Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems

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

@InProceedings{conf/ausai/ChenZ05,
  author =       "Guang Chen and Mengjie Zhang",
  title =        "Evolving While-Loop Structures in Genetic Programming
                 for Factorial and Ant Problems",
  year =         "2005",
  pages =        "1079--1085",
  booktitle =    "AI 2005: Advances in Artificial Intelligence, 18th
                 Australian Joint Conference on Artificial Intelligence,
                 Proceedings",
  editor =       "Shichao Zhang and Ray Jarvis",
  publisher =    "Springer",
  series =       "Lecture Notes in Computer Science",
  volume =       "3809",
  address =      "Sydney, Australia",
  month =        dec # " 5-9",
  keywords =     "genetic algorithms, genetic programming, STGP",
  ISBN =         "3-540-30462-2",
  DOI =          "doi:10.1007/11589990_144",
  size =         "7 pages",
  abstract =     "Loop is an important structure in human written
                 programs. However, it is seldom used in the evolved
                 programs in genetic programming (GP). use of while-loop
                 structure in GP for the factorial and the artificial
                 ant problems. Two different forms of the while-loop
                 structure, count-controlled loop and event-controlled
                 loop, are investigated. The results suggest that both
                 forms of the while-loop structure can be successfully
                 evolved in GP, the system with the while-loop structure
                 is more effective and more efficient than the standard
                 GP system for the two problems, and the evolved genetic
                 programs with the loop-structure are much easier to
                 interpret.",
  notes =        "easy (non-Santa Fe) Ant. Factorial. Proportional
                 Selection. Ramped half and half tree mutation. For
                 loop, limits on number of iterations. p1081 'perfect
                 solution' in half runs.",
}

Genetic Programming entries for Guang Chen Mengjie Zhang

Citations