Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes

G
GRC
2007
2007 IEEE International Conference on Granular Computing (GRC 2007)
Abstract - Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes

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2007 IEEE International Conference on Granular Computing (GRC 2007)

San Jose, California

November 02-November 04

ISBN: 0-7695-3032-X

	ASCII Text	x
	HuiYu Jiang, Min Dong, XiangPeng Li, Feng Yang, "Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes," Granular Computing, IEEE International Conference on, pp. 534, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007.

	BibTex	x
	@article{ 10.1109/GrC.2007.25, author = {HuiYu Jiang and Min Dong and XiangPeng Li and Feng Yang}, title = {Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes}, journal ={Granular Computing, IEEE International Conference on}, volume = {0}, year = {2007}, isbn = {0-7695-3032-X}, pages = {534}, doi = {http://doi.ieeecomputersociety.org/10.1109/GrC.2007.25}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Granular Computing, IEEE International Conference on TI - Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes SN - 0-7695-3032-X SP EP A1 - HuiYu Jiang, A1 - Min Dong, A1 - XiangPeng Li, A1 - Feng Yang, PY - 2007 VL - 0 JA - Granular Computing, IEEE International Conference on ER -

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/GrC.2007.25

Traditional algorithm of BP neural network has been mended and an improved predictive model using L-M method has been carried out to calculate the K/S values in dyeing with reactive dyes in this article. The results showed L-M method is superior in the prediction by comparing traditional and improved algorithm. Shorter predictive time and higher predictive veracity were obtained in the later.

Citation:

HuiYu Jiang, Min Dong, XiangPeng Li, Feng Yang, "Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes," grc, pp.534, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007

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