Universal Approximator Property of the Space of Hyperbolic Tangent Functions
عنوان مقاله: Universal Approximator Property of the Space of Hyperbolic Tangent Functions
شناسه ملی مقاله: JR_COAM-3-1_005
منتشر شده در در سال 1397
شناسه ملی مقاله: JR_COAM-3-1_005
منتشر شده در در سال 1397
مشخصات نویسندگان مقاله:
Mohammad Hadi Noori Skandari - Departement of Applied Mathematics, Shahrood University of Technology, Shahrood, Iran
خلاصه مقاله:
Mohammad Hadi Noori Skandari - Departement of Applied Mathematics, Shahrood University of Technology, Shahrood, Iran
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.
کلمات کلیدی: Hyperbolic tangent functions, Universal approximator, Stabilizer control
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1605926/