Creating Objects Using Genetic Programming Techniques

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...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:SNPD 2009 : 10th ACIS International Conference on Software Engineering, Artificial Intelligences, Networking and Parallel Distributed Computing : proceedings : 27-29 May 2009 Daegu, Korea s. 455 - 461
Hlavní autori: Oppacher, Y., Oppacher, F., Deugo, D.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.05.2009
Predmet:
Artificial intelligence
Encapsulation
Evolutionary computation
Genetic programming
Java
Object Oriented
Object oriented programming
Reflection
Software engineering
Testing
Virtual manufacturing
ISBN:0769536425, 9780769536422
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Popis
Shrnutí: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.
ISBN:0769536425
9780769536422
DOI:10.1109/SNPD.2009.82