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

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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Bibliographische Detailangaben
Veröffentlicht in:Journal of computational chemistry. - 1984. - 25(2004), 14 vom: 15. Nov., Seite 1726-35
1. Verfasser: Shen, Qi (VerfasserIn)
Weitere Verfasser: Jiang, Jian-Hui, Jiao, Chen-Xu, Lin, Wei-Qi, Shen, Guo-Li, Yu, Ru-Qin
Format: Aufsatz
Sprache:English
Veröffentlicht: 2004
Zugriff auf das übergeordnete Werk:Journal of computational chemistry
Schlagworte:Journal Article