Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
395165 | Information Sciences | 2008 | 11 Pages |
Abstract
A formula is first presented to compute the lower upper bounds on the number of fuzzy sets to achieve pre-specified approximation accuracy for an arbitrary multivariate continuous function. The necessary condition for Boolean fuzzy systems as universal approximators with minimal system configurations is then discussed. Two examples are provided to demonstrate how to design a Boolean fuzzy system in order to approximate a given continuous function with a required approximation accuracy.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
De-chao Li, Zhong-ke Shi, Yong-ming Li,