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Mathematical Expression Editor
We examine a fact about continuous functions.
(a)
A function \(f\) has a global maximum at \(x=a\), if \(f(a)\ge f(x)\) for every \(x\) in the domain of
the function.
(b)
A function \(f\) has a global minimum at \(x=a\), if \(f(a)\le f(x)\) for every \(x\) in the domain of
the function.
A global extremum is either a global maximum or a global minimum.
Let \(f\) be the function given by the graph below.
Find the \(x\)-coordinate of the point corresponding to where the function \(f\) has a global
maximum.
\[ x= \answer [given]{2} \]
Observe that \(f(2)\ge f(x)\) for all \(x\) in the domain of \(f\). Notice that the function \(f\) has also a local
maximum at \(x=2\).
Find the \(x\)-coordinate of the point where the function \(f\) has a global minimum.
\[ x= \answer [given]{5} \]
Observe that \(f(5)\le f(x)\) for all \(x\) in the domain of \(f\). Notice that the function \(f\) does not have a
local minimum at \(x=5\). Recall, a function cannot not have a local extremum at a
boundary point.
Find the \(x\)-coordinate(s) of the point(s) where the function \(f\)
has a local minimum.
\[ x= \answer [given]{1} \]
Observe that \(f(1)\le f(x)\) for all \(x\) in the interval, say, \((0,2)\). But it
is not true that \(f(1)\le f(x)\) for all \(x\) in the domain of \(f\). For example, \(f(4.5)<f(1)\).
Does every
function attain a global extremum on its domain? Select the correct answer.
All functions must attain both global minimum and global maximum on their
domain. All functions attain a global minimum on their domain. All functions
attain a global maximum on their domain. Some functions have no global
extremums on their domain.
Check the following graph.
Notice, the function is not continuous at \(x=1\), and, therefore, \(f\) is not continuous on
its domain, \((-1,5)\). Does the function given by the graph above attain a global extremum on its domain?
Select the correct answer.
The function attains both global minimum and global maximum on its domain. The function attains a global minimum, but has no global maximum on its domain. The function attains a global maximum, but has no global minimum on its domain. The function has no global extremum on its domain.
Check the graph below.
Notice, the
function is continuous on its domain \((-1,5)\). Does the function given by the graph
above attain a global extremum on its domain? Select the correct answer.
The function attains both global minimum and global maximum on its domain.
The function attains a global minimum, but has no global maximum on its domain. The function attains a global maximum, but has no global minimum on its domain. The function has no global extremum on its domain.
Check the following graph.
Notice, the function is
continuous on a closed interval\([-1,5]\). Does the function given by the graph
above attain a global extremum on its domain? Select the correct answer.
The function attains both global minimum and global maximum on its domain. The function attains a global minimum, but has no global maximum on
its domain. The function attains a global maximum, but has no global
minimum on its domain. The function has no global extremum on its domain.
Find the x-coordinate(s) of the point(s) corresponding to where the function \(f\) has a
global minimum.
Find the x-coordinate(s) of the point(s) corresponding to where
the function \(f\) has a global maximum.
\[ x= \answer [given]{5} \]
Sometimes it is important to know whether a
function attains a global extremum on its domain. The following theorem, which
comes as no surprise after the previous three examples, gives a simple answer to that
question.
Extreme Value Theorem If \(f\) is continuous on the closed interval \([a,b]\), then there
are numbers \(c\) and \(d\) in \([a,b]\), such that \(f(c)\) is a global maximum of \(f\) and \(f(d)\) is a global minimum
of \(f\) on \([a, b]\).
Below, we see a geometric interpretation of this theorem.
Would this
theorem hold if we were working on an open interval?
yes no
Consider \(\tan (\theta )\) for \(-\pi /2 < \theta < \pi /2\).
Does this function achieve its maximum or minimum?
Would this theorem hold if we were working on a closed interval \([a,b]\), but a function is
not continuous on \([a,b]\)?
yes no
Consider a function \(f\) on a closed interval \([-1,1]\), defined
by \(f(x)=\frac {1}{x}\) for \(x\neq 0\) and \(f(0)=0\) . Does this function achieve its maximum or minimum?
Assume that
a function \(f\) is continuous on a closed interval \([a,b]\). By the Extreme Value Theorem, \(f\)
attains both global extremums on the interval \([a,b]\). How can we locate these global
extrema? We have seen that they can occur at the end points or in the open
interval \((a,b)\). If a global extremum occurs at a number \(x\) in the open interval \((a,b)\), then \(f\)
has a local extremum at \(x\). That means that \(f\) has a critical number at \(x\). So,
the global extrema of a function \(f\) occur either at the end points, \(a\) or \(b\), or at
critical numbers. If we want to locate the global extrema, we have to evaluate
the function at the end points and at critical numbers, and compare the
values.
Let \(f(x)=x^2e^{-x}\), for \( -2\le x\le 1\).
(a)
Does the function \(f\) satisfy the conditions of the Extreme Value Theorem
on its domain?
Yes, because \(f\) is continuous on \((-2,1)\).Yes, because \(f\) is
continuous on \([-2,1]\).No, because \(f\) is not continuous on \([-2,1]\).No, because \(f\) is not
differentiable on \((-2,1)\).
Now we know that the Extreme Value Theorem
guarantees that the function \(f\) attains both global extremums on its
domain!
(b)
Locate the global extremums of \(f\) on the closed interval \([-2,1]\).
The global extremums occur at the end points or at critical points.
Let’s find the critical points of \(f\). First, compute the derivative of \(f\).
\[ f'(x)= xe^{-x}(\answer [given]{2-x}) \]
In order to
find the critical points of \(f\), we have to solve the equation
\[ f'(x)= \answer [given]{0}. \]
It follows that the
function \(f\) has only one critical point \(\left (c,f(c)\right )\). Find \(c\).
\[ c= \answer [given]{0} \]
In order to locate the global
extremums of \(f\), we have to evaluate \(f\) at the end points and at the critical point.
\[ f(-2)= \answer [given]{4e^{2}} \]
\[ f(c)= \answer [given]{0} \]
\[ f(1)= \answer [given]{e^{-1}} \]
Order the three values, \(f(-2)\), \(f(c)\), and \(f(1)\), from smallest to largest. You should replace \(c\)
with its value, when you write \(f(c)\) in your answer below.