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Equally-weighted formulas for numerical differentiation
Authors:Herbert E Salzer
Institution:(1) General Dynamics/Astronautics, P. O. Box 1128, San Diego 12, California
Abstract:Equally-weighted formulas for numerical differentiation at a fixed pointx=a, which may be chosen to be 0 without loss in generality, are derived for (1) 
$$f^{(m)} (0) = k\left\{ {\sum\limits_{i = n + 1}^{2n} f (x_i ) - \sum\limits_{i = 1}^n f (x_i )} \right\} + R_{2n} $$
whereR 2n =0 whenf(x) is any (2n)th degree polynomial. Equation (1) is equivalent to (2) 
$$k\left\{ {\sum\limits_{i = n + 1}^{2n} {x_i^r }  - \sum\limits_{i = 1}^n {x_i^r } } \right\} = \delta _m^r m!,r = 1,2, \ldots ,2n$$
,r=1,2,..., 2n. By choosingf(x)=1/(z–x),x i fori=1,..., n andx i fori=n+1,..., 2n are shown to be roots ofg n (z) andh n (z) respectively, satisfying (3) 
$$e^{ - (m - 1){! \mathord{\left/ {\vphantom {! k}} \right. \kern-\nulldelimiterspace} k}z^m } g_n (z) = h_n (z)\left( {1 + \frac{{c_1 }}{{z^{2n + 1} }} + \frac{{c_2 }}{{z^{2n + 2} }} +  \cdots } \right)$$
. It is convenient to normalize withk=(m–1)!. LetP s (z) denotez s · numerator of the (s+1)th diagonal member of the Padé table fore x , frx=1/z, that numerator being a constant factor times the general Laguerre polynomialL s –2s–1 (x), and letP s (X i )=0, i=1, ...,s. Then for anym, solutions to (1) are had, for2n=2ms, forx i , i=1, ...,ms, andx i , i=ms+1,..., 2ms, equal to all them th rootsX i 1/m and (–X i )1/m respectively, and they give {(2s+1)m–1}th degree accuracy. For2smlE2nlE(2s+1)m–1, these (2sm)-point solutions are proven to be the only ones giving (2n)th degree accuracy. Thex i 's in (1) always include complex values, except whenm=1, 2n=2. For2sm<2nlE(2s+1)m–1,g n (z) andh n (z) are (n–sm)-parameter families of polynomials whose roots include those ofg ms (z) andh ms (z) respectively, and whose remainingn–ms roots are the same forg n (z) andh n (z). Form>1, and either 2n<2m or(2s+1)m–1<2n<(2s+2)m, it is proven that there are no non-trivial solutions to (1), real or complex. Form=1(1)6, tables ofx i are given to 15D, fori=1(1)2n, where 2n=2ms ands=1(1) 12/m], so that they are sufficient for attaining at least 24th degree accuracy in (1).Presented at the Twelfth International Congress of Mathematicians, Stockholm, Sweden, August 15–22, 1962.General Dynamics/Astronautics. A Division of General Dynamics Corporation.
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