Genetic Network Programming with Automatically Generated Variable Size Macro Nodes

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  title =        "Genetic Network Programming with Automatically
                 Generated Variable Size Macro Nodes",
  author =       "Hiroshi Nakagoe and Kotaro Hirasawa and Jinglu Hu",
  pages =        "713--719",
  booktitle =    "Proceedings of the 2004 IEEE Congress on Evolutionary
  year =         "2004",
  publisher =    "IEEE Press",
  month =        "20-23 " # jun,
  address =      "Portland, Oregon",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, Evolutionary
                 intelligent agents, Poster Session",
  DOI =          "doi:10.1109/CEC.2004.1330929",
  abstract =     "Genetic Network Programming (GNP) has directed graph
                 structures as genes, which is extended from other
                 evolutionary computations. Generally, macro
                 instructions are introduced for sub-routines, function
                 localization and so on. In this paper, the new methods
                 of macro instructions are introduced to improve the
                 performances for GNP further more by the mechanism of
                 varying the size of AGMs (Automatically Generated Macro
                 Nodes). This is the mechanism to add and delete nodes
                 according to necessity. In the simulations, comparisons
                 between GNP program only, GNP with conventional AGMs
                 and GNP with variable size AGMs are carried out using
                 the tile world. Simulation results show that the
                 proposed method is better compared with conventional
                 GNP systems.",
  notes =        "CEC 2004 - A joint meeting of the IEEE, the EPS, and
                 the IEE.",

Genetic Programming entries for Hiroshi Nakagoe Kotaro Hirasawa Jinglu Hu