Prove that the limit as n->infinity of n^n/n! is infinity

  • #1
sphere1
1
0
Homework Statement
Find the limit of (n^n)/n! as n approaches infinity
Relevant Equations
(n^n)/n!
I am self-studying Boas and this is a problem from Ch. 1.2. I have developed what I believe is an answer, but I'm not sure it's adequate. The general approach is to show that for all values of n > 1, n^n grows faster than n!, and therefore that (n^n)/n! approaches infinity as n approaches infinity:
1. n^n = n*n*..., and n! = n*(n-1)*(n-2)
2. n^n - n! = (n-n) + (n - (n-1)) + (n - (n-2)) + ... + (n-1) = 0 + 1 + ... + (n-1)
3. As n -> infinity, n^n - n! also approaches infinity, which implies that (n^n)/n! approaches infinity.

I realize that this problem could be solved by using L'Hôpital's rule, but I do not know how to differentiate a factorial. (I realize that it is possible, but I'm trying to solve this problem using my current toolkit.)
 
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  • #2
This line,
sphere1 said:
Homework Statement: Find the limit of (n^n)/n! as n approaches infinity
Relevant Equations: (n^n)/n!

2. n^n - n! = (n-n) + (n - (n-1)) + (n - (n-2)) + ... + (n-1) = 0 + 1 + ... + (n-1)
is wrong. Check for n=3. The left-hand side is 27-6=21. The right-hand side is 0+1+2=3.
 
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  • #3
Your basic argument fails. For example:

As ##n\to \infty##, we have ##2n -n \to \infty##, yet ##\frac{2n} n \to 2##.
 
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  • #4
This may be an idea for a proof:
Say n=10.
10^10= 10(10)....(10) ; 10 times.
10!= 10(9)(8)...(5)...1.
10/5 =2.
______________
30^30=30(30)...(30) ; 30 times
30!= 30(29)(28)....(15)...1

30/15=2

You can do this doubling indefinitely.
Edit: I'm not giving all details because we're not supposed to do all work for students.
 
  • #5
The convergence / divergence of sequences can often be proven by comparing a sequence with another one from which it is known whether it diverges or converges. You want to define divergence, so you need
$$
\displaystyle{\lim_{n \to \infty}\dfrac{n^n}{n!} \geq \lim_{n \to \infty} b_n}
$$
with a divergent series ##(b_n)_{n\in \mathbb{N}}.## What could we chose as ##b_n##? (The simpler the better.)
 
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  • #6
fresh_42 said:
The convergence / divergence of sequences can often be proven by comparing a sequence with another one from which it is known whether it diverges or converges. You want to define divergence, so you need
$$
\displaystyle{\lim_{n \to \infty}\dfrac{n^n}{n!} \geq \lim_{n \to \infty} b_n}
$$
with a divergent series ##(b_n)_{n\in \mathbb{N}}.## What could we chose as ##b_n##? (The simpler the better.)
This is the best way if you can find a simple sequence ##b_n## (and it is not too hard to do so, a very simple example comes to mind). An alternative if one wants to brute force it is noting that ##n^n/n! = n^{n-1}/(n-1)!## and considering the logarithm of the sequence, i.e.,
$$
\ln(n^{n-1}/(n-1)!)
$$
and noting that this will diverge iff ##n^n/n!## diverges.
 
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  • #7
sphere1 said:
Homework Statement: Find the limit of (n^n)/n! as n approaches infinity
Relevant Equations: (n^n)/n!

I am self-studying Boas and this is a problem from Ch. 1.2. I have developed what I believe is an answer, but I'm not sure it's adequate. The general approach is to show that for all values of n > 1, n^n grows faster than n!, and therefore that (n^n)/n! approaches infinity as n approaches infinity:
1. n^n = n*n*..., and n! = n*(n-1)*(n-2)
2. n^n - n! = (n-n) + (n - (n-1)) + (n - (n-2)) + ... + (n-1) = 0 + 1 + ... + (n-1)
3. As n -> infinity, n^n - n! also approaches infinity, which implies that (n^n)/n! approaches infinity.
This is true, but how/why does it imply the limit of the ratio?
sphere1 said:
I realize that this problem could be solved by using L'Hôpital's rule, but I do not know how to differentiate a factorial. (I realize that it is possible, but I'm trying to solve this problem using my current toolkit.)
L'Hopital's rule applies for limits of differentiable functions. One would need to show ##\frac{x^x}{x!} \to\infty## as ##x\to \infty##. If this is true, then the respective sequence also diverges. But there is a lot of theory in between that justifies this, so it would be preferable to avoid unnecessarily complicated approaches.

It suffices to note as you said
[tex]
\frac{n^n}{n!} = \frac{n\cdot n\cdot \ldots\cdot n\cdot n}{n\cdot (n-1)\cdot \ldots 2\cdot 1 } = \frac{n\cdot n\ldots \cdot n}{n\cdot (n-1)\cdot \ldots \cdot 2} \cdot \frac{n}{1} \geqslant n,
[/tex]
because the left term is greater than ##1##.
 
  • #8
Hint for ## n > 2##: ##n! = n(n-1) \dots (2)(1) < n^{n-1}##
 

FAQ: Prove that the limit as n->infinity of n^n/n! is infinity

What is the limit we are trying to prove?

The limit we are trying to prove is the limit of the expression n^n/n! as n approaches infinity. We want to show that this limit is equal to infinity.

Why does n^n grow faster than n! as n approaches infinity?

As n increases, n^n (which is n multiplied by itself n times) grows exponentially faster than n! (the product of all integers from 1 to n). This is because n! can be approximated by Stirling's approximation, which indicates that n! grows like sqrt(2πn)(n/e)^n, while n^n grows as n^n. The exponential growth rate of n^n dominates that of n! as n becomes very large.

How can we use the ratio test to analyze the limit?

We can apply the ratio test by considering the ratio of successive terms in the sequence a_n = n^n/n!. Specifically, we can compute a_(n+1)/a_n and analyze its behavior as n approaches infinity. If this ratio approaches infinity, it indicates that a_n also approaches infinity.

What role does Stirling's approximation play in this proof?

Stirling's approximation provides a way to approximate n! for large n, specifically stating that n! ≈ sqrt(2πn)(n/e)^n. By substituting this approximation into our limit expression, we can simplify the fraction n^n/n! and clearly see that the growth of n^n outpaces the growth of n!, leading us to conclude that the limit is indeed infinity.

Are there any other methods to prove this limit?

Yes, aside from using Stirling's approximation, we can also use the ratio test directly or apply the root test. Another approach is to analyze the logarithm of the expression, which can help to simplify the comparison of growth rates. Each of these methods ultimately leads to the conclusion that the limit as n approaches infinity of n^n/n! is infinity.

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