Germany, 2008.

• A Coalition-Based Metaheuristic for the Vehicle Routing Problem
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of IEEE Congress on Evolutionary Computation, Hong Kong, 2008.

• An Organizational View of Metaheuristics
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of the First International Workshop on Optimisation in Multi-Agent Systems (AAMAS'08), Estoril, Portugal, 2008.

• Self-Organization in Evolution for the Solving of Distributed Terrestrial Transportation Problems
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  Chapter in Soft Computing applications in industry, Studies in Fuzziness and Soft-Computing series, vol. 226, pp. 189-205, Springer-Verlag, 2008.

• Self-Organizing Maps in Evolutionary Approach for the Traveling Salesman Problem and Vehicle Routing Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Journal of Information and Optimization Sciences, vol. 29(3), pp. 485-512, 2008.

2007

• Optimisation de Plan de Mobilité
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Proc. of Journée industrielle "Optimisation des ressources dans les entreprises" (CNRS/ROADEF/UTBM), 2007.

• Dynamic Optimization for Medical Emergencies Management
  Olivier KUHN, Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Proc. of the IEEE First International Conference of E-Medical Systems, Fez, Morocco, 2007.

• Interactive Meshing for the Design and Optimization of Bus Transportation Networks
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Transportation Engineering, ASCE Publications, vol. 133(9), pp. 529-538, 2007.

• Transport Clustering and Routing As a Visual Meshing Process
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Information and Optimization Sciences, vol. 28(4), pp. 573-601, 2007.

• Self-Organizing Maps in Evolutionary Approach Meant for Dimensioning Routes to the Demand
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Proc. of the 21th International Conference on Computer, Electrical, and Systems Science, and Engineering (CESSE 2007), pp. 444-551, Vienna, Austria, WASET publications, 2007.

• Self-Organizing Maps in Evolutionary Approach for the Vehicle Routing Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In International Journal of Computer Science and Network Security, vol. 7(1), pp. 103-110, 2007.

2006

• Local Search Study of Honeycomb Clustering Problem for Cellular Planning
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Mobile Network Design and Innovation, vol. 1(2), 2006.

• Multi-Agent Approach to Dynamic Pick-Up and Delivery Problem with Uncertain Knowledge About Future Transport Demands
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Fundamenta Informaticae, vol. 7(1), pp. 1001-1010, IOS Publisher, 2006.

• Modeling and Optimization of City Traffic with the Agent Approach
  P. SWIDA, Jaroslaw KOZLAK, and Jean-Charles CREPUT.
  In Proc. of 12th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'06, Saint-Etienne, France, May 17-19, 2006.

2005

• Automatic Mesh Generation for Mobile Network Dimensioning Using Evolutionary Approach
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, Thomas LISSAJOUX, and Alexandre CAMINADA.
  In IEEE Transactions on Evolutionary Computation, vol. 9(1), 2005.

• A Neural Evolutionary Algorithm for Geometric Median Cycle Problem
  N. HAYARI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of European Simulation and Modeling Conference, ESM’2005, EUROSIS, Porto, Portugal, October 24-26, 2005.

2004

• Multi-Agent Environment for Dynamic Transport Planning and Scheduling
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Lecture Notes in Computer Science, vol. 3038, pp. 638-645, Springer-Verlag, 2004.

• An Evolutionary Approach to Pickup-And Delivery Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, Jaroslaw KOZLAK, and J. LUKASIK.
  In Proc. of Lecture Notes in Computer Science, vol. 3038, pp. 1102-1108, Springer-Verlag, 2004.

2003

• Du Comportement de Groupe au Comportement Individuel : un Modèle évolutionniste pour Optimiser la Consultation de Sites Web Complexes
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT.
  In Proc. of IEEE Conférence Internationale Sciences Electroniques, Technologies de l'Information et des Télécommunications, IEEE SETIT'03, Sousse, Tunisie, 17-21 Mars, 2003.

• Apprentissage à Distance : un Modèle évolutionniste pour Assister un Public Hétérogène
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and D. BROEGLIN.
  In Proc. of Second Colloque du Guéret autour des Communautés Virtuelles Educatives, Guéret, France, 4-6 juin, 2003.

2002

• Grilles Auto-Organisatrices pour le Dimensionnement de Parcours de Véhicules Adaptés à la Demande
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and L. GWIAZDZINSKI.
  In Proc. of Troisième Conférence Internationale en Recherche Opérationnelle, CIRO'02, Théorie et Application, Marrakech, Maroc, 4-6 Juin, 2002.

