Scaling Genetic Programming for Source Code Modification

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Misc{DBLP:journals/corr/abs-1211-5098,

• author = "Brendan Cody-Kenny and Stephen Barrett",
• title = "Scaling Genetic Programming for Source Code Modification",
• howpublished = "arXiv",
• year = "2012",
• month = "21 " # nov,
• keywords = "genetic algorithms, genetic programming, genetic improvement, SBSE",
• URL = "http://arxiv.org/abs/1211.5098",
• size = "4 pages",
• abstract = "In Search Based Software Engineering, Genetic Programming has been used for bug fixing, performance improvement and parallelisation of programs through the modification of source code. Where an evolutionary computation algorithm, such as Genetic Programming, is to be applied to similar code manipulation tasks, the complexity and size of source code for real-world software poses a scalability problem. To address this, we intend to inspect how the Software Engineering concepts of modularity, granularity and localisation of change can be reformulated as additional mechanisms within a Genetic Programming algorithm.",
• notes = "Accepted for Graduate Student Workshop, GECCO 2012, Retracted by Authors",

}

Genetic Programming entries for Brendan Cody-Kenny Stephen Barrett

Citations