Sigmoid functions for the smooth approximation to the absolute value function
We present smooth approximations to the absolute value function |x| using sigmoid functions. In particular, x erf(x/μ) is proved to be a better smooth approximation for |x| than x tanh(x/μ) and x2+μ\sqrt {{x^2} + \mu } with respect to accuracy. To accomplish our goal we also provide sharp hyperbolic...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Sciendo
2021-01-01
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Series: | Moroccan Journal of Pure and Applied Analysis |
Subjects: | |
Online Access: | https://doi.org/10.2478/mjpaa-2021-0002 |