Bounding Taylor approximation errors for the exponential function in the presence of a power weight function
Classical Analysis and ODEs
2024-03-05 v1
Abstract
Motivated by the needs in the theory of large deviations and in the theory of Lundberg's equation with heavy-tailed distribution functions, we study for n=0,1,... the maximization of S: (1−e−s(1+1!s1+...+n!sn))/sδ=En,δ(s) over s≥0, with δ∈(0,n+1), U: (−1)n+1(e−u−(1−1!u1+...+(−1)nn!un))/uδ=Gn,δ(u) over u≥0 with δ∈(n,n+1). We show that En,δ(s) and Gn,δ(u) have a unique maximizer s=sn(δ)>0 and u=un(δ)>0 that decrease strictly from +∞ at δ=0 and δ=n, respectively, to 0 at δ=n+1. We use Taylor's formula for truncated series with remainder in integral form to develop a criterion to decide whether a particular smooth function S(δ), δ∈(0,n+1), or U(δ), δ∈(n,n+1), respectively, is a lower/upper bound for sn(δ) and un(δ), respectively. This criterion allows us to find lower and upper bounds for sn and un that are reasonably tight and simple at the same time. Furthermore, as a consequence of the identities dδd[lnMEn,δ]=−lnsn(δ) and dδd[lnMGn,δ]=−lnun(δ), we show that MEn,δ and MGn,δ are log-convex functions of δ∈(0,n+1) and δ∈(n+1,n), respectively, with limiting values 1 (δ↓0) and 1/(n+1)! (δ↑n+1) for E, and 1/n!(δ↓n) and 1/(n+1)!(δ↑n+1) for G. The minimal values E^n and G^n of MEn,δ and MGn,δ, respectively, as a function of δ, as well as the minimum locations δn,E and δn,G are determined in closed form.
Cite
@article{arxiv.2403.01940,
title = {Bounding Taylor approximation errors for the exponential function in the presence of a power weight function},
author = {A. J. E. M. Janssen},
journal= {arXiv preprint arXiv:2403.01940},
year = {2024}
}