Hybridized particle swarm algorithm for adaptive structure training of multilayer feed-forward neural network : QSAR studies of bioactivity of organic compounds

The multilayer feed-forward ANN is an important modeling technique used in QSAR studying. The training of ANN is usually carried out only to optimize the weights of the neural network and without paying attention to the network topology. Some other strategies used to train ANN are, first, to discove...

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Publié dans:Journal of computational chemistry. - 1984. - 25(2004), 14 vom: 15. Nov., Seite 1726-35
Auteur principal: Shen, Qi (Auteur)
Autres auteurs: Jiang, Jian-Hui, Jiao, Chen-Xu, Lin, Wei-Qi, Shen, Guo-Li, Yu, Ru-Qin
Format: Article
Langue:English
Publié: 2004
Accès à la collection:Journal of computational chemistry
Sujets:Journal Article