Evaluating limit at infinity by Maclaurin series

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Homework Help Overview

The discussion revolves around evaluating the limit as \( x \) approaches infinity for the expression \( x^n e^{-x} \) using the Maclaurin series expansion for the exponential function. Participants are exploring the implications of the series expansion and its behavior at infinity.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the application of the Maclaurin series for \( e^x \) and how to manipulate the expression by dividing by \( x^n \). There are attempts to analyze the limit by considering the behavior of the series terms as \( x \) approaches infinity.

Discussion Status

Some participants have suggested proving inequalities related to the exponential function and polynomial terms, while others express confusion about the evaluation of the series at infinity. There is recognition of the need to consider the fixed nature of \( n \) in the limit process.

Contextual Notes

Participants are working under the constraints of a homework problem, which may limit the methods they can use. The discussion reflects varying interpretations of the series and its convergence properties as \( x \) increases.

Sigma057
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Homework Statement


I've begun going through Boas' Math Methods in the Physical Sciences and am stuck on problem 1.15.25. The problem is to evaluate
## \lim_{x\to \infty } x^n e^{-x} ##
By using the Maclaurin expansion for ##e^{x}##.

Homework Equations


We know the Maclaurin expansion for the exponential function to be
## 1+x+\frac{x^2}{2}+\frac{x^3}{6}+\frac{x^4}{24}+\text{...}##
We are also given the hint to divide the numerator and denominator by ##x^n## before taking the limit.

The Attempt at a Solution


Taking the hint I proceed
##
e^{-x} x^n=\frac{x^n}{e^x}=\frac{1}{\frac{e^x}{x^n}}=\frac{1}{\frac{1}{x^n}\left(1+x+\frac{x^2}{2}+\frac{x^3}{6}+\frac{x^4}{24}+\text{...}\right)}=\frac{1}{\frac{1}{x^n}+\frac{x}{x^n}+\frac{x^2}{2 x^n}+\frac{x^3}{6 x^n}+\frac{x^4}{24 x^n}+\text{...}}=\frac{1}{\frac{1}{x^n}+\frac{1}{x^{n-1}}+\frac{1}{2 x^{n-2}}+\frac{1}{6 x^{n-3}}+\frac{1}{24 x^{n-4}}+\text{...}}

##
I really don't see how this helps me as I let x go to infinity.
Any suggestions?
 
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I had Ralph Boas (husband of the author of that book) for a math course once. He was a very sweet old guy.

I'm not exactly sure how she wants you to solve the problem, but if you could prove that, for x large enough, e^x > x^{n+1}, then it would follow that x^n/e^x < 1/x.
 
Sigma057 said:

Homework Statement


I've begun going through Boas' Math Methods in the Physical Sciences and am stuck on problem 1.15.25. The problem is to evaluate
## \lim_{x\to \infty } x^n e^{-x} ##
By using the Maclaurin expansion for ##e^{x}##.

Homework Equations


We know the Maclaurin expansion for the exponential function to be
## 1+x+\frac{x^2}{2}+\frac{x^3}{6}+\frac{x^4}{24}+\text{...}##
We are also given the hint to divide the numerator and denominator by ##x^n## before taking the limit.

The Attempt at a Solution


Taking the hint I proceed
##
e^{-x} x^n=\frac{x^n}{e^x}=\frac{1}{\frac{e^x}{x^n}}=\frac{1}{\frac{1}{x^n}\left(1+x+\frac{x^2}{2}+\frac{x^3}{6}+\frac{x^4}{24}+\text{...}\right)}=\frac{1}{\frac{1}{x^n}+\frac{x}{x^n}+\frac{x^2}{2 x^n}+\frac{x^3}{6 x^n}+\frac{x^4}{24 x^n}+\text{...}}=\frac{1}{\frac{1}{x^n}+\frac{1}{x^{n-1}}+\frac{1}{2 x^{n-2}}+\frac{1}{6 x^{n-3}}+\frac{1}{24 x^{n-4}}+\text{...}}

##
I really don't see how this helps me as I let x go to infinity.
Any suggestions?
The denominator is ##\frac{1}{x^n}+\frac{1}{x^{n-1}}+\frac{1}{2 x^{n-2}}+\text{...}+\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...}##
What happens if x goes to infinity?
 
ehild said:
The denominator is ##\frac{1}{x^n}+\frac{1}{x^{n-1}}+\frac{1}{2 x^{n-2}}+\text{...}+\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...}##
What happens if x goes to infinity?

As x goes to infinity, ##\frac{1}{x^n}, \frac{1}{x^{n-1}}, \frac{1}{2 x^{n-2}},...## go to zero leaving us to evaluate the rest of the series ##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...}##

The only step I can see from here is to factor out an n!.
##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...} = \frac{1}{n!}+\frac{x}{(n+1) n!}+\frac{x^2}{(n+2) (n+1) n!}+\text{...} = \frac{1}{n!}\left(1+\frac{x}{n+1}+\frac{x^2}{(n+2) (n+1)}+\text{...}\right)##
And once again I'm stuck as I know of no way to evaluate this.
 
Sigma057 said:
As x goes to infinity, ##\frac{1}{x^n}, \frac{1}{x^{n-1}}, \frac{1}{2 x^{n-2}},...## go to zero leaving us to evaluate the rest of the series ##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...}##

The only step I can see from here is to factor out an n!.
##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...} = \frac{1}{n!}+\frac{x}{(n+1) n!}+\frac{x^2}{(n+2) (n+1) n!}+\text{...} = \frac{1}{n!}\left(1+\frac{x}{n+1}+\frac{x^2}{(n+2) (n+1)}+\text{...}\right)##
And once again I'm stuck as I know of no way to evaluate this.
For ##x > 0##, all the terms in the series for ##e^x## are positive, so ##e^x > x^{n+k}/(n+k)!, ## hence
$$\frac{x^n}{e^x} < \frac{x^n}{x^{n+k}/(n+k)!} = (n+k)!/x^k. $$
 
Seems like you're making this more complicated than it needs to be. Doesn't
$$\lim_{x\to\infty} \frac{1}{n!} + \frac{1}{(n+1)!} x + \cdots$$ diverge?
 
Sigma057 said:
As x goes to infinity, ##\frac{1}{x^n}, \frac{1}{x^{n-1}}, \frac{1}{2 x^{n-2}},...## go to zero leaving us to evaluate the rest of the series ##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...}##

The only step I can see from here is to factor out an n!.
##\frac{1}{n!}+\frac{1}{(n+1)!}x+\frac{1}{(n+2)!}x^2+\text{...} = \frac{1}{n!}+\frac{x}{(n+1) n!}+\frac{x^2}{(n+2) (n+1) n!}+\text{...} = \frac{1}{n!}\left(1+\frac{x}{n+1}+\frac{x^2}{(n+2) (n+1)}+\text{...}\right)##
And once again I'm stuck as I know of no way to evaluate this.
Remember that n is a finite number.
##1+\frac{x}{n+1}+\frac{x^2}{(n+2) (n+1)}+\text{...}>1+\frac{x}{n+1}## which goes to infinity if x-->∞. What is the limit of its reciprocal?
 
Thank you all! The fact that n is a fixed finite constant was the fundamental concept I wasn't using in my solution. I now can see that once I take the limit of the reciprocal sum it goes to zero =)

You have no idea how frustrating this problem has been (for no good reason). Thank you al for sharing your insights with a fresh pair of eyes!
 

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