Creating Objects Using Genetic Programming Techniques

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Oppacher:2009:ACIS-SNPD,

• author = "Yandu Oppacher and Franz Oppacher and Dwight Deugo",
• title = "Creating Objects Using Genetic Programming Techniques",
• booktitle = "10th ACIS International Conference on Software Engineering, Artificial Intelligences, Networking and Parallel/Distributed Computing, SNPD '09",
• year = "2009",
• month = "27-29 " # may,
• editors = "Haeng-Kon Kim and Roger Lee",
• address = "Daegu, Korea",
• pages = "455--461",
• keywords = "genetic algorithms, genetic programming, grammatical evolution, SBSE, JUnit test suite, Java program, evolutionary computation, grammar-based genetic programming, object oriented programming, object-oriented encapsulation, Java, object-oriented programming",
• DOI = "doi:10.1109/SNPD.2009.82",
• isbn13 = "978-0-7695-3642-2",
• abstract = "Grammar-based object oriented genetic programming leverages the object oriented programming paradigm in evolutionary computation. The difference between our approach and others is that the resulting solution is a syntactically correct and executable Java program. Candidate solutions are created and tested against a JUnit test suite. Evolved solutions incorporate useful object oriented patterns. To create and compile the Java classes, a new framework for grammar-based genetic programming was created. The framework is entirely written in Java. By externally compiling and then loading the classes into the framework for testing, true object-oriented encapsulation is achieved. For the first time state and behavior are passed around as an object.",
• notes = "GPOOGP. Codon values in the range [0;10]. Builder class. Visitor Pattern. Java 6 compiler (no interpreter). Fitness = sum of |error|. subtree preserving crossover. Symbolic regression, two-box, bank account, reverse polish notation calculator. BNF by hand (not given). p460 'reflection...allowed the grammar to be independent of the problem domain'. double-dispatching. stack. XML Skeleton provides wrapper around evolution. Also known as \cite{5286627}",

}

Genetic Programming entries for Yandu Oppacher Franz Oppacher Dwight Deugo

Citations