A Turing Test for Genetic Improvement

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

@InProceedings{Timperley:2018:GI,
  author =       "Afsoon Afzal and Jeremy Lacomis and 
                 Claire {Le Goues} and Christopher Steven Timperley",
  title =        "A {Turing} Test for Genetic Improvement",
  booktitle =    "GI-2018, ICSE workshops proceedings",
  year =         "2018",
  editor =       "Justyna Petke and Kathryn Stolee and 
                 William B. Langdon and Westley Weimer",
  pages =        "17--18",
  address =      "Gothenburg, Sweden",
  month =        "2 " # jun,
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  keywords =     "genetic algorithms, genetic programming, genetic
                 improvement",
  isbn13 =       "978-1-4503-5753-1",
  URL =          "http://geneticimprovementofsoftware.com/wp-content/uploads/2018/03/Timperley_2018_GI.pdf",
  DOI =          "doi:10.1145/3194810.3194817",
  size =         "2 pages",
  abstract =     "Genetic improvement is a research field that aims to
                 develop searchbased techniques for improving existing
                 code. GI has been used to automatically repair bugs,
                 reduce energy consumption, and to improve run-time
                 performance. In this paper, we reflect on the
                 often-overlooked relationship between GI and developers
                 within the context of continually evolving software
                 systems. We introduce a distinction between transparent
                 and opaque patches based on intended lifespan and
                 developer interaction. Finally, we outline a Turing
                 test for assessing the ability of a GI system to
                 produce opaque patches that are acceptable to humans.
                 This motivates research into the role GI systems will
                 play in transparent development contexts.",
  notes =        "Note author order change. GI-2018
                 http://geneticimprovementofsoftware.com

                 part of \cite{Petke:2018:ICSEworkshop}",
}

Genetic Programming entries for Afsoon Afzal Jeremy Lacomis Claire Le Goues Christopher Timperley

Citations