Implementation and Application of Probabilistic Neural Network Based on Matlab

doi:10.3969/j.issn.1006-2475.2011.11.013

Computer and Modernization ›› 2011, Vol. 1 ›› Issue (11): 47-4.doi: 10.3969/j.issn.1006-2475.2011.11.013

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Implementation and Application of Probabilistic Neural Network Based on Matlab

SU Liang, SONG Xu-ding

School of Construction Machinery, Chang’an University, Xi’an 710064, China

Received:1900-01-01 Revised:1900-01-01 Online:2011-11-28 Published:2011-11-28

Abstract

Abstract:

The paper introduces the model and basic algorithms of Probabilistic Neural Network (PNN), and the methods and procedures of using Matlab neural network toolbox to design PNN, also the realization of network design training, simulation. The forecast classification results of the experimental data for the arm set of the concrete pump truck wilding structure fatigue life are obtained by using the PNN classified function on training and simulating. The reliability of this method is confirmed.
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Key words: Probabilistic Neural Network(PNN), Matlab, classification, fatigue life

SU Liang;SONG Xu-ding. Implementation and Application of Probabilistic Neural Network Based on Matlab[J]. Computer and Modernization, 2011, 1(11): 47-4.

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Implementation and Application of Probabilistic Neural Network Based on Matlab

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