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13

IJON
2006

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Time-series prediction using a local linear wavelet neural network

13 years 4 months ago

Time-series prediction using a local linear wavelet neural network

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A local linear wavelet neural network (LLWNN) is presented in this paper. The difference of the network with conventional wavelet neural network (WNN) is that the connection weights between the hidden layer and output layer of conventional WNN are replaced by a local linear model. A hybrid training algorithm of particle swarm optimization (PSO) with diversity learning and gradient descent method is introduced for training the LLWNN. Simulation results for the prediction of time-series show the feasibility and effectiveness of the proposed method. r 2005 Elsevier B.V. All rights reserved.

Yuehui Chen, Bo Yang, Jiwen Dong

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IJON 2006 | Local Linear | Neural Network | Wavelet Neural Network |

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Added	13 Dec 2010
Updated	13 Dec 2010
Type	Journal
Year	2006
Where	IJON
Authors	Yuehui Chen, Bo Yang, Jiwen Dong

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