Approximations and expansions Interpolation Proposition
Thiele's interpolation formula
Statement
Let , let be pairwise distinct, and let be a real function defined at these points. The reciprocal differences of are defined by , and, for , Set , and for . Assume that no denominator above is zero and that the finite continued fraction can be evaluated at each node without division by zero. Then is a rational function and for .
Remarks
Reciprocal differences play for rational interpolation the role that divided differences play for polynomial interpolation. The proof is by induction on : the tail of the continued fraction starting at interpolates the reciprocal data at .
Example: gives , the line through the two data points.
The non-degeneracy hypothesis is needed. The formula can break down even when a simple interpolant exists. For instance, for equal values , interpolated by a constant, the first reciprocal difference already divides by .
Going deeper
For a student
Thiele's formula is the rational analogue of the Newton polynomial: each new node adds one more level to the continued fraction and leaves the earlier levels unchanged. Its truncations give rational interpolants whose numerator and denominator degrees grow alternately. It is closely related to Padé approximants, which match derivatives at one point instead of values at many points.
Reading path
To understand this page from the ground up, read these 4 pages in order. The foundations come first.
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- no evidence level
- Continued fraction concept
- Function concept
- Rational function concept
- Thiele's interpolation formula statement
Further reading
About this page
| Tag | DANS1S61SX |
|---|---|
| URI | m2://DANS1S61SX |
| Kind | statement, proposition |
| Writing | W0 stub |
| MSC | 41A05, 41A20, 65D05 |
| Status | This copy of the site has no build data. Run m2 status DANS1S61SX. |
| About | Rational function, Continued fraction |
| Uses | Rational function, Continued fraction, Function |
| Same as |
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