locoGP: Improving Performance by Genetic Programming Java Source Code

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

@InProceedings{Cody-Kenny:2015:gi,
  author =       "Brendan Cody-Kenny and Edgar Galvan Lopez and 
                 Stephen Barrett",
  title =        "{locoGP:} Improving Performance by Genetic Programming
                 {Java} Source Code",
  booktitle =    "Genetic Improvement 2015 Workshop",
  year =         "2015",
  editor =       "William B. Langdon and Justyna Petke and 
                 David R. White",
  pages =        "811--818",
  address =      "Madrid",
  publisher_address = "New York, NY, USA",
  month =        "11-15 " # jul,
  organisation = "SIGEvo",
  publisher =    "ACM",
  keywords =     "genetic algorithms, genetic programming, Genetic
                 Improvement",
  isbn13 =       "978-1-4503-3488-4",
  URL =          "https://www.scss.tcd.ie/~codykenb/locoGP.html",
  URL =          "http://geneticimprovement2015.com/wp-content/uploads/2015/05/locoGP_improving_performance_by_genetic_programming_java_source_code.pdf",
  URL =          "http://doi.acm.org/10.1145/2739482.2768419",
  DOI =          "doi:10.1145/2739482.2768419",
  size =         "8 pages",
  abstract =     "We present locoGP, a Genetic Programming (GP) system
                 written in Java for evolving Java source code. locoGP
                 was designed to improve the performance of programs as
                 measured in the number of operations executed. Variable
                 test cases are used to maintain functional correctness
                 during evolution. The operation of locoGP is
                 demonstrated on a number of typically constructed
                 off-the-shelf hand-written implementations of sort and
                 prefix-code programs. locoGP was able to find
                 improvement opportunities in all test problems.",
  notes =        "Seeding, modify AST tree, back to Java source code,
                 compile, run. 11 types of sort and huffman
                 codebook.

                 code:
                 https://github.com/codykenb/locoGP/

                 http://geneticimprovement2015.com/",
  notes =        "Also known as \cite{2768419} Distributed at
                 GECCO-2015.",
}

Genetic Programming entries for Brendan Cody-Kenny Edgar Galvan Lopez Stephen Barrett

Citations