Curriculum Vitæ

Manuel Clergue


    Revues internationales avec comité de lecture

  1. A Study of Fitness Distance Correlation as Difficulty Measure in Genetic Programming
    Tomassini M., Vanneschi L., Collard P., Clergue M.(2005)
    In Journal of Evolutionary Computation, MIT Press, Cambridge, MA, In VOL. 13, ISSUE 2 - SUMMER 2005. (mitpress)
  2. Genetic Algorithm: from Hegemony to Chaos
    Collard P. and Clergue M. (2001)
    In Complex Systems, Vol.12, No 1. Ed. S. Wolfram, 2000, pp.1-29. (ps gzipé pdf)
  3. Artificial Neurogenesis: Applications to the Cart-Pole Problem and to an Autonomous Mobile Robot
    Michel O., Clergue M. et Collard Ph. (1997)
    In International Journal on Artificial Intelligence Tools, Vol. 6, No. 4, 613-634, Ed. World Scientific Publishing Company, 1997. (ps gzipé pdf)

    Revues nationales avec comité de lecture

  4. Neutralité dans les payasages de fitness
    Verel S., Collard P., Clergue M. (2006)
    In Technique et Science Informatique, (à paraître). (pdf)

    Conférences internationales avec comité de lecture

  5. Anisotropic Selection in Cellular Genetic Algorithms
    Simoncini D., Clergue M., Vérel S., Collard P. (2006)
    In GECCO 06, ACM (à paraître).
  6. Teams of Genetic Predictors for Inverse Problem Solving
    Defoin Platel M., Chami M., Clergue M., Collard P. (2005)
    In EUROGP'05, Genetic Programming, 8th European Conference, LNCS 3447. Springer-Verlag, Lausanne, 2005, pp. 341-350.
  7. How to use the scuba diving metaphor to solve problem with neutrality ?
    Philippe Collard, Sébastien Verel, Manuel Clergue (2004)
    In ECAI'04: European Conference on Artificial Intelligence, Valence, Espagne, 2004, pp. 166-170.
  8. Fitness Clouds and Problem Hardness in Genetic Programming
    Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, and Sébastien Vérel (2004)
    In GECCO'04: Genetic and Evolutionary Computation Conference, Lecture Notes in Computer Science. Springer-Verlag, Seattle, USA, 2004, vol. 3103/2004, pp. 690-701.
  9. Scuba Search: when selection meets innovation
    Sébastien Verel, Philippe Collard, Manuel Clergue (2004)
    In CEC'04: IEEE International Congress on Evolutionary Computation, Portland, USA, 2004.
  10. Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming
    Leonardo Vanneschi, Marco Tomassini, Manuel Clergue and Philippe Collard (2003)
    In GECCO'03: Genetic and Evolutionary Computation Conference, Lecture Notes in Computer Science. Springer-Verlag, Chicago, USA, 2003, pp. 1788-1799. (pdf)
  11. Maximum Homologous Crossover for Linear Genetic Programming
    Michael Defoin Platel, Manuel Clergue and Philippe Collard (2003)
    In EUROGP'03: Genetic Programming, 6th European Conference, Lecture Notes in Computer Science. Springer-Verlag, Heidelberg, 2003, pp. 194-203.(pdf)
  12. Fitness Distance Correlation in Structural Mutation Genetic Programming
    Leonardo Vanneschi, Marco Tomassini, Philippe Collard and Manuel Clergue (2003)
    In EUROGP’03: Genetic Programming, 6th European Conference, Lecture Notes in Computer Science, LNCS 2610. Springer-Verlag, Heidelberg, UK, 2003, pp. 455-464. (pdf)
  13. Where are Bottleneck in NK-Fitness Landscapes ?
    Sébastien Verel, Philippe Collard, Manuel Clergue (2003)
    In CEC'03: IEEE International Congress on Evolutionary Computation, Canberra, Australia, 2003, pp. 273-280. (pdf)
  14. Homology Gives Size Control in Genetic Programming
    Michael Defoin Platel, Manuel Clergue and Philippe Collard (2003)
    In CEC'03: IEEE International Congress on Evolutionary Computation, Canberra, Australia, 2003, pp. 281-288. (pdf)
  15. Fitness Distance Correlation in Genetic Programming: a Constructive Counterexample
    Leonardo Vanneschi, Marco Tomassini, Philippe Collard and Manuel Clergue (2003)
    In CEC'03: IEEE International Congress on Evolutionary Computation, Canberra, Australia, 2003, pp. 289-296.
  16. Fitness Distance Correlation and Problem Difficulty for Genetic Programming
    Manuel Clergue, Philippe Collard, Marco Tomassini, Leonardo Vanneschi (2002)
    In GECCO'02: Genetic and Evolutionary Computation Conference, Morgan Kaufmann Ed. New-York, USA, 2002, pp.724-732. (pdf)
  17. GA-hard functions built by combination of trap functions
    Manuel Clergue , Philippe Collard (2002)
    In Proceedings of the 2002 Congress on Evolutionary Computation CEC2002, Ed. David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton", pp. 249-254, IEEE Press. Honolulu, Hawaii, USA, 2002. (pdf)
  18. Misleading Functions for Genetic Algorithms, Designed from Alternation
    Collard P., Clergue M., Bonnin Francis (2000)
    In IEEE International Congress on Evolutionary Computation, La Jolla Marriott, San Diego, USA, 2000, pp. 1056-1063. (ps gzipé pdf)
  19. Genetic Heuristics for Search Space Exploration
    Clergue M. et Collard Ph.(1999)
    In Proceedings of the International Joint Conference on Artificial Intelligence, Stockolm, 1999, pp.1218-1223, Ed. Morgan Kaufmann. (ps gzipé pdf)
  20. Genetic Algorithm for Artificial Neurogenesis
    Clergue M., Collard Ph. (1998)
    In Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, 1998, pages 411-416. (ps gzipé pdf)
  21. Fitness Distance Correlation, as statistical measure of Genetic Algorithm
    Collard Ph., Gaspar A., Clergue M. et Escazut C. (1998)
    In Proceedings of the European Conference on Artificial Intelligence, Brighton, 1998, pages 650-654, Ed. John Wihley \& Sons.
  22. Pareto Optimization and Dual Genetic Algorithm
    Clergue M., Collard Ph. (1997)
    In Proceedings of the Third International Conference on Artificial Neural Networks and Genetic Algorithms, Norwich, 1997, pages 188-192, Ed. Springer-Verlag.
  23. DGA and Pareto Elitism : Improving Pareto Optimization
    Clergue M., Gaspar A., Collard Ph. (1997)
    In Proceedings of the Second International Symposium on Soft Computing, Nîmes, 1997, Ed. ISSC.
  24. Biological Metaphors for Artificial Cognitive Systems Evolution
    Biondi J., Michel O. et Clergue M.(1996)
    In Proceedings of the 14th International Congress of Cybernetics, Namur, 1995, pages 108-112.

