Extreme Value Theorem (College Board AP® Calculus AB)

Study Guide

Roger B

Written by: Roger B

Reviewed by: Dan Finlay

Extreme value theorem

What is the extreme value theorem?

  • The extreme value theorem states that:

    • If a function f is continuous over the open interval open parentheses a comma space b close parentheses

      • then f has at least one minimum value and at least one maximum value on the closed interval open square brackets a comma space b close square brackets

  • This tells us that a continuous function

    • will always have a minimum and a maximum value on a closed interval

      • but that those values might occur at the endpoints of the interval

    • If a minimum or maximum value does not occur at an endpoint

      • then it will be a local minimum or local maximum within the open interval

        • In this case if the function is differentiable on open parentheses a comma space b close parentheses

        • then the derivative of the function will be zero at that point

Examiner Tips and Tricks

When using the extreme value theorem on the exam:

  • Be sure to justify that the theorem is valid

    • I.e. that the function is continuous on open parentheses a comma space b close parentheses

  • Remember that if a function is differentiable on an interval

    • then it is also continuous on that interval

Worked Example

A social sciences researcher is using a function m to model the total mass of all the garden gnomes appearing on lawns in a particular neighborhood at time t. The function m is twice-differentiable, with m open parentheses t close parentheses measured in kilograms and t measured in days.

The table below gives selected values of m open parentheses t close parentheses over the time interval 0 less or equal than t less or equal than 12.

t

(days)

0

3

7

10

12

m open parentheses t close parentheses

(kilograms)

24.9

36.0

70.3

89.7

89.1

Justify why there must be at least one time, t, for 7 less or equal than t less or equal than 12, at which m to the power of apostrophe open parentheses t close parentheses, the rate of change of the mass, equals 0 kilograms per day.

Answer:

You need to prove that the derivative has a particular value at an unspecified point

At first this might seem like a job for the mean value theorem

But there are no two points in the table between which the average rate of change is zero

Instead, the stated result may be proved by using the extreme value theorem

Start by showing that m is continuous; then the extreme value theorem will be valid

Remember that differentiability implies continuity

m differentiable rightwards double arrow space m continuous on open square brackets 7 comma space 12 close square brackets

The extreme value theorem says that m will have a maximum value on open square brackets 7 comma space 12 close square brackets

Show that the maximum value does not occur at either of the endpoints of the interval

m open parentheses 7 close parentheses equals 70.3 less than 89.7 equals m open parentheses 10 close parentheses

and

m open parentheses 10 close parentheses equals 89.7 greater than 89.1 equals m open parentheses 12 close parentheses

Because m is differentiable on open parentheses 7 comma space 12 close parentheses, this means the maximum is a local maximum point somewhere in that open interval, at which point m to the power of apostrophe is equal to zero

m open parentheses t close parentheses is twice-differentiable, which means m open parentheses t close parentheses is differentiable, which means m open parentheses t close parentheses is continuous on open square brackets 7 comma space 12 close square brackets

By the extreme value theorem, m has a maximum on open square brackets 7 comma space 12 close square brackets

That maximum does not occur at m open parentheses 7 close parentheses or m open parentheses 12 close parentheses, therefore m has a maximum on the interval open parentheses 7 comma space 12 close parentheses

Because m is differentiable, m to the power of apostrophe open parentheses t close parentheses must equal 0 at this maximum

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Roger B

Author: Roger B

Expertise: Maths

Roger's teaching experience stretches all the way back to 1992, and in that time he has taught students at all levels between Year 7 and university undergraduate. Having conducted and published postgraduate research into the mathematical theory behind quantum computing, he is more than confident in dealing with mathematics at any level the exam boards might throw at you.

Dan Finlay

Author: Dan Finlay

Expertise: Maths Lead

Dan graduated from the University of Oxford with a First class degree in mathematics. As well as teaching maths for over 8 years, Dan has marked a range of exams for Edexcel, tutored students and taught A Level Accounting. Dan has a keen interest in statistics and probability and their real-life applications.