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OALib Journal期刊
ISSN: 2333-9721
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Research on graduation learning dynamic fuzzy neural network algorithm based on pruning technique
基于修剪技术分级学习的动态模糊神经网络算法研究

Keywords: D-FNN,pruning technology,fuzzy rule,graduation learning
动态模糊神经网络
,修剪技术,模糊规则,分级学习

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Abstract:

Using a pruning technique can detect non-active fuzzy rules and to be eliminated and the availability of more compact structure in the D-FNN,in the premise parameters are in the process of adaptive learning to adjust. The way the application of learning strategies, greatly improved the effectiveness of learning.Combined with linear parameter,limited parameter adjustment,there was no iterative learning, and thus learning very fast,which made the algorithm used in real-time learning and control with the possi...

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