Symmetrized, Perturbed Hyperbolic Tangent-Based Complex-Valued Trigonometric and Hyperbolic Neural Network Accelerated Approximation

Symmetrized, Perturbed Hyperbolic Tangent-Based Complex-Valued Trigonometric and Hyperbolic Neural Network Accelerated Approximation

In this study, we research the univariate quantitative symmetrized approximation of complex-valued continuous functions on a compact interval by complex-valued symmetrized and perturbed neural network operators. These approximations are derived by establishing Jackson-type inequalities involving the...

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Bibliographic Details
Main Author: George A. Anastassiou
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Mathematics
Subjects:
<i>q</i>-deformed and <i>λ</i>-parametrized hyperbolic tangent
complex-valued symmetrized neural network approximation
complex-valued quasi-interpolation operator
modulus of continuity
trigonometric and hyperbolic accelerated approximation
Online Access:https://www.mdpi.com/2227-7390/13/10/1688
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