Title of article
Approximation of continuous functions of several variables by an arbitrary nonlinear continuous function of one variable, linear functions, and their superpositions Original Research Article
Author/Authors
A.N. Gorban، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 1998
Pages
5
From page
45
To page
49
Abstract
Linear spaces of continuous functions of real variables closed under the superposition operation are considered. It has been proved that when such a space contains constants, linear functions, and at least one nonlinear function, it is dense in the space of all continuous functions in the topology of uniform convergence on compact sets.
So, the approximation of continuous functions of several variables by an arbitrary nonlinear continuous function of one variable, linear functions, and their superpositions is possible.
Keywords
Superposition , Neural networks , Weierstrass theorem , approximation
Journal title
Applied Mathematics Letters
Serial Year
1998
Journal title
Applied Mathematics Letters
Record number
896648
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