How Can You Solve the Geometric Series Expansion for \(\sum n^2 x^n\)?

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Discussion Overview

The discussion focuses on finding the closed form for the geometric series expansion of the sum \(\sum n^2 x^n\) for \(n=0,1,2,\ldots\). Participants explore methods for calculating this series, including references to known series and techniques from calculus.

Discussion Character

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

Main Points Raised

  • One participant expresses difficulty in finding resources for the series \(\sum n^2 x^n\), noting that most references only cover simpler forms like \(\sum n x^n\) or \(\sum n x^{n-1}\).
  • Another participant suggests using the operator \(x\frac{d}{dx}\) to relate the series to known forms, indicating that \(\sum n^2 x^n\) can be expressed as \(\left(x\frac{d}{dx}\right)^2 \sum_{n=0}^\infty x^n\), while cautioning that swapping the sum and derivative may not always be valid.
  • A third participant questions whether the original poster is interested in summing infinite or finite series, mentioning that there are few reference books for finite summations and suggesting the field of The Calculus of Finite Differences for methods related to finite series.
  • Another participant acknowledges the helpfulness of the responses and clarifies that they are looking for the infinite series.
  • One participant proposes a method involving multiplying a simpler series by \(x\) and differentiating again as a potential approach to finding the solution.

Areas of Agreement / Disagreement

Participants generally agree on the interest in the infinite series, but there is no consensus on the best method to approach the problem or the availability of resources for finite series.

Contextual Notes

There are limitations regarding the assumptions made about the validity of operations like swapping sums and derivatives, as well as the lack of comprehensive resources for finite summations.

Andronicus1717
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I need to find the solution to the geometric series expansion of the form...

[itex]\sum[/itex]n^2*x^n , for n=0,1,2,...

most resources I've found only have answers for n*x^n or n*x^(n-1). I have no idea how to calculate this, so I was wondering if there's a book out there that has massive lists of geometric series or is there method for easily calculating this?
 
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A common way to try to find closed forms for series like these is to try to relate them to a series you already know. For example, note that

[tex]n^2 x^n = \left(x\frac{d}{dx}\right)^2 x^n.[/tex]

So,

[tex]\sum_{n=0}^{\infty} n^2 x^n = \sum_{n=0}^{\infty}\left(x\frac{d}{dx}\right)^2 x^n = \left(x\frac{d}{dx}\right)^2 \sum_{n=0}^\infty x^n.[/tex]

(Swapping the sum and derivative isn't always allowed, but in this case it should be ok).

In case you're not sure,

[tex]\left(x\frac{d}{dx}\right)^2f(x) = x\frac{d}{dx}\left(x\frac{df}{dx}\right).[/tex]
 
Andronicus1717,

Do you want to sum infinite series or finite series? I don't know of any reference book that gives a large table of finite summations. (I wonder why there aren't several such books.)

If you want to know the method for doing finite summations in closed form, the field you should look up is The Calculus of Finite Differences.

I think this web page talks about the type of sums you are asking about. http://2000clicks.com/MathHelp/SeriesPolynomialGeometric.aspx

You might find more information by searching for "polynomial geometric series".
 
Thank you, your responses have been very helpful!

Stephen Tashi: The infinite series is what I was looking for. Next time I will try and better use the equation syntax.
 
most resources I've found only have answers for n*x^n or n*x^(n-1)

By the way, have you considered multiplying the latter by x, and then differentiating again?
 

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