Constructive granular systems with universal approximation and fast knowledge discovery.

Conventional gradient descent learning algorithms for soft computing systems have the learning speed bottleneck problem and the local minima problem. To effectively solve the two problems, the n-variable constructive granular system with high-speed granular constructive learning is proposed based on...

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Xuất bản năm:	IEEE Transactions on fuzzy systems 13, 1 (2005).
Tác giả chính:	Yan-Qing Zhang
Định dạng:	Bài viết
Ngôn ngữ:	English
Những chủ đề:	Constructive granular system. Fast knowledge discovery. Gradient descent learning algorithm. Granular computing. Soft computing system. Universal approximation.