Title: Application of Optimized BP Neural Network Based on Genetic Algorithm in Intelligent Sound Monitoring
Abstract: According to the standard BP neural network for relatively large prediction error in sound signal online monitoring model,a kind of algorithm using genetic algorithm to optimize BP neural network is put forward,and a sound monitoring prediction model is established.BP neural network optimized by genetic algorithm mainly uses the genetic algorithm to optimize BP neural network′s initial weights and threshold value,the optimal solution of prediction model is obtained through training BP neural network and the optimized neural network has a relatively small prediction error and a relatively fast speed,etc.The experimental result shows that a better effect is obtained by adopting BP neural network optimized by the genetic algorithm in intelligent sound monitoring,and the aim of the system design is achieved.
Publication Year: 2012
Publication Date: 2012-01-01
Language: en
Type: article
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