Universal Approximator Property of the Space of Hyperbolic Tangent Functions

Author(s):

Mohammad Hadi Noori Skandari *

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
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:

Hyperbolic tangent functions‎ , ‎Universal approximator‎ , ‎Stabilizer control

Language:
English
Published:
Control and Optimization in Applied Mathematics, Volume:3 Issue: 1, Winter-Spring 2019
Pages:
75 to 85
https://www.magiran.com/p2061598