Implementing cartesian genetic programming classifiers on graphics processing units using GPU.NET

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

@InProceedings{Harding:2011:GECCOcomp,
  author =       "Simon Harding and Wolfgang Banzhaf",
  title =        "Implementing cartesian genetic programming classifiers
                 on graphics processing units using GPU.NET",
  booktitle =    "GECCO 2011 Computational intelligence on consumer
                 games and graphics hardware (CIGPU)",
  year =         "2011",
  editor =       "Simon Harding and W. B. Langdon and Man Leung Wong and 
                 Garnett Wilson and Tony Lewis",
  isbn13 =       "978-1-4503-0690-4",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming, GPU",
  pages =        "463--470",
  month =        "12-16 " # jul,
  organisation = "SIGEVO",
  address =      "Dublin, Ireland",
  DOI =          "doi:10.1145/2001858.2002034",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "This paper investigates the use of a new Graphics
                 Processing Unit (GPU) programming tool called 'GPU.NET'
                 for implementing a Genetic Programming fitness
                 evaluator. We find that the tool is able to help write
                 software that accelerates fitness evaluation. For the
                 first time, Cartesian Genetic Programming (CGP) was
                 used with a GPU-based interpreter. With its code reuse
                 and compact representation, implementing CGP
                 efficiently on the GPU required several innovations.
                 Further, we tested the system on a very large data set,
                 and showed that CGP is also suitable for use as a
                 classifier.",
  notes =        "Also known as \cite{2002034} Distributed on CD-ROM at
                 GECCO-2011.

                 ACM Order Number 910112.",
}

Genetic Programming entries for Simon Harding Wolfgang Banzhaf

Citations