- naginterfaces.library.fit.dim1_cheb_eval(a, xcap)¶
dim1_cheb_evalevaluates a polynomial from its Chebyshev series representation.
For full information please refer to the NAG Library document for e02ae
- afloat, array-like, shape
must be set to the value of the th coefficient in the series, for .
, the argument at which the polynomial is to be evaluated. It should lie in the range to , but a value just outside this range is permitted (see Exceptions) to allow for possible rounding errors committed in the transformation from to discussed in Notes. Provided the recommended form of the transformation is used, a successful exit is thus assured whenever the value of lies in the range to .
The value of the polynomial.
- (errno )
On entry, and .
Constraint: , where is machine precision.
- (errno )
On entry, .
In the NAG Library the traditional C interface for this routine uses a different algorithmic base. Please contact NAG if you have any questions about compatibility.
dim1_cheb_evalevaluates the polynomial
for any value of satisfying . Here denotes the Chebyshev polynomial of the first kind of degree with argument . The value of is prescribed by you.
In practice, the variable will usually have been obtained from an original variable , where and
Note that this form of the transformation should be used computationally rather than the mathematical equivalent
since the former guarantees that the computed value of differs from its true value by at most , where is the machine precision, whereas the latter has no such guarantee.
The method employed is based on the three-term recurrence relation due to Clenshaw (1955), with modifications to give greater numerical stability due to Reinsch and Gentleman (see Gentleman (1969)).
For further details of the algorithm and its use see Cox (1974) and Cox and Hayes (1973).
Clenshaw, C W, 1955, A note on the summation of Chebyshev series, Math. Tables Aids Comput. (9), 118–120
Cox, M G, 1974, A data-fitting package for the non-specialist user, Software for Numerical Mathematics, (ed D J Evans), Academic Press
Cox, M G and Hayes, J G, 1973, Curve fitting: a guide and suite of algorithms for the non-specialist user, NPL Report NAC26, National Physical Laboratory
Gentleman, W M, 1969, An error analysis of Goertzel’s (Watt’s) method for computing Fourier coefficients, Comput. J. (12), 160–165