Concepts of Inductive Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4394

  author =       "Nikolay I. Nikolaev and Vanio Slavov",
  title =        "Concepts of Inductive Genetic Programming",
  booktitle =    "Proceedings of the First European Workshop on Genetic
  year =         "1998",
  editor =       "Wolfgang Banzhaf and Riccardo Poli and 
                 Marc Schoenauer and Terence C. Fogarty",
  volume =       "1391",
  series =       "LNCS",
  pages =        "49--60",
  address =      "Paris",
  publisher_address = "Berlin",
  month =        "14-15 " # apr,
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-64360-5",
  URL =          "",
  URL =          "",
  DOI =          "doi:10.1007/BFb0055927",
  size =         "11 pages",
  abstract =     "This paper presents the fundamental concepts of
                 inductive Genetic Programming, an evolutionary search
                 method especially suitable for inductive learning
                 tasks. We review the components of the method, and
                 propose new approaches to some open issues such as: the
                 sensitivity of the operators to the topology of the
                 genetic program trees, the coordination of the
                 operators, and the investigation of their performance.
                 The genetic operators are examined by correlation and
                 information analysis of the fitness landscapes. The
                 performance of inductive Genetic Programming is studied
                 with population diversity and evolutionary dynamics
                 measures using hard instances for induction of regular
  notes =        "EuroGP'98. iGP. Induction of regular expressions
                 (Tomita). tree-to-tree distance, population diameter.
                 Structural population entropy. Context preserving
  affiliation =  "American University in Bulgaria Department of Computer
                 Science 2700 Blagoevgrad Bulgaria 2700 Blagoevgrad

Genetic Programming entries for Nikolay Nikolaev Vanio Slavov