Interaction between the Evolution of Species in an Artificial Limited Resource Environment

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InCollection{robbins:1999:IESALRE,
  author =       "Andrew Robbins",
  title =        "Interaction between the Evolution of Species in an
                 Artificial Limited Resource Environment",
  booktitle =    "Genetic Algorithms and Genetic Programming at Stanford
                 1999",
  year =         "1999",
  editor =       "John R. Koza",
  pages =        "184--193",
  address =      "Stanford, California, 94305-3079 USA",
  month =        "15 " # mar,
  publisher =    "Stanford Bookstore",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.bham.ac.uk/~mer/papers/evoiasp-2003.pdf",
  abstract =     "Genetic programming has long been known as a
                 computationally expensive optimisation technique. When
                 evolving imaging operations, the processing time
                 increases dramatically. This work describes a system
                 using a caching mechanism which reduces the number of
                 evaluations needed by up to 66 percent, counteracting
                 the effects of increasing tree size. This results in a
                 decrease in elapsed time of up to 52 percent. A cost
                 threshold is introduced which can guarantee a speed
                 increase. This caching technique allows genetic
                 programming to be feasibly applied to problems in
                 computer vision and image processing. The tradeoffs
                 involved in caching are analysed, and the use of the
                 technique on a previously time consuming medical
                 segmentation problem is shown.",
  notes =        "part of \cite{koza:1999:GAGPs}",
}

Genetic Programming entries for Andrew Robbins

Citations