光滑紧支持径向模糊系统的研究

2017 IEEE 21st International Conference on Intelligent Engineering Systems (INES) Pub Date : 2017-10-01 DOI:10.1109/INES.2017.8118577

David Coufal

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引用次数: 1

摘要

提出并研究了一个具有理想性质的模糊系统。系统中使用的隶属函数是具有紧凑支持的光滑函数。设计了一个合适的i范数，使所使用的模糊集组合后的形状保持不变。这被称为径向性质。平滑性和径向性使得所提出的模糊系统的计算模型在数学上很方便，特别是当考虑数据驱动的学习能力时。

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On smooth compactly supportée radial fuzzy system

A fuzzy system with desirable properties is proposed and investigated. Membership functions used in the system are smooth functions with compact support. A suitable i-norm is designed so that the shape of employed fuzzy sets is preserved after their combination. This is called the radial property. Smoothness and the radial property makes the computational model of the proposed fuzzy system mathematically convenient, especially when data-driven learning capabilities are taken into account.

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2017 IEEE 21st International Conference on Intelligent Engineering Systems (INES)

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