[1]Feng Dongqing,Zhang Xiping.Self-learning fuzzy control based on neural network[J].Journal of Zhengzhou University (Engineering Science),2003,24(04):6-10.[doi:10.3969/j.issn.1671-6833.2003.04.002]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
24卷
Number of periods:
2003年04期
Page number:
6-10
Column:
Public date:
1900-01-01
- Title:
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Self-learning fuzzy control based on neural network
- Author(s):
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Feng Dongqing; Zhang Xiping
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- Keywords:
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- CLC:
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- DOI:
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10.3969/j.issn.1671-6833.2003.04.002
- Abstract:
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Combining neural network and fuzzy control, a method for realizing self-learning fuzzy control based on neural network is proposed, and corresponding algorithms for neural network training, controller offline self-learning, and controller online self-learning are given. Using this method, the offline self-learning and online self-learning of the controller can be realized, so as to improve the control performance of the system through the controller self-learning when the control object changes. The simulation results show the effectiveness of the proposed method.