SeriesAcceleration.jl

Estimation of limit of infinite sums from finite set of samples
Author Atomtomate
Popularity
1 Star
Updated Last
1 Year Ago
Started In
March 2021

Series Acceleration

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This package aims to provide methods to estimate the limite of infinite series from a finite set of samples.

Documentation

One first constructs a helper for one of the methods and then calls the sum function with the series and this helper. Due to performance reasons, it can be advantageous to use the sum function, expecting an array of partial sums instead.

using SeriesAcceleration

range = 1:10              # specify the minimum number of summands before to fit
exps   = 0:4               # exponents to fit
rh = Richardson(range, exps)  # Richardson starting with 1 summands and using 5 exponents
series = 1 ./ (1:100) .^ 2
res_1 = esum(rh, series)
res_2 = esum_c(rh, cumsum(series))

Status

ToDo's

  • bunch of convenience wrapper functions (for example in-place construction of helpers).
  • Documentation structure

Overview

Methods currently implemented are:

Method Status Algorithms References
Richardson mostly done Matrix Invers, Direct a_0 1,2
Shanks todo
Levin todo

References

1: Bender, C. M., & Orszag, S. A. (1999). Advanced Mathematical Methods for Scientists and Engineers I. Springer New York. https://doi.org/10.1007/978-1-4757-3069-2

2: Rohringer, G., & Toschi, A. (2016). Impact of nonlocal correlations over different energy scales: A dynamical vertex approximation study. Physical Review B, 94(12). https://doi.org/10.1103/physrevb.94.125144

Used By Packages

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