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An efficient algorithm for accelerating the convergence of oscillatory series, useful for computing the polylogarithm and Hurwitz zeta functions

Classical Analysis and ODEs · Submitted 9 Feb 2007

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim The primary, concrete result of this paper is an algorithm allows the exploration of the Hurwitz zeta in the critical strip, where fast algorithms are otherwise unavailable.

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arXiv IDmath/0702243 (version 4)
Pith IDKYZO2NAA, Pith's permanent record of this paper and its review
CitationLinas Vepstas. "An efficient algorithm for accelerating the convergence of oscillatory series, useful for computing the polylogarithm and Hurwitz zeta functions." arXiv:math/0702243 (2007). https://pith.science/paper/KYZO2NAA
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What the abstract itself states, as probabilities: claims first 0.06 · states limitation 0.61 · human participants 0.01 · controlled comparison 0.34 · randomized assignment 0.01 · states quantitative result 0.57 · compares with prior results 0.98 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v4. Results and the main claim are underlined; .

This paper sketches a technique for improving the rate of convergence of a general oscillatory sequence, and then applies this series acceleration algorithm to the polylogarithm and the Hurwitz zeta function. As such, it may be taken as an extension of the techniques given by Borwein's "An efficient algorithm for computing the Riemann zeta function", to more general series. The algorithm provides a rapid means of evaluating Li_s(z) for general values of complex s and the region of complex z values given by |z^2/(z-1)|<4. Alternatively, the Hurwitz zeta can be very rapidly evaluated by means of an Euler-Maclaurin series. The polylogarithm and the Hurwitz zeta are related, in that two evaluations of the one can be used to obtain a value of the other; thus, either algorithm can be used to evaluate either function. The Euler-Maclaurin series is a clear performance winner for the Hurwitz zeta, while the Borwein algorithm is superior for evaluating the polylogarithm in the kidney-shaped region. Both algorithms are superior to the simple Taylor's series or direct summation. The primary, concrete result of this paper is an algorithm allows the exploration of the Hurwitz zeta in the critical strip, where fast algorithms are otherwise unavailable. A discussion of the monodromy group of the polylogarithm is included.

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What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 This paper sketches a technique for improving the rate of convergence of a general oscillatory sequence, and then applies this series acceleration algorithm to the polylogarithm and the Hurwitz zeta function. contribution 0.98 0.89 0.15 asserted 0.98
s1 As such, it may be taken as an extension of the techniques given by Borwein's "An efficient algorithm for computing the Riemann zeta function", to more general series. background 0.80 0.17 0.05 hedged possibility 1.00
s2 The algorithm provides a rapid means of evaluating Li_s(z) for general values of complex s and the region of complex z values given by |z^2/(z-1)|<4. contribution 0.61 0.77 0.11 asserted 1.00
s3 Alternatively, the Hurwitz zeta can be very rapidly evaluated by means of an Euler-Maclaurin series. background 0.75 0.12 0.04 asserted 0.71
s4 The polylogarithm and the Hurwitz zeta are related, in that two evaluations of the one can be used to obtain a value of the other; thus, either algorithm can be used to evaluate either function. background 0.49 0.31 0.06 asserted 0.99
s5 The Euler-Maclaurin series is a clear performance winner for the Hurwitz zeta, while the Borwein algorithm is superior for evaluating the polylogarithm in the kidney-shaped region. result 0.85 0.76 0.14 asserted 1.00
s6 Both algorithms are superior to the simple Taylor's series or direct summation. result 0.87 0.66 0.06 asserted 1.00
s7 The primary, concrete result of this paper is an algorithm allows the exploration of the Hurwitz zeta in the critical strip, where fast algorithms are otherwise unavailable. contribution 0.53 0.84 0.92 asserted 1.00
s8 A discussion of the monodromy group of the polylogarithm is included. contribution 0.98 0.65 0.02 asserted 0.99

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from proof or derivation 0.67.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

This paper sketches a technique for improving the rate of convergence of a general oscillatory sequence, and then applies this series acceleration algorithm to the polylogarithm and the Hurwitz zeta function. As such, it may be taken as an extension of the techniques given by Borwein's "An efficient algorithm for computing the Riemann zeta function", to more general series. The algorithm provides a rapid means of evaluating Li_s(z) for general values of complex s and the region of complex z values given by |z^2/(z-1)|<4. Alternatively, the Hurwitz zeta can be very rapidly evaluated by means of an Euler-Maclaurin series. The polylogarithm and the Hurwitz zeta are related, in that two evaluations of the one can be used to obtain a value of the other; thus, either algorithm can be used to evaluate either function. The Euler-Maclaurin series is a clear performance winner for the Hurwitz zeta, while the Borwein algorithm is superior for evaluating the polylogarithm in the kidney-shaped region. Both algorithms are superior to the simple Taylor's series or direct summation. The primary, concrete result of this paper is an algorithm allows the exploration of the Hurwitz zeta in the critical strip, where fast algorithms are otherwise unavailable. A discussion of the monodromy group of the polylogarithm is included.

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4 arXiv papers cite this in 6 sentences

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Papers citing it · 4 sentences without a confident label

Uses its method or tool 2 papers
  • The continuous branch extension of $(1,)$ is given by [ref] (1,)=(1)+ 8/3 π^4 ∑_i (n_i)^3 = π^4/90 +8/3 π^4 ∑_i (n_i)^3 , n_i ∈ , and the resulting modification to the Nambu-Goto spectrum turns out to be E_{n_i }^()(R,δ_2) = σR (2 κ-2)=E_n^()(R) + δ_2 π^3/4 R^4 ( 1/60 + 4 ∑_i (n_i)^3 ) +…

    Quantisation of the effective string with TBA · More general boundary conditions · 0.92

  • According to Eq. [ref], the ground-state term can be estimated by $ζ(1/2,γ^2)$ in small- or large-$γ$ expansions [ref] .

    Valley Hall Viscosity in Gapped Graphene with and without a Magnetic Field · Introduction · 0.85

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