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Wynn's Epsilon Method


Wynn's epsilon-method is a method for numerical evaluation of sums and products that samples a number of additional terms in the series and then tries to extrapolate them by fitting them to a polynomial multiplied by a decaying exponential.

In particular, the method provides an efficient algorithm for implementing transformations of the form

 T(S_n)=(S_(n+1)S_(n-1)-S_n^2)/(S_(n+1)-2S_n+S_(n-1)),
(1)

where

 S_n=sum_(k=0)^na_k,
(2)

is the nth partial sum of a sequence {a_k}_(k=0)^infty, which are useful for yielding series convergence improvement (Hamming 1986, p. 205). In particular, letting epsilon_0(S_n)=S_n, epsilon_(-1)(S_n)=0, and

 epsilon_(r+1)(S_n)=epsilon_(r-1)(S_(n+1))+1/(epsilon_r(S_(n+1))-epsilon_r(S_n))
(3)

for r=1, 2, ... (correcting the typo of Hamming 1986, p. 206). The values of epsilon_(2k)(S_n) are there equivalent to the results of applying k transformations to the sequence S_n (Hamming 1986, p. 206).

Wynn's epsilon method can be applied to the terms of a series using the Wolfram Language command SequenceLimit[l]. Wynn's method may also be invoked in numerical summation and multiplication using Method -> Fit in the Wolfram Language's NSum and NProduct commands. It is also utilized in the routine NLimit[expr, x -> x0] in the Wolfram Language package NumericalCalculus` .

Wynn's epsilon method is a member of a large family of similar so-called lozenge, or rhombus, transformations (Hamming 1986, p. 207).


See also

Convergence Improvement, Euler-Maclaurin Integration Formulas

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References

Brezinski, C. "Convergence Acceleration During the 20th Century." J. Comput. Appl. Math. 122, 1-21, 2000.Hamming, R. W. Numerical Methods for Scientists and Engineers, 2nd ed. New York: Dover, pp. 206-207, 1986.Shanks, D. "Nonlinear Transformations of Divergent and Slowly Convergent Sequences." J. Math. Phys. 34, 1-42, 1955.Weniger, E. J. "Nonlinear Sequence Transformations for the Acceleration of Convergence and the Summation of Divergent Series." 19 Jun 2003. http://arxiv.org/abs/math.NA/0306302.Wynn, P. "On a Device for Computing the e_m(S_n) Transformation." Math Tables Aids Comput. 10, 91-96, 1956.Wynn, P. "Acceleration Techniques in Numerical Analysis, with Particular Reference to Problems in One Independent Variable." Proc. IFIPS, Munich. Munich, pp. 149-156, 1962.

Referenced on Wolfram|Alpha

Wynn's Epsilon Method

Cite this as:

Weisstein, Eric W. "Wynn's Epsilon Method." From MathWorld--A Wolfram Web Resource. https://mathworld.wolfram.com/WynnsEpsilonMethod.html

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