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5 Padé approximants

5.1 Obtaining Padé approximants

The same paradigm shift can be applied to polynomials : Algorithm 6 that computes the Bezout's coefficients of polynomials, can be rewritten to focus on the convergents of a rational fraction and thereafter rewritten to obtain approximation of non fractional objects. The key problem is to find the appropriate substitute for the Euclidean quotient.

Our start point will be no more maths where maths, but maths where maths and maths is a meromorphic function near maths. The idea is to combine the maths to obtain a sequence of increasing order in the variable maths. Therefore, we have to define maths, the substitute of maths, by the leading term of maths. That ``quotient'' will have a negative order i.e., tends to infinity as maths and the elimination maths can better be written as maths, leading to a sequence of remainder whose orders are increasing.

FIG. : Padé approximants for maths.
maths

Figure 8 applies this process to the expansion of maths near maths. The expansion can be written in two flavours, according to your meaning of ``without division''. You can request only integers everywhere and therefore numerators have both an integer part and a litteral part, or you can request only litterals on numerators and therefore have rationals for the remaining coefficients. We obtain the expansions:

mathsmaths maths maths .

and the convergents:

maths

These rational fractions are alternatively the maths and the mathsPadé approximants of maths, the maths-Padé being the best fractional approximant maths of a given function when both maths and maths are required.

A nice formula : maths

5.2 Quotients in arithmetical progression

When applying this algorithm up to order maths to function maths, the results obtained can be summarized by Eq. 7, where the first expansion is the raw one and the second is the expansion ``without divisions''.

maths (7)

In other words, the partial quotients stand in arithmetical progression. To obtain a full understanding of this striking feature, the Bessel's functions are required. These functions are define by:

maths (8)

These functions are relevant to our problem because of formulae :

maths

The key point is the recurrence relation:

maths

The foundamental reason for this relation is from differential équations, but a blind proof is nevertheless easy to obtain. We have:

maths

Defining maths as the quotient of two consecutive Bessel's functions, i.e. maths, Eq. 8 can be rewritten as:

maths

And the conclusion follows since this constant maths is nothing but the limit value of maths as maths, as obtained by the quotient of the leading term of each factor. Changing maths into maths leads to an arthmetical progression of reason maths, while changing maths enables to change the first term of the progression. For example:

mathswhilemaths 


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Previous: 4 Continued fractions Up: From Euclid to Padé Next: 6 Accelerations   Contents


douillet@ensait.fr
2005-02-09