• Evolutionary Methods for the Antenna Parameter Setting Problem
  Thomas LISSAJOUX, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and D. RENAUD.
  In Proc. of Workshop on Biologically Inspired Solutions to Parallel Processing Problems BIOSP02 (IEEE IPDPS 2002 Workshop), Fort Lauderdale, Florida, April 15-19, 2002.

2001

• Modélisation Macroscopique Du Trafic Sur un Carrefour Urbain: Approches Neuronales et Estimation Paramétrique
  N. MESSAI, P. THOMAS, D. LEFEBVRE, and Jean-Charles CREPUT.
  In Proc. of 3e Conférence Francophone de Modélisation et Simulation, MOSIM'01, Université de Technologie de Troyes, France, 25-27 avril, 2001.

2000

• A Connexionnist Approach to the Hexagonal Mesh Generation
  Jean-Charles CREPUT, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of 16th IMACS World Congress, Lausanne, 2000.

• A Multi-Agent Approach to Adaptive Mesh Generation
  Vincent HILAIRE, Thomas LISSAJOUX, Abderrafiaa KOUKAM, and Jean-Charles CREPUT.
  In Proc. of Agent-Based Simulation, SCS-Europe, Passau, Germany, May 2-3, 2000.

• Evolutionary Meshing for Mobile Network Dimensioning
  Thomas LISSAJOUX, Abderrafiaa KOUKAM, D. RENAUD, Alexandre CAMINADA, and Jean-Charles CREPUT.
  In Proc. of 2ièmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, AlgoTel'2000, La Rochelle, France, 2000.

1999

• A Neural Network Model to Index Medical Images
  Jean-Charles CREPUT, A. CARON.
  In Journal of Biological Systems, vol. 7(1), pp. 45-51, World Scientific Pub., 1999.

• Mobile Network Dimensioning: an Evolutionary Approach
  Thomas LISSAJOUX, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and D. RENAUD.
  In Proc. of Seventh International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS’99, co-sponsored by ACM, IEEE, 1999.

• Environnement D’aide à la Réutilisation D’algorithmes D’optimisation et Applications
  Jean-Charles CREPUT, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of Troisième Séminaire Optimisation du CNET (Centre National d’Etude des Télécommunications), Sophia Antipolis, 28-30 Avril, 1999.

1998

• Un Réseau de Neurones pour Améliorer la Précision D’un Système de Recherche D’informations D’images Médicales
  Jean-Charles CREPUT, A. CARON.
  In Proc. of 15e congrès international de cybernétique de Namur, Belgique, Août, 1998.

1997

• An Information Retrieval System Using a New Neural Network Model
  Jean-Charles CREPUT, A. CARON.
  In CYBERNETICA, vol. XL(2), pp. 127-139, 1997.

• A Neural Network Model for Identification
  Jean-Charles CREPUT.
  In Proc. of 15th IMACS World Congress, Artificial Intelligence and Computer Science, vol. 4, pp. 343-348, 1997.

• A Neural Network Which Increases in a Suitable Size
  Jean-Charles CREPUT, A. CARON.
  In Proc. of 11th International Conference on Mathematical and Computer Modelling and Scientific Computing, Washington, March, 1997.

• A Neural Network Model for the Irs
  Jean-Charles CREPUT, A. CARON.
  In Proc. of International Conference on Mathematical and Computer Modelling and Scientific Computing, special issue of the journal Mathematical and Computer Modelling and Scientific Computing, vol. 8, 1997.

1995

• Sur un Algorithme de Synthèse de Fonction Booléenne Par un Réseau Neuronal
  Jean-Charles CREPUT, A. CARON, and M. QUENTEL.
  In Proc. of 14e congrès international de cybernétique de Namur, Belgique, Août, 1995.

• A Neural System to Detect Faulty Components on Complex Boards in Digital Switches
  M. COLLOBERT, Jean-Charles CREPUT, and D. COLLOBERT.
  In Proc. of Int. Workshop on Applications of Neural Networks to Telecommunications 2, pp. 334-338, 1995.

1994

• Système de Détection de Composants Défectueux Sur Cartes Numériques Complexes
  M. COLLOBERT, Jean-Charles CREPUT, and D. COLLOBERT.
  In Proc. of First International Conference on Neural Networks and their Applications, NEURAP'94, pp. 13-17, 1994.

Links

• OR-Group - Operations Research group - Cross project @ Lab-STICC/CACS.
• EU/ME - the metaheuristics community.

Teaching Activities

• LO43 - Bases fondamentales de la programmation orientée objet
• GL53 - Interface et coopération homme/machine
• MA70 - Cours de l'école doctorale SPIM - Optimisation par algorithmes évolutionnaires et réseaux neuronaux
• Master AHPM - Optimisation et simulation des réseaux de transport

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