Basic Object Oriented Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{conf/ieaaie/WhiteFO11,

• author = "Tony White and Jinfei Fan and Franz Oppacher",
• title = "Basic Object Oriented Genetic Programming",
• booktitle = "Proceedings of the 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2011) Part {I}",
• year = "2011",
• editor = "Kishan G. Mehrotra and Chilukuri K. Mohan and Jae C. Oh and Pramod K. Varshney and Moonis Ali",
• volume = "6703",
• series = "Lecture Notes in Computer Science",
• pages = "59--68",
• address = "Syracuse, NY, USA",
• month = jun # " 28-" # jul # " 1",
• publisher = "Springer",
• note = "Modern Approaches in Applied Intelligence",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-642-21821-7",
• DOI = "doi:10.1007/978-3-642-21822-4_7",
• size = "10 pages",
• abstract = "This paper applies object-oriented concepts to genetic programming (GP) in order to improve the ability of GP to scale to larger problems. A technique called Basic Object-Oriented GP (Basic OOGP) is proposed that manipulates object instances incorporated in a computer program being represented as a linear array. Basic OOGP is applied to the even-parity problem and compared to GP, Liquid State GP and Traceless GP. The results indicate that OOGP can solve certain problems with smaller populations and fewer generations.",
• affiliation = "School of Computer Science, Carleton University, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada",
• bibdate = "2011-07-04",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/ieaaie/ieaaie2011-1.html#WhiteFO11",

}

Genetic Programming entries for Tony White Jinfei Fan Franz Oppacher

Citations