From Problem Landscapes to Language Landscapes: Questions in Genetic Improvement

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

@InProceedings{Cody-Kenny:2017:GI,
  author =       "Brendan Cody-Kenny and Michael Fenton and 
                 Michael O'Neill",
  title =        "From Problem Landscapes to Language Landscapes:
                 Questions in Genetic Improvement",
  booktitle =    "GI-2017",
  year =         "2017",
  editor =       "Justyna Petke and David R. White and W. B. Langdon and 
                 Westley Weimer",
  address =      "Berlin",
  month =        "15-19 " # jul,
  keywords =     "genetic algorithms, genetic programming, genetic
                 improvement, Software Engineering, Search, Learning",
  isbn13 =       "978-1-4503-4939-0",
  URL =          "http://geneticimprovementofsoftware.com/wp-content/uploads/2017/05/codykenny2017_landscape_questions.pdf",
  DOI =          "doi:10.1145/3067695.3082522",
  size =         "2 pages",
  abstract =     "Managing and curating software is a time consuming
                 process particularly as programming languages,
                 libraries, and execution environments change. To
                 support the engineering of software, we propose
                 applying a GP-based continuous learning system to all
                 useful software. We take the position that search-based
                 itemization and analysis of all commonly used software
                 is feasible, in large part, because the requirements
                 that people place on software can be used to bound the
                 search space to software which is of high practical
                 use. By repeatedly reusing the information generated
                 during the search process we hope to attain a
                 higher-level, but also more rigorous, understanding of
                 our engineering material: source code.",
  notes =        "'learning system which uses search techniques to
                 explore and curate a continuously expanding library of
                 useful programs' Always-on GP 'How many tests are
                 required?' http://crest.cs.ucl.ac.uk/cow/50/

                 ",
}

Genetic Programming entries for Brendan Cody-Kenny Michael Fenton Michael O'Neill

Citations