Fast Genetic Programming and Artificial Developmental Systems on GPUs

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{10.1109/HPCS.2007.17,
  author =       "S. L. Harding and W. Banzhaf",
  title =        "Fast Genetic Programming and Artificial Developmental
                 Systems on GPUs",
  booktitle =    "21st International Symposium on High Performance
                 Computing Systems and Applications (HPCS'07)",
  year =         "2007",
  pages =        "2",
  address =      "Canada",
  publisher =    "IEEE Computer Society",
  keywords =     "genetic algorithms, genetic programming, GPU",
  ISBN =         "0-7695-2813-9",
  DOI =          "doi:10.1109/HPCS.2007.17",
  abstract =     "In this paper we demonstrate the use of the Graphics
                 Processing Unit (GPU) to accelerate Evolutionary
                 Computation applications, in particular Genetic
                 Programming approaches. We show that it is possible to
                 get speed increases of several hundred times over a
                 typical CPU implementation, catapulting GPU processing
                 for these applications into the realm of HPC. This
                 increase in performance also extends to artificial
                 developmental systems, where evolved programs are used
                 to construct cellular systems. Feasibility of this
                 approach to efficiently evaluate artificial
                 developmental systems based on cellular automata is
                 demonstrated.",
}

Genetic Programming entries for Simon Harding Wolfgang Banzhaf

Citations