- 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",
- pages = "1509--1510",
- address = "Berlin",
- month = "15-19 " # jul,
- publisher = "ACM",
- 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/
",
