Candidates Test for Global Extrema (College Board AP® Calculus AB): Revision Note

Jamie Wood

Written by: Jamie Wood

Reviewed by: Dan Finlay

Updated on

Candidates test

What is the candidates test for global extrema?

  • For a continuous function on a closed interval, the extreme value theorem guarantees

    • that there will be at least one global maximum and one global minimum

  • The global extrema (minimum or maximum) of a continuous function on a closed interval can only occur at:

    • critical points

    • or at endpoints

  • This fact can be used to find global extrema using the following steps:

  • First check that f(x) is continuous on the interval [a, b]

  • Then find the critical points of f(x) on the interval (a,b)

  • Find the value of f(x) at:

    • The critical points

    • The endpoints x=a and x=b

  • Out of these values,

    • the largest value of f(x) is the global maximum

    • the smallest value of f(x) is the global minimum

  • This process is known as the candidates test

    • The candidates for the global extrema are the critical points, and the endpoints

Examiner Tips and Tricks

Sketching a graph (or plotting on your calculator) is usually helpful. You may be able to spot immediately if an extremum will be at an endpoint or a critical point.

A common mistake is to find critical points and assume they are global extrema. Even if the function is a quadratic, the critical point may not be the global extremum if the domain has been limited.

Worked Example

Use the candidates test to find the coordinates of the global minimum and global maximum on the graph of the function f defined by:

f(x)=x3+2x2+4x8 3x3

Answer:

Check that f(x) is continuous on the interval

f(x) is continuous on [-3, 3] as it is a polynomial
(a cubic) defined for all values in the interval

Find the critical points of f(x) on the interval, where f'(x)=0

f'(x)=3x2+4x+4

3x2+4x+4=0

x=2 and x=23

Find the values of f(x) at the critical points

f(2)=0

f(23)=25627=9.481481...

Find the values of f(x) at the endpoints of the interval, in this case -3 and 3

f(3)=25

f(3)=5

Check the values of f(x) at the critical points and the endpoints to find the largest and smallest; these will be the global maximum and minimum respectively

The largest is 25, which occurs at an end point

The smallest is 25627 which is -9.481481..., which occurs at a critical point

 f is continuous on [3, 3] so the candidates test for global extrema shows that:

the global maximum is 25 and occurs at the endpoint (3, 25)

the global minimum is 25627 and occurs at the critical point (23, 25627)

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Jamie Wood

Author: Jamie Wood

Expertise: Curriculum Expert

Jamie graduated in 2014 from the University of Bristol with a degree in Electronic and Communications Engineering. He has worked as a teacher for 8 years, in secondary schools and in further education; teaching GCSE and A Level. He is passionate about helping students fulfil their potential through easy-to-use resources and high-quality questions and solutions.

Dan Finlay

Reviewer: Dan Finlay

Expertise: Portfolio 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.