A Multiple-Output Program Tree Structure in Genetic
Programming
Y. Zhang, and M. Zhang. CS-TR-04-14. Computer Science, Victoria University of Wellington, New Zealand, (2004)
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.
%0 Report
%1 vuw-CS-TR-04-14
%A Zhang, Yun
%A Zhang, Mengjie
%C New Zealand
%D 2004
%K algorithms, genetic programming
%N CS-TR-04-14
%T A Multiple-Output Program Tree Structure in Genetic
Programming
%U http://www.mcs.vuw.ac.nz/comp/Publications/CS-TR-04-14.abs.html
%X 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.
@techreport{vuw-CS-TR-04-14,
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.},
added-at = {2008-06-19T17:46:40.000+0200},
address = {New Zealand},
author = {Zhang, Yun and Zhang, Mengjie},
biburl = {https://www.bibsonomy.org/bibtex/281dddf8cc47b56d2caca959109ffa0e6/brazovayeye},
institution = {Computer Science, Victoria University of Wellington},
interhash = {406a7b02d0e73972f90a8dd0d1b36103},
intrahash = {81dddf8cc47b56d2caca959109ffa0e6},
keywords = {algorithms, genetic programming},
number = {CS-TR-04-14},
timestamp = {2008-06-19T17:55:49.000+0200},
title = {A Multiple-Output Program Tree Structure in Genetic
Programming},
url = {http://www.mcs.vuw.ac.nz/comp/Publications/CS-TR-04-14.abs.html},
year = 2004
}