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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 187Dynamic Controller Based on Ying Learning...

Dynamic Controller Based on Ying Learning Algorithm for Medical Temperature System

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Abstract:

In order to avoid the over fitting and training and solve the knowledge extraction problem in fuzzy neural networks system. Ying Learning Dynamic Fuzzy Neural Network (YL-DFNN) algorithm is proposed. The Learning Set based on K-VNN is constituted from message. Then the framework of is designed and its stability is proved. Finally, Simulation indicates that the novel algorithm is fast, compact, and capable in generalization.

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Periodical:

Advanced Materials Research (Volume 187)

Pages:

371-376

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.187.371

Citation:

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Online since:

February 2011

Authors:

Ping Zhang, Xiao Hong Hao, Heng Jie Li

Keywords:

Dynamic Fuzzy Neural Network, K-VNN, Nonlinear System, Ying Learning Algorithm

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Сopyright:

© 2011 Trans Tech Publications Ltd. All Rights Reserved

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Citation:

[1] WANG Hua: submitted to Computer Simulation( 2009).

[2] WU Bo: submitted to Science in China(2009).

[3] C.J. Lin: submitted to Fuzzy Sets and Systems (2006).

[4] MENG Jianjun: submitted to Computer Engineering and Design(2010).

[5] ZUO Dongsheng. Fault-Tolerant Control of Nonlinear Systems Based on Fuzzy Neural Networks: submitted to Journal of Donghua University(2009).

[7] ZHANG Defeng: submitted to Control Engineering of China(2009).

[8] ZhiJun Zhang: submitted to Third International Conference on Natural Computation(2007).

[9] Chaojun LIU: submitted to Control and decision (2007).

[10] MA Li: submitted to Computer Engineering and Scinence ( 2010).

[11] M. J. Er: submitted to Transaction on Fuzzy Systems(2005).

[12] ZHANG Jifu: submitted to Spectroscopy and Spectral Analysis (2009).

[13] CHANG Guangping: submitted to Journal of Beijing Union University(2005).

[14] WANG Li: submitted to Mathematic Applicator (2005).

[15] ZHANG Ping: submitted to 2010 second Asian-pacific conference on information processing. (2010).

[16] SUN bin: submitted to China Management Information (2009).

[17] Dietrich Wettschereck: submitted to Artificial Intelligence Review( 2007).

[18] ZHANG Ping: submitted to Journal of communication and computer (2008).