A Brief Overview of Population Diversity Measures in Genetic Programming

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

@InProceedings{Nguyen:2006:ASPGP,
  title =        "A Brief Overview of Population Diversity Measures in
                 Genetic Programming",
  author =       "Thi Hien Nguyen and Xuan Hoai Nguyen",
  booktitle =    "Proceedings of the Third Asian-Pacific workshop on
                 Genetic Programming",
  year =         "2006",
  editor =       "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
  pages =        "128--139",
  ISSN =         "18590209",
  address =      "Military Technical Academy, Hanoi, VietNam",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/aspgp06/diversityMeasures.pdf",
  size =         "12 pages",
  abstract =     "In the field of Genetic Programming (GP), there has
                 been a growing interest in the effects of loss of
                 genetic diversity, which causes the whole population
                 prematurely converge to local optima. Improving
                 diversity of the population is always an implicit goal
                 of almost any basic genetic programming system. Most
                 research in this area suggests a diversity measurement
                 and controls this quantitative metric to maintain
                 genetically diverse populations. This paper brief
                 overviews of the measures used in Genetic Programming
                 for diversity maintenance and promotion.",
  notes =        "http://www.aspgp.org",
}

Genetic Programming entries for Nguyen Thi Hien Nguyen Xuan Hoai

Citations