%0 Conference Paper %1 Zhang:2004:aspgp %A Zhang, Yun %A Zhang, Mengjie %B Proceedings of The Second Asian-Pacific Workshop on Genetic Programming %C Cairns, Australia %D 2004 %E Mckay, R I %E Cho, Sung-Bae %K algorithms, genetic programming %P 12pp %T A Multiple-Output Program Tree Structure in Genetic Programming %U http://www.mcs.vuw.ac.nz/~mengjie/papers/yun-meng-apwgp04.pdf %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.

@inproceedings{Zhang:2004:aspgp, 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 = {Cairns, Australia}, author = {Zhang, Yun and Zhang, Mengjie}, biburl = {https://www.bibsonomy.org/bibtex/21f455e2a30775f8a477aeddfe596acb8/brazovayeye}, booktitle = {Proceedings of The Second Asian-Pacific Workshop on Genetic Programming}, editor = {Mckay, R I and Cho, Sung-Bae}, interhash = {406a7b02d0e73972f90a8dd0d1b36103}, intrahash = {1f455e2a30775f8a477aeddfe596acb8}, keywords = {algorithms, genetic programming}, month = {6-7 December}, notes = {http://www.itee.adfa.edu.au/~rim/ASPGP/programme.html}, pages = {12pp}, size = {13 pages}, 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/~mengjie/papers/yun-meng-apwgp04.pdf}, year = 2004 }