Julien LEPAGNOT

PhD in Computer Science

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International Journals

  • I. Boussaïd, J. Lepagnot & P. Siarry, “A survey on optimization metaheuristics,” Information Sciences, vol. 237, pp. 82–117, doi: 10.1016/j.ins.2013.02.041, 2013.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “A Multiple Local Search Algorithm for Continuous Dynamic Optimization,” Journal of Heuristics, vol. 19, no. 1, pp. 35–76, 2013.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “A new multiagent algorithm for dynamic continuous optimization,” International Journal of Applied Metaheuristic Computing, vol. 1, no. 1, pp. 16–38, 2010.
  • J. Lepagnot & G. Hutzler, “A multiscale agent-based model for the simulation of avascular tumour growth,” Journal of Biological Physics and Chemistry, Vol. 9, pp. 17–25, 2009.

Reviewed International Conference Proceedings

  • J. Lepagnot, L. Idoumghar & D. Fodorean, “Hybrid Imperialist Competitive Algorithm with Simplex approach: Application to Electric Motor Design,” under submission.
  • T. Rohmer, A. Nakib, J. Lepagnot & A. Nafaa, “Adaptive Peer Selection Strategy in P2P-VoD systems based on Dynamic Metaheuristic”, under submission.
  • A. El Dor, J. Lepagnot, A. Nakib & P. Siarry, “PSO-2S Optimization Algorithm for Brain MRI Segmentation,” 7th International Conference on Genetic and Evolutionary Computing, Prague, Czech Republic, to be held on August 25-27, 2013, accepted.
  • J. Lepagnot & L. Idoumghar, “Prediction Technique integrated into Particle Swarm Optimization Algorithm,” 26th European Conference on Operational Research, Rome, Italy, to be held on July 1-4, 2013, accepted.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “A Dynamic Multi-Agent Algorithm Applied to Challenging Benchmark Problems,” in Proc. IEEE Congress on Evolutionary Computation, Brisbane, Australia, June 2012, pp. 2508–2515.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Brain cine-MRI Sequences Registration using B-spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm,” in Proc. International Conference on Learning and Intelligent Optimization (LION6), Paris, France, January 2012.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Brain cine-MRI registration using MLSDO dynamic optimization algorithm,” in Proc. 9th Metaheuristics International Conference (MIC 2011), vol. 1, Udine, Italy, July 2011, pp. 241–249.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Brain Cine MRI Segmentation Based on a Multiagent Algorithm for Dynamic Continuous Optimization,” in Proc. IEEE Congress on Evolutionary Computation, vol. 1, New Orlean, USA, June 2011, pp. 1695–1702.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “A Multi-Agent based Algorithm for Continuous Dynamic Optimization,” EU/MEeting 2010 workshop, Lorient, France, June 2010.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Performance analysis of MADO dynamic optimization algorithm,” in Proc. IEEE International Conference on Intelligent Systems Design and Applications, Pisa, Italy, December 2009, pp. 37–42.

Reviewed National Conference Proceedings

  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Recalage de séquences d’images IRM basé sur un nouvel algorithme d’optimisation dynamique,” Congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2011), vol. 1, Saint Etienne, France, Mars 2011, pp. 393–394.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Réduction du nombre de paramètres de la métaheuristique d’optimisation dynamique MADO,” Congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2010), Toulouse, France, Février 2010.

Book chapters

  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Brain cine-MRI registration using MLSDO dynamic optimization algorithm,” in L. Di Gaspero, A. Schaerf & T. Stützle (Eds), Advances in Metaheuristics, Springer, pp. 99–111, 2013.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Elastic registration of brain cine-MRI sequences using MLSDO dynamic optimization algorithm,” in E. Alba, A. Nakib & P. Siarry (Eds), Metaheuristics for Dynamic Optimization, Springer, pp. 211–224, 2013.

Misc. Papers

  • J. Lepagnot, “Conception de métaheuristiques pour l'optimisation dynamique. Application à l'analyse de séquences d'images IRM,” Thèse de doctorat, Université Paris-Est, Décembre 2011.
  • J. Lepagnot, A. Nakib, H. Oulhadj & P. Siarry, “Optimisation dynamique : état de l’art et proposition d’une métaheuristique multi-agents,” Bulletin de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, no. 25, pp. 8–12, 2010.

Misc. Presentations

  • Oral presentation at a GdR ISIS/Club EEA meeting day, Paris, France, January 2012.
  • Oral presentation at an internal workshop of the LiSSi laboratory, Créteil, France, October 2011.
  • Oral presentation at an internal seminar of the GRETTIA (IFSTTAR) laboratory, Noisy le Grand, France, March 2011.
  • Poster presentation at Doctoriales de l'Université Paris-Est, La Brosse-Montceaux, France, September 2010.
  • Oral presentation at the EURO Summer Institute, Klagenfurt, Austria, August 2010.
  • Oral presentation at the PhD student conference of the MSTIC Graduate School, Champ sur Marne, France, June 2010.
  • Oral presentation at an internal workshop of the LiSSi laboratory, Créteil, France, November 2009.