A Research on the Improved Algorithm of Algorithm Back Propagation Neural Network

Provided by: American V-King Scientific Publishing
Topic: Networking
Format: PDF
In this paper, the authors made a deep research on algorithm back propagation neural network and puts forward an improved one - FAGABPNN (Factor Analysis Genetic Algorithm Back Propagation Neural Network) to solve the problem of low capability in sample classification of a complex network that exists in ABPNN (Algorithm Back Propagation Neural Network). A relatively high classification ability of BP neural network algorithm can be achieved by reducing the dimension of the input samples with factor analysis and improving BP algorithm with Genetic Algorithm (GA).

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