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OALib Journal期刊
ISSN: 2333-9721
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A Highly Accurate Robust BP-fuzzy Reasoning System for Learning Combination
高精度RBP-模糊推理复合学习系统

Keywords: BP network,fuzzy reasoning,robust estimator,target tracking system
神经网络
,模糊推理,学习系统

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Abstract:

A new accurately robust BP-fuzzy reasoning system for learning combination is proposed. This learning system is mainly constructed with a robust BP network with fuzzy reasoning which replaced robust estimation and mixed fuzzy reasoning. The main feature of this learning system is a simple algorithm constructed from the following three parts: RBP learning algorithm, max-min fuzzy reasoning and rain-max fuzzy reasoning. This learning system is applied to a target tracking problem. The results of test show that this tracking system is more accurate and more robust.

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