A Multiple-Output Program Tree Structure in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Zhang:2004:aspgp,
  author =       "Yun Zhang and Mengjie Zhang",
  title =        "A Multiple-Output Program Tree Structure in Genetic
                 Programming",
  booktitle =    "Proceedings of The Second Asian-Pacific Workshop on
                 Genetic Programming",
  year =         "2004",
  editor =       "R I Mckay and Sung-Bae Cho",
  pages =        "12pp",
  address =      "Cairns, Australia",
  month =        "6-7 " # dec,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.mcs.vuw.ac.nz/~mengjie/papers/yun-meng-apwgp04.pdf",
  size =         "13 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.",
  notes =        "http://sc.snu.ac.kr/~aspgp/aspgp04/programme.html",
}

Genetic Programming entries for Yun Zhang Mengjie Zhang

Citations