Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Tom Castle and Colin G. Johnson",
  title =        "Evolving High-Level Imperative Program Trees with
                 Strongly Formed Genetic Programming",
  booktitle =    "Proceedings of the 15th European Conference on Genetic
                 Programming, EuroGP 2012",
  year =         "2012",
  month =        "11-13 " # apr,
  editor =       "Alberto Moraglio and Sara Silva and 
                 Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
  series =       "LNCS",
  volume =       "7244",
  publisher =    "Springer Verlag",
  address =      "Malaga, Spain",
  pages =        "1--12",
  organisation = "EvoStar",
  isbn13 =       "978-3-642-29138-8",
  URL =          "http://www.cs.kent.ac.uk/pubs/2012/3202/content.pdf",
  DOI =          "doi:10.1007/978-3-642-29139-5_1",
  size =         "12 pages",
  keywords =     "genetic algorithms, genetic programming, Imperative
                 programming, Loops",
  abstract =     "We present a set of extensions to Montana's popular
                 Strongly Typed Genetic Programming system that
                 introduce constraints on the structure of program
                 trees. It is demonstrated that these constraints can be
                 used to evolve programs with a naturally imperative
                 structure, using common high-level imperative language
                 constructs such as loops. A set of three problems
                 including factorial and the general even-n-parity
                 problem are used to test the system. Experimental
                 results are presented which show success rates and
                 required computational effort that compare favourably
                 against other systems on these problems, while
                 providing support for this imperative structure.",
  notes =        "EpochX

                 Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in
                 conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012
                 and EvoApplications2012",

Genetic Programming entries for Tom Castle Colin G Johnson