A differential evolutionary architecture for artificial neural trees with applications to medical data mining

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@InProceedings{Liu:2008:ITME,
  author =       "Xiyu Liu and Yinghong Ma and Hong Liu and 
                 Jianping Zhang",
  title =        "A differential evolutionary architecture for
                 artificial neural trees with applications to medical
                 data mining",
  booktitle =    "IEEE International Symposium on IT in Medicine and
                 Education, ITME 2008",
  year =         "2008",
  month =        dec,
  pages =        "761--767",
  keywords =     "genetic algorithms, genetic programming, artificial
                 neural tree structure, differential evolutionary
                 architecture, medical data mining, numbering scheme,
                 partial ordering-based multidimensional fitness
                 function, data mining, evolutionary computation,
                 medical computing, neural nets, trees (mathematics)",
  DOI =          "doi:10.1109/ITME.2008.4743969",
  abstract =     "This paper presents an evolutionary structure for
                 neural trees by differential evolution. For a neural
                 tree a structure tree and weights tree are defined. A
                 partial ordering based multi-dimensional fitness
                 function is applied to measure the energy of the
                 system. Different to traditional evolution method of
                 genetic programming, a new evolution technique based on
                 differential evolution is proposed. A numbering scheme
                 is designed for basic operations of tree structure.
                 Finally we present an experimental framework for the
                 tree evolution. Application frameworks are given in
                 medical data mining and analysis.",
  notes =        "Popolation of ANN with single root output. Also known
                 as \cite{4743969}",
}

Genetic Programming entries for Xiyu Liu Yinghong Ma Hong Liu Jianping Zhang

Citations