Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  author =       "Mengjie Zhang and Xiaoying Gao and Weijun Lou and 
                 Dongping Qian",
  title =        "Investigation of Brood Size in GP with Brood
                 Recombination Crossover for Object Recognition",
  booktitle =    "PRICAI 2006: Trends in Artificial Intelligence,
                 Proceedings 9th Pacific Rim International Conference on
                 Artificial Intelligence",
  year =         "2006",
  pages =        "923--928",
  DOI =          "doi:10.1007/11801603_107",
  bibsource =    "DBLP,",
  editor =       "Qiang Yang and Geoffrey I. Webb",
  publisher =    "Springer",
  series =       "Lecture Notes in Computer Science",
  volume =       "4099",
  ISBN =         "3-540-36667-9",
  address =      "Guilin, China",
  month =        aug # " 7-11",
  keywords =     "genetic algorithms, genetic programming",
  size =         "6 pages",
  abstract =     "This paper describes an approach to the investigation
                 of brood size in the brood recombination crossover
                 method in genetic programming for object recognition
                 problems. The approach is examined and compared with
                 the standard crossover operator on three object
                 classification problems of increasing difficulty. The
                 results suggest that the brood recombination method
                 outperforms the standard crossover operator for all the
                 problems in terms of the classification accuracy. As
                 the brood size increases, the system effective
                 performance can be improved. When it exceeds a certain
                 point, however, the effective performance will not be
                 improved and the system will become less efficient.",

Genetic Programming entries for Mengjie Zhang Xiaoying (Sharon) Gao Weijun (Norman) Lou Dongping Qian