Embedding Genetic Improvement into Programming Languages

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

@InProceedings{Yoo:2017:GI,
  author =       "Shin Yoo",
  title =        "Embedding Genetic Improvement into Programming
                 Languages",
  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, Search-based software engineering, SBSE,
                 Self Adaptation, Programming Language",
  isbn13 =       "978-1-4503-4939-0",
  URL =          "http://geneticimprovementofsoftware.com/wp-content/uploads/2017/05/yoo2017_embedding_gi.pdf",
  DOI =          "doi:10.1145/3067695.3082516",
  size =         "2 pages",
  abstract =     "We present a vision of genetic improvement firmly
                 embedded in, and supported by, programming languages.
                 Genetic improvement has already been envisioned as the
                 next compiler, which would take human written programs
                 as input and return versions optimised with respect to
                 various objectives. As an intermediate stage, or
                 perhaps to complement the fully automated vision, we
                 imagine genetic improvement processes that are hinted
                 at and directed by humans but understood and undertaken
                 by programming languages and their run-times, via
                 interactions through the source code. We examine
                 existing similar ideas and examine the benefits of
                 embedding them within programming languages.",
  notes =        "Context-orientated programming, @optimize, optional,
                 @approximate, Specialise of runtime environment,
                 consolidated and smoother learning cure",
}

Genetic Programming entries for Shin Yoo

Citations