Universal Approximator Property of the Space of Hyperbolic Tangent Functions

Document Type: بنیادی - نظری

Author

Departement of Applied Mathematics, Shahrood University of Technology, Shahrood, Iran

10.30473/coam.2019.45540.1111

Abstract

In this paper, first the space of hyperbolic tangent functions is introduced and then the universal
approximator property of this space is proved. In fact, by using this space, any nonlinear continuous function can be uniformly approximated with any degree of accuracy. Also, as an application, this space of functions is utilized to design feedback control for a nonlinear dynamical system.

Keywords

Main Subjects


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