- 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, Metrics complexity measures, performance measures, Execution Cost, Implementation, Performance Improvement, Java",
- isbn13 = "978-1-4503-3488-4",
- broken = "https://www.scss.tcd.ie/~codykenb/locoGP.html",
-
URL = "
http://gpbib.cs.ucl.ac.uk/gi2015/locoGP_improving_performance_by_genetic_programming_java_source_code.pdf",
-
URL = "
http://doi.acm.org/10.1145/2739482.2768419",
-
DOI = "
10.1145/2739482.2768419",
-
slides_url = "http://gpbib.cs.ucl.ac.uk/gi2015/gi_2015_slides/cody-kenny/locoGP-publication-slides.pdf",
-
code_url = "https://github.com/codykenb/locoGP/",
- 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.
Also known as \cite{2768419} Distributed at GECCO-2015.",
