242.7x.27 Find the slowest growing and the fastest growing functions

  • Context: MHB 
  • Thread starter Thread starter karush
  • Start date Start date
  • Tags Tags
    Functions
Click For Summary
SUMMARY

This discussion focuses on determining the growth rates of various functions as \( x \to \infty \). The functions analyzed include \( y = 4x^{10} \), \( y = e^x \), \( y = e^{x-4} \), and \( y = xe^x \). Using limits and L'Hôpital’s Rule, it is established that \( e^x \) grows faster than \( 4x^{10} \) and that \( e^{x-4} \) and \( e^x \) grow at the same rate. The conclusion is that \( e^x \) is the fastest growing function among those compared.

PREREQUISITES
  • Understanding of limits in calculus
  • Familiarity with L'Hôpital’s Rule
  • Basic knowledge of exponential functions
  • Concept of asymptotic growth rates
NEXT STEPS
  • Study the application of L'Hôpital’s Rule in depth
  • Learn about asymptotic notation (Big O, Big Theta, Big Omega)
  • Explore the growth rates of polynomial vs. exponential functions
  • Investigate the behavior of logarithmic functions in comparison to exponential functions
USEFUL FOR

Students and professionals in mathematics, particularly those studying calculus and analysis, as well as anyone interested in understanding function growth rates and limits.

karush
Gold Member
MHB
Messages
3,240
Reaction score
5
$\tiny{242.7x.27}$
$\textsf{Find the slowest growing and the fastest growing functions
${{x}\to{\infty}}$}$
\begin{align*}\displaystyle
y&=4x^{10} \\
y&=e^x \\
y&=e^{x-4} \\
y&=xe^x \\
\end{align*}

$\textit{I'm clueless... take the limit??}$
 
Physics news on Phys.org
Yes, limits are involved here...

[box=green]Definition: Let $f(x)$ and $g(x)$ be positive for $x$ sufficiently large.
  1. $f(x)$ grows faster than $g(x)$ as $x\to\infty$ if $$\lim_{x\to\infty}\frac{f(x)}{g(x)}=\infty$$
  2. $f(x)$ grows slower than $g(x)$ as $x\to\infty$ if $$\lim_{x\to\infty}\frac{f(x)}{g(x)}=0$$
  3. $f(x)$ and $g(x)$ grow at the same rate as $x\to\infty$ if $$\lim_{x\to\infty}\frac{f(x)}{g(x)}=L\ne0$$
    where $L$ is some finite number.​
[/box]

In order to compute the limits involved we often use L'Hôpital’s Rule. :D
 
well that was very helpfull
but what determines what is f(x) and g(x)
what will these functions be compared to?
 
karush said:
well that was very helpfull
but what determines what is f(x) and g(x)
what will these functions be compared to?

You determine which are to be $f$ and $g$...for example, if we compare the 2nd and 3rd options we could let:

$$f(x)=e^x$$

$$g(x)=e^{x-4}$$

And we find:

$$\frac{f(x)}{g(x)}=\frac{e^x}{e^{x-4}}=e^4$$

Hence:

$$\lim_{x\to\infty}\frac{f(x)}{g(x)}=e^4$$

So, we conclude that $f$ and $g$ grow at the same rate as $x\to\infty$. We would come to the same conclusion if we reversed the definitions of $f$ and $g$, as we would for functions who don't grow at the same rate as well. :D
 
$\displaystyle
\lim_{{x}\to{\infty}}\frac{4x^{10}}{e^x}=0$
so this means $e^{x}$ is faster i presume..
however this is a calculator answer i wouldn't know how to evaluate it

also
$\displaystyle
\lim_{{x}\to{\infty}}\frac{e^{x-4}}{xe^x}=\textit{undef}$

so then ?
 
Last edited:
karush said:
$\displaystyle
\lim_{{x}\to{\infty}}\frac{4x^{10}}{e^x}=0$
so this means $e^{x}$ is faster i presume..
however this is a calculator answer i wouldn't know how to evaluate it

Try repeated applications of L'Hopital's rule, until the $x$ in the numerator vanishes.

karush said:
also
$\displaystyle
\lim_{{x}\to{\infty}}\frac{e^{x-4}}{xe^x}=\textit{undef}$

so then ?

This limit is actually $0$.
 
karush said:
$\displaystyle
\lim_{{x}\to{\infty}}\frac{4x^{10}}{e^x}=0$
so this means $e^{x}$ is faster i presume..
however this is a calculator answer i wouldn't know how to evaluate it

also
$\displaystyle \lim_{{x}\to{\infty}}\frac{e^{x-4}}{xe^x}=\textit{undef}$

so then ?

[math]\frac{e^{x-4}}{xe^x}= \frac{e^xe^{-4}}{xe^x}= \frac{e^{-4}}{x}[/math]

That is a constant over x so, as x goes to infinity, the numerator stays constant while the denominator increases without bound, so the limit is 0.
 

Similar threads

  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
7
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K