    Conférences nationales avec comité de lecture

  25. Size Control with Maximum Homologous Crossover
    Defoin Platel M., Clergue M., Collard P. (2005)
    In EA'05, 7th Intl Conf on Artificial Evolution, Lille (to appear). (pdf)
  26. From Royal Road to Epistatic Road for Variable Length Evolution Algorithm
    Michael Defoin Platel, Sébastien Verel, Manuel Clergue, Philippe Collard (2004)
    In EA'03: Artificial Evolution, 5th European Conference, Revised selected papers in Lecture Notes in Computer Science, LNCS 2936. Springer-Verlag Berlin Heidelberg, 2004, pp. 3-14. (pdf)
  27. Synthetic Neutrality for Artificial Evolution
    Collard P., Clergue M., Defoin Platel M. (2000)
    In Artificial Evolution: Fourth European Conference AE'99, Revised selected papers in Lecture Notes in Computer Sciences 1829, Springer-Verlag Ed., 2000, pp.254-265.

    Mémoires

  28. Dynamique des Populations et Polymorphisme dans les Algorithmes Génétiques
    Clergue M.(1999)
    Thèse de doctorat de l'Université de Nice Sophia Antipolis, mention Sciences Informatiques.
  29. Algorithmes Génétiques pour la Morphogénèse de Réseaux de Neurones
    Clergue M.(1995)
    Rapport de stage du DEA Informatique de l'Université de Nice Sophia Antipolis.