A Multiple-Output Program Tree Structure in Genetic Programming

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

@TechReport{vuw-CS-TR-04-14,

• author = "Yun Zhang and Mengjie Zhang",
• title = "A Multiple-Output Program Tree Structure in Genetic Programming",
• institution = "Computer Science, Victoria University of Wellington",
• year = "2004",
• number = "CS-TR-04-14",
• address = "New Zealand",
• month = dec,
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.mcs.vuw.ac.nz/comp/Publications/CS-TR-04-14.abs.html",
• URL = "http://www.mcs.vuw.ac.nz/comp/Publications/archive/CS-TR-04/CS-TR-04-14.pdf",
• size = "15 pages",
• abstract = "program tree structure in genetic programming which outputs multiple related values, hence serves as a more coherent multiclass classifier. The multiple outputting effect of the tree is achieved by making it simulate a kind of directed acyclic graph. The approach is examined and compared with the basic genetic programming approach on four multiclass object classification tasks with varying difficulty. The results show that the new approach greatly outperforms the basic genetic programming approach on all the tasks.",

}

Genetic Programming entries for Yun Zhang Mengjie Zhang

Citations