How to Approximate a Partial Exponential Sum?

Click For Summary

Discussion Overview

The discussion centers around approximating the partial sum of an exponential series, specifically the sum \(\sum_{k = 0}^M \frac{N^k}{k!}\) for integer \(M\) where \(M \leq N\). Participants explore the implications of this sum in relation to the complete exponential function \(e^N\) and seek asymptotic approaches for approximation.

Discussion Character

  • Exploratory
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant notes that the sum \(\sum_{k = 0}^M \frac{N^k}{k!}\) represents a Taylor polynomial approximation of \(e^N\), suggesting that larger \(M\) yields better approximations.
  • Another participant questions the necessity of the restriction \(M \leq N\) and asks what kind of answer is being sought.
  • A participant claims empirical results indicating that when \(M = N\), the sum approaches \(\frac{e^N}{2}\), seeking asymptotic approaches that confirm this behavior.
  • Another participant references Mathematica's representation of the sum in terms of the incomplete gamma function, suggesting a potential avenue for further exploration.
  • One participant acknowledges knowing the proof of the relationship but expresses a need for approximations.

Areas of Agreement / Disagreement

Participants express varying levels of understanding and interpretation of the sum, with some agreeing on its nature as a polynomial approximation while others seek clarification on the implications of the restriction \(M \leq N\). The discussion remains unresolved regarding the exact nature of the approximation and the validity of the empirical claim.

Contextual Notes

There are limitations regarding the assumptions made about the behavior of the sum as \(M\) approaches \(N\), and the dependence on definitions of convergence and approximation methods is not fully explored.

Nurdan
Messages
4
Reaction score
0
It is known that
\[\sum\limits_{k = 0}^\infty {\frac{{N^k }}
{{k!}}} = e^N
\]


My question is

\[\sum\limits_{k = 0}^M {\frac{{N^k }}
{{k!}}} = ?
\]
where $M\leq N$ an integer.


This is not an homework
 
Physics news on Phys.org
recheck your code please
 
I do not understand the question. Whether [itex]M \leq N[/itex] or not, as long as M is not infinity, all you have is a Taylor polynomial approximation of eN. The larger M is, the better your approximation.

Your LaTeX is fine, but the forum requires you to put code in between [ tex ][ /tex ] tags (no spaces) or [ itex ][ /itex ] tags (no spaces) for inline TeX.
 
You should use [tex ][/tex] tags.
Nurdan said:
It is known that
[tex]\sum_{k = 0}^\infty {\frac{{N^k }}<br /> {{k!}}} = e^N[/tex]


My question is

[tex]\sum_{k = 0}^M {\frac{{N^k }}<br /> {{k!}}} = ?[/tex]
where [itex]M\leq N[/itex] an integer.
What kind of answer are you looking for? There isn't really a simpler expression, and why the restriction M ≤ N?
 
My empiric results show that if M=N the answer is (e^N)/2. I am looking for any asymptotic approach that gives the solution as M=N.
 
Yes, it does seem to approach that (although of course it's not exact).

Interestingly, according to Mathematica,
[tex]\sum_{k = 0}^{n} \frac{x^k}{k!} = e^x \frac{\Gamma(n + 1, x)}{\Gamma(n + 1)}[/tex]
where [tex]\Gamma(a, x)[/tex] is the incomplete gamma function
[tex]\Gamma(a, x) = \int_x^\infty t^{a - 1} e^t \,dt[/tex]
and [tex]\Gamma(a) = \Gamma(a, 0)[/tex].
 
It is ok. I know the proof of this but still i need some approximations
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 10 ·
Replies
10
Views
1K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 15 ·
Replies
15
Views
3K