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chbint_c

Table of contents
Procedure
Abstract
Required_Reading
Keywords
Brief_I/O
Detailed_Input
Detailed_Output
Parameters
Exceptions
Files
Particulars
Examples
Restrictions
Literature_References
Author_and_Institution
Version
Index_Entries

Procedure

   chbint_c ( Interpolate a Chebyshev expansion ) 

   void chbint_c ( ConstSpiceDouble    cp     [],
                   SpiceInt            degp,
                   ConstSpiceDouble    x2s    [2],
                   SpiceDouble         x,
                   SpiceDouble       * p,
                   SpiceDouble       * dpdx       )

Abstract

   Return the value of a polynomial and its derivative, evaluated at
   the input `x', using the coefficients of the Chebyshev expansion of
   the polynomial.

Required_Reading

   None.

Keywords

   INTERPOLATION
   MATH
   POLYNOMIAL


Brief_I/O

   VARIABLE  I/O  DESCRIPTION
   --------  ---  --------------------------------------------------
   cp         I   degp+1 Chebyshev polynomial coefficients.
   degp       I   Degree of polynomial.
   x2s        I   Transformation parameters of polynomial.
   x          I   Value for which the polynomial is to be evaluated
   p          O   Value of the polynomial at `x'
   dpdx       O   Value of the derivative of the polynomial at X

Detailed_Input

   cp          is an array of coefficients of a polynomial with
               respect to the Chebyshev basis. The polynomial to be
               evaluated is assumed to be of the form:

                  cp[degp]*T(degp,s) + cp[degp-1]*T(degp-1,s) + ...

                                     + cp[1]*T(1,s) + cp[0]*T(0,s)

               where T(i,s) is the i'th Chebyshev polynomial
               evaluated at a number `s' whose double precision
               value lies between -1 and 1. The value of `s' is
               computed from the input variables x2s[0], x2s[1] and `x'.

   degp        is the degree of the Chebyshev polynomial to be
               evaluated.

   x2s         is an array of two parameters. These parameters are
               used to transform the domain of the input variable `x'
               into the standard domain of the Chebyshev polynomial.
               x2s[0] should be a reference point in the domain of `x';
               x2s[1] should be the radius by which points are
               allowed to deviate from the reference point and while
               remaining within the domain of `x'. The value of
               `x' is transformed into the value `s' given by

                  s = ( x - x2s[0] ) / x2s[1]

               Typically x2s[0] is the midpoint of the interval over
               which `x' is allowed to vary and x2s[1] is the radius of
               the interval.

               The main reason for doing this is that a Chebyshev
               expansion is usually fit to data over a span
               from A to B where A and B are not -1 and 1
               respectively. Thus to get the "best fit" the
               data was transformed to the interval [-1,1] and
               coefficients generated. These coefficients are
               not rescaled to the interval of the data so that
               the numerical "robustness" of the Chebyshev fit will
               not be lost. Consequently, when the "best fitting"
               polynomial needs to be evaluated at an intermediate
               point, the point of evaluation must be transformed
               in the same way that the generating points were
               transformed.

   x           is the value for which the polynomial is to be
               evaluated.

Detailed_Output

   p           is the value of the polynomial to be evaluated. It
               is given by

                  cp[degp]*T(degp,s) + cp[degp-1]*T(degp-1,s) + ...

                                     + cp[1]*T(1,s) + cp[0]*T(0,s)

               where T(i,s) is the i'th Chebyshev polynomial
               evaluated  at a number s = ( x - x2s[0] )/x2s[1]

   dpdx        is the value of the derivative of the polynomial at `x'.
               It is given by

                  1/x2s[1] [    cp[degp]*T'(degp,s)

                              + cp[degp-1]*T'(degp-1,s)

                              + ...

                              + cp[1]*T'(1,s)

                              + cp[0]*T'(0,s) ]

               where T(i,s) and T'(i,s) are the i'th Chebyshev
               polynomial and its derivative, respectively,
               evaluated  at a number s = ( x - x2s[0] )/x2s[1]

Parameters

   None.

