Modelling with Differentiation (Cambridge (CIE) O Level Additional Maths): Revision Note

Exam code: 4037

Amber

Written by: Amber

Reviewed