Series Expansion of 1/Polynomial

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Discussion Overview

The discussion revolves around the series expansion of a function of the form $$\frac{1}{\sum_{n=0}^{\infty} a_n x^n}$$ about the point ##x=0##. Participants explore various methods to express this function as another sum $$\sum_n c_n x^n$$, including Taylor expansions and alternative approaches involving double summations and matrix algebra.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant seeks a simple method for series expansion, expressing frustration with complex sums arising from Taylor expansion attempts.
  • Another participant suggests a convolution approach to find coefficients $$b_n$$ from $$a_n$$, noting that if the series converges, it simplifies the process.
  • A later reply mentions a specific case where the coefficients are constant, providing a straightforward solution for that scenario.
  • One participant introduces a more complex situation involving double summations over two variables and expresses a need for a general approach beyond Taylor expansion.
  • Another participant proposes using matrix algebra to handle double summations, suggesting a transformation of the problem into a matrix form for potential simplification.

Areas of Agreement / Disagreement

Participants do not reach a consensus on a single method for series expansion. Multiple approaches are discussed, with some participants favoring convolution and others suggesting matrix methods, indicating a variety of perspectives on the problem.

Contextual Notes

Participants mention the importance of convergence and the potential for approximating series by using only the first few terms. There are also references to the complexity introduced by double summations and the need for clarity on the specific problem being addressed.

Hepth
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Is there a simple way to series expand a function of the form
$$
\frac{1}{\sum_{n=0}^{\infty} a_n x^n}
$$
about the point ##x=0##, such that it can be expressed as another sum ##\sum_n c_n x^n##?

I tried doing it by taylor expansion but I end up with a sum of sums of products of sums :) and its been too long for me to remember a lot of the more advanced simplifications.

Thanks.
 
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Well, I'd try... $$\sum_{n=0}^\infty b_nx^n = \frac{1}{\sum_{n=0}^\infty a_nx^n}\\
\implies \left(\sum_{n=0}^\infty b_nx^n\right)\left(\sum_{n=0}^\infty a_nx^n\right)=1\\
\implies \sum_{n=0}^\infty \left( \sum_{k=0}^n b_ka_{n-k}\right)x^n = 1\\
\implies \sum_{n=0}^\infty c_n x^n = 1$$... you know what the convolution values are: ##c_0=1, c_{n>0}=0##

If you also know all the ##a_n## you can find the corresponding ##b_n##
If you are lucky, there's a pattern.
 
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Thanks!
 
Glad you like it - I figured you'd kinda got as far as line 3 or I'd have forced you to work it out yourself :)

Note: I didn;t use your notation - so where you wanted ##\small{c_n}##'s I gave you ##\small{b_n}##'s

If the series converges, then it gets easier...
i.e. In the special case where ##a_n=a## is a constant with ##n##, and ##|x|<1##, then the RHS of line #1 converges to ##(1-x)/a## making ##b_0=1/a,\; b_1=-1/a,\; b_{n>1}=0##

In general - the series will have a radius of convergence depending on the value of x (and the series). In physics it is common practice to use the first 2-3 terms only, as an approximation.

Enjoy.
 
I just needed a general approach other than taking a taylor expansion. It IS physics actually, and what I really have are double summations in both the numerator and denominator over two variables that go to arbitrary order.

So

$$ \sum_{ij} c_{ij} x^i y^j = \frac{\sum_{nm} a_{nm} x^n y^m}{\sum_{kl} b_{kl} x^k y^l} $$

And I wanted to find the c's. I know the anm and bkl to any order I really want.
 
If you keep getting double summations like that you may want to consider if you can get where you want more easily through matrix algebra.

i.e. if ##\vec x## and ##\vec y## are column vectors where the nth element is ##x^{n-1}## and ##y^{n-1}## respectively, then we can make a matrix ##\text{A}## of the coefficients so that: $$\vec y^t A x = \sum_{j=1}^N y^{j-1} \sum_{i=1}^N a_{ij}x^{i-1}$$... you want the powers to start at 0 right?

Then the problem looks like -
... given the following:$$\vec y^t \text{C}\vec x = \frac{\vec y^t\text A \vec x}{\vec y^t \text{B} \vec x}$$... express C in terms of A and B.

... but I don't know the problem you are trying to solve.
 

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