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174 Chapter 5. Evaluation of Functions<br />

or<br />

p=c[j=n];<br />

dp=0.0;<br />

while (j>0) {dp=dp*x+p; p=p*x+c[--j];}<br />

which yields the polynomial as p and its derivative as dp.<br />

The above trick, which is basically synthetic division [1,2], generalizes to the<br />

evaluation of the polynomial and nd of its derivatives simultaneously:<br />

void ddpoly(float c[], int nc, float x, float pd[], int nd)<br />

Given the nc+1 coefficients of a polynomial of degree nc as an array c[0..nc] with c[0]<br />

being the constant term, and given a value x, and given a value nd>1, this routine returns the<br />

polynomial evaluated at x as pd[0] and nd derivatives as pd[1..nd].<br />

{<br />

int nnd,j,i;<br />

float cnst=1.0;<br />

}<br />

pd[0]=c[nc];<br />

for (j=1;j=0;i--) {<br />

nnd=(nd < (nc-i) ? nd : nc-i);<br />

for (j=nnd;j>=1;j--)<br />

pd[j]=pd[j]*x+pd[j-1];<br />

pd[0]=pd[0]*x+c[i];<br />

}<br />

for (i=2;i3 can be evaluated in fewer than n multiplications, at least if you are willing<br />

to precompute some auxiliary coefficients and, in some cases, do an extra addition.<br />

For example, the polynomial<br />

P (x) =a0 + a1x + a2x 2 + a3x 3 + a4x 4<br />

(5.3.1)<br />

where a4 > 0, can be evaluated with 3 multiplications and 5 additions as follows:<br />

P (x) =[(Ax + B) 2 + Ax + C][(Ax + B) 2 + D]+E (5.3.2)<br />

where A, B, C, D, and E are to be precomputed by<br />

A =(a4) 1/4<br />

B = a3 − A 3<br />

4A 3<br />

D =3B 2 +8B 3 + a1A − 2a2B<br />

A 2<br />

C = a2<br />

A 2 − 2B − 6B2 − D<br />

E = a0 − B 4 − B 2 (C + D) − CD<br />

(5.3.3)<br />

Sample page from NUMERICAL RECIPES IN C: THE ART OF SCIENTIFIC COMPUTING (ISBN 0-521-43108-5)<br />

Copyright (C) 1988-1992 by Cambridge University Press. Programs Copyright (C) 1988-1992 by <strong>Numerical</strong> Recipes Software.<br />

Permission is granted for internet users to make one paper copy for their own personal use. Further reproduction, or any copying of machinereadable<br />

files (including this one) to any server computer, is strictly prohibited. To order <strong>Numerical</strong> Recipes books or CDROMs, visit website<br />

http://www.nr.com or call 1-800-872-7423 (North America only), or send email to directcustserv@cambridge.org (outside North America).

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