Universal Approximator Property of the Space of Hyperbolic Tangent Functions
نویسندگان
1 Departement of Applied Mathematics, Shahrood University of Technology, Shahrood, Iran
doi
10.30473/coam.2019.45540.1111چکیده
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.