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A survey on the universal approximation and its limits in soft computing techniques.

Tikk, Domonkos; Koczy, Laszlo T.; Gedeon, Tamas (Tom)

Description

This paper deals with the approximation behaviour of soft computing techniques. First, we give a survey of the results of universal approximation theorems achieved so far in various soft computing areas, mainly in fuzzy control and neural networks. We point out that these techniques have common approximation behaviour in the sense that an arbitrary function of a certain set of functions (usually the set of continuous function, C) can be approximated with arbitrary accuracy ε on a compact...[Show more]

CollectionsANU Research Publications
Date published: 2003
Type: Journal article
URI: http://hdl.handle.net/1885/33316
Source: International Journal of Approximate Reasoning
DOI: 10.1016/S0888-613X(03)00021-5

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