Frédéric Krüger

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Étudiant en thèse dans l'équipe BFO du Image Sciences, Computer Sciences and Remote Sensing Laboratory de Louis Pasteur University à Strasbourg.

Research

Phd research : Load Profile Determination with Parallel Artificial Evolution

Publications

Participation in books

  • P. Collet, O. Maitre, F. Krüger, D. Sharma
Massively Parallel Artificial Evolution for Hierarchical GPU Parallel Systems.
EVOLVE, A bridge between between Probability, Set Oriented Numeric and Evolutionary Computation, to appear
E. Tantar, A. Tantar, O. Shuetze (Eds.), Springer, Studies in Computational Intelligence
  • O. Maitre, F. Krüger, D. Sharma, S. Querry, N. Lachiche, P. Collet
Evolutionary Algorithm onto GPGPU using EASEA.
Programming Multi-core and Many-core Computing Systems
Sabri Pllana and Fatos Xhafa (Eds.), John Wiley & Sons, to appear

Articles in international journals with review committee

  • L.A. Baumes, F. Krüger, S. Jimenez, P. Collet and A. Corma
Boosting theoretical zeolitic framework generation for the prediction of new materials struc-

tures using GPU programming.

Physical Chemistry Chemical Physics, pp. 4674–4678, Vol. 13, 2011
  • O. Maitre, F. Krüger, S. Querry, N. Lachiche, P. Collet
EASEA : Specification and Execution of Evolutionary Algorithms in GPGPU.
Soft Computing - A Fusion of Foundations, Methodologies and Applications, pp. 261–279, Vol. 16, Num. 2, February 2012

Articles in international conferences with review committee :

  • F. Krüger, O. Maitre, S. Jimenez, L.A. Baumes, and P. Collet
Speedup between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU chip.
Springer Applications of Evolutionary Computation, pages 501-511, 2010
  • L.A. Baumes, F. Krüger, S. Jimenez, O. Maitre, P. Collet, and A. Corma
Boosting zeolite structure prediction.
7th International Mesostructured Materials Symposium, Sorrento, Italie, 2010
  • F. Krüger, L.A. Baumes, and P. Collet
Exploiting clusters of GPU machines with the EASEA platform.
Artificial Evolution 2011 Angers, France, Springer, LNCS
  • L. Baumes, F. Krüger, P. Collet
EASEA : a Generic Optimization Tool for GPU machines in Asynchronous Island Model.
Komplastech 2011, to appear
  • F. Krüger, D. Wagner, P. Collet
Using a Genetic Algorithm for the Determination of Power Load Profiles.
EvoApps 2013 Vienna, to appear
  • F. Krüger, D. Wagner, P. Collet
Load Profile Determination with Artificial Evolution.
IEEE Powertech 2013 Grenoble, to appear
  • F. Krüger, D. Wagner, P. Collet
Blind Signal Separation applied to Power Load Profiles Computation.
IEEE Pes 2013 Vancouver, to appear

Participations and Presentations in Conferences and Workshops

  • Journées Evolutionnaires Trimestrielles JET19 - Paris 10th April 2009
Zeolite research on GPGPU with EASEA.
  • 4th Artificial Evolution Summer School - Porquerolles 8-11th June 2009
Organization of a tutorial : Genetic Algorithm on GPGPU with EASEA.
  • EA’09 : 9th International Conference on Artificial Evolution - Strasbourg 26-28th October 2009
Involved in the organisation.
  • Journées Evolutionnaires Trimestrielles JET 20 - Paris 26th March 2010
Memetic algorithms on a GPGPU board.
  • Evostar 2010 - Istanbul Turkey 7-9th April 2010
Speedup between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU chip.
  • Journées Evolutionnaires Trimestrielles JET21 - Paris 14th January 2011
Island Model with EASEA for Massif Parallelism.
  • 18th KomPlasTech : Mini-symposium on Genetic algorithms in materials design and processing - 16-19th January 2011
Coarse Grained Prediction of Zeolite Structures using GPU programming and the Island Model.
  • EVOLVE 2011 - Luxembourg 26th May 2011
Massively Parallel Artificial Evolution for Hierarchical GPU Parallel Systems.
  • 6th Artificial Evolution Summer School - Calais 14-17th June 2011
Organization of a tutorial : EAs with EASEA.
  • 7th Artificial Evolution Summer School - Quiberon 12-15th June 2012
Tutorial : Massive Parallelism of Evolutionary Algorithms on GPU Cards with EASEA.
  • Journées Evolutionnaires Trimestrielles JET23 - Paris 23rd November
Evolutionary Algorithm for the Determination of Load Profiles.
  • Evostar 2013 - Vienna Austria 3-5th April 2013
Using a Genetic Algorithm for the Determination of Power Load Profiles.

Complete list of publications with bibtex references

Contact

Frédéric Krüger
LSIIT - UMR7005
Pôle API
Bd Sébastien Brant - BP 10413
67412 Illkirch cedex
Tel : 
email : frederic.kruger@etu.unistra.fr