Exceptions

   Error free.

   1)  No tests are performed for exceptional values (`degp' negative,
       etc.). This routine is expected to be used at a low level in
       ephemeris evaluations. For that reason it has been elected as
       a routine that will not participate in error handling.

Files

   None.

Particulars

   This routine computes the value of a Chebyshev polynomial
   expansion and the derivative of the expansion with respect to `x'.
   The polynomial is given by

      cp[degp]*T(degp,s) + cp[degp-1]*T(degp-1,s) + ...

                         + cp[1]*T(1,s) + cp[0]*T(0,s)

   where

      s  =  ( x - x2s[0] ) / x2s[1]

   and

      T(i,s) is the i'th Chebyshev polynomial of the first kind
      evaluated at `s'.

Examples

   The numerical results shown for this example may differ across
   platforms. The results depend on the SPICE kernels used as
   input, the compiler and supporting libraries, and the machine
   specific arithmetic implementation.

   1) Depending upon the user's needs, there are 3 routines
      available for evaluating Chebyshev polynomials.

         chbval_c   for evaluating a Chebyshev polynomial when no
                    derivatives are desired.

         chbint_c   for evaluating a Chebyshev polynomial and its
                    first derivative.

         chbder_c   for evaluating a Chebyshev polynomial and a user
                    or application dependent number of derivatives.

      Of these 3 the one most commonly employed by SPICE software
      is chbint_c as it is used to interpolate ephemeris state
      vectors; this requires the evaluation of a polynomial
      and its derivative. When no derivatives are desired one
      should use chbval_c, or when more than one or an unknown
      number of derivatives are desired one should use chbder_c.

      The code example below illustrates how this routine might
      be used to obtain points for plotting a polynomial
      and its derivative.


      Example code begins here.


      /.
         Program chbint_ex1
      ./
      #include <stdio.h>
      #include "SpiceUsr.h"

      int main( )
      {

         /.
         Local variables.
         ./
         SpiceDouble          dpdx;
         SpiceDouble          x;
         SpiceDouble          p;

         SpiceInt             degp;

         /.
         Set the coefficients of the polynomial and its
         transformation parameters
         ./
         SpiceDouble          cp     [7] = { 1.0,  3.0, 0.5, 1.0,
                                             0.5, -1.0, 1.0     };
         SpiceDouble          x2s    [2] = { 0.5,  3.0 };

         degp   = 6;
         x      = 1.0;

         chbint_c ( cp, degp, x2s, x, &p, &dpdx );

         printf( "Value of the polynomial at x=1: %10.6f\n", p );
         printf( "   First derivative at x=1    : %10.6f\n", dpdx );

         return ( 0 );
      }


      When this program was executed on a Mac/Intel/cc/64-bit
      platform, the output was:


      Value of the polynomial at x=1:  -0.340878
         First derivative at x=1    :   0.382716

Restrictions

   1)  One needs to be careful that the value

          (x-x2s[0]) / x2s[1]

       lies between -1 and 1. Otherwise, the routine may fail
       spectacularly (for example with a floating point overflow).

Literature_References

   [1]  W. Press, B. Flannery, S. Teukolsky and W. Vetterling,
        "Numerical Recipes -- The Art of Scientific Computing,"
        chapter 5.4, "Recurrence Relations and Clenshaw's Recurrence
        Formula," p 161, Cambridge University Press, 1986.

   [2]  T. Rivlin, "The Chebyshev Polynomials," Wisley, 1974.

   [3]  R. Weast and S. Selby, "CRC Handbook of Tables for
        Mathematics," 4th Edition, CRC Press, 1976.

Author_and_Institution

   J. Diaz del Rio     (ODC Space)

Version

   -CSPICE Version 1.0.0, 01-NOV-2021 (JDR)

Index_Entries

   interpolate a chebyshev expansion
Fri Dec 31 18:41:02 2021