DocumentCode :
1563545
Title :
Genetic Neural Network for Traditional Chinese Medicine
Author :
Wu, Yun ; Zhou, Changle ; Zhang, Zhifeng
Author_Institution :
The Graduate Sch. of Artificial Intelligence, Xiamen Univ.
Volume :
1
fYear :
2005
Firstpage :
339
Lastpage :
342
Abstract :
The research into the impersonality and information of the traditional Chinese-medicine diagnosis (TCMD) is a key work to realize the Traditional Chinese-medicine (TCM) medicine examination system. So the paper studies the application of artificial neural networks (NN) to TCM and uses the genetic algorithm (GA) to optimize the ANN, which is used to the diagnosis of TCM. The initial structure of the ANN is arbitrary and the GA is able to find a near optimal connection weight and structure of the ANN for the TCMD. In this paper, we emphatically describe t the GA to optimal the connection weight of the NN - genetic NN, which has a relatively fixed three-layer and was used to the TCM eight principal syndromes by the tongue feature
Keywords :
genetic algorithms; medicine; neural nets; patient diagnosis; artificial neural networks; genetic algorithm; genetic neural network; medicine examination system; traditional Chinese medicine; Artificial intelligence; Artificial neural networks; Databases; Diseases; Genetic algorithms; Genetic mutations; Medical diagnostic imaging; Mirrors; Neural networks; Tongue; Genetic Algorithm; NN(Neural network); TCM (Traditional Chinese-medical); TCM eight principal syndromes; tongue feature;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
Type :
conf
DOI :
10.1109/ICNNB.2005.1614628
Filename :
1614628
Link To Document :
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