Approximation of the Gompertz trend with a multilogistic function

ICLR 2026 Conference Submission20726 Authors

Keywords: Gompertz function, logistic function, logistic mother wavelet, scalogram

Abstract: The paper deals with the comparison of the Gompertz function and the logistic function. We show that the Gompertz trend can be approximated with high accuracy by a sum of three logistic functions (multilogistic function). Two of them are increasing, and one is decreasing. We use second-order logistic wavelets to estimate the parameters of the multilogistic function.

Primary Area: learning on time series and dynamical systems

Submission Number: 20726