Program Simplification in Genetic Programming for Object Classification

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{conf/kes/ZhangZS05,

• title = "Program Simplification in Genetic Programming for Object Classification",
• author = "Mengjie Zhang and Yun Zhang and Will Smart",
• year = "2005",
• booktitle = "Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, KES 2005, Proceedings, Part III",
• editor = "Rajiv Khosla and Robert J. Howlett and Lakhmi C. Jain",
• publisher = "Springer",
• series = "Lecture Notes in Computer Science",
• volume = "3683",
• pages = "988--996",
• address = "Melbourne, Australia",
• month = sep # " 14-16",
• bibdate = "2005-09-05",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/kes/kes2005-3.html#ZhangZS05",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "3-540-28896-1",
• DOI = "doi:10.1007/11553939_139",
• size = "9 page",
• abstract = "This paper describes a program simplification approach in genetic programming (GP) to the use of simple algebraic techniques, prime numbers and hashing techniques for object classification problems. Rather than manually simplifying genetic programs after evolution for interpretation purpose only, this approach automatically simplifies genetic programs during the evolutionary process. This approach is examined on four object classification problems of increasing difficulty. The results suggest that the new simplification approach is more efficient and more effective than the basic GP approach without simplification",

}

Genetic Programming entries for Mengjie Zhang Yun Zhang Will Smart

Citations