Online Program Simplification in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{DBLP:conf/seal/ZhangWQ06,
  author =       "Mengjie Zhang and Phillip Wong and Dongping Qian",
  title =        "Online Program Simplification in Genetic Programming",
  booktitle =    "Simulated Evolution and Learning, Proceedings 6th
                 International Conference, SEAL 2006",
  year =         "2006",
  pages =        "592--600",
  editor =       "Tzai-Der Wang and Xiaodong Li and Shu-Heng Chen and 
                 Xufa Wang and Hussein A. Abbass and Hitoshi Iba and 
                 Guoliang Chen and Xin Yao",
  publisher =    "Springer",
  series =       "Lecture Notes in Computer Science",
  volume =       "4247",
  address =      "Hefei, China",
  month =        oct # " 15-18",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-47331-9",
  DOI =          "doi:10.1007/11903697_75",
  size =         "9 pages",
  abstract =     "This paper describes an approach to online
                 simplification of evolved programs in genetic
                 programming (GP). Rather than manually simplifying
                 genetic programs after evolution for interpretation
                 purposes only, this approach automatically simplifies
                 programs during evolution. In this approach, algebraic
                 simplification rules, algebraic equivalence and prime
                 techniques are used to simplify genetic programs. The
                 simplification based GP system is examined and compared
                 to a standard GP system on a regression problem and a
                 classification problem. The results suggest that, at
                 certain frequencies or proportions, this system can not
                 only achieve superior performance to the standard
                 system on these problems, but also significantly reduce
                 the sizes of evolved programs.",
}

Genetic Programming entries for Mengjie Zhang Phillip Wong Dongping Qian

Citations