EASEA Parallelization of Tree-Based Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Ogier Maitre and Stephane Querry and 
                 Nicolas Lachiche and Pierre Collet",
  title =        "EASEA Parallelization of Tree-Based Genetic
  booktitle =    "2010 IEEE World Congress on Computational
  year =         "2010",
  editor =       "Pilar Sobrevilla",
  pages =        "1997--2004",
  address =      "Barcelona",
  month =        "18-23 " # jul,
  organisation = "IEEE Computational Intelligence Society",
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, GPU",
  isbn13 =       "978-1-4244-6910-9",
  DOI =          "doi:10.1109/CEC.2010.5586258",
  size =         "8 pages",
  abstract =     "This paper introduces the implementation of Koza-style
                 tree-based Genetic Programming on General Purpose
                 Graphic Processing Units (GPGPU) using the EASEA
                 language, and shows how a GP algorithm can be easily
                 implemented using EASEA and CUDA.

                 Performance is first discussed on a classical toy
                 problem taken from one of Koza's books and then on a
                 real world problem inspired from aeronautics, that
                 extends the results to difficult problems with large
                 data sets.",
  notes =        "tree GP. nVidia 295 GTX CUDA 2.3 Trigonometric
                 regression (RMS error fitness disabled) cos(2x)
                 Population 128 to 65536. TGPNode. Lyshevski F3A
                 radio-controlled aerobatic aircraft model competitions.
                 4 control dimensions quaternion. Population 40960, 100
                 generations, 51000 training values GP operation per
                 second not given.

                 WCCI 2010 - A joint meeting of the IEEE, the INNS, the
                 EPS and the IET. Also known as \cite{5586258}",

Genetic Programming entries for Ogier Maitre Stephane Querry Nicolas Lachiche Pierre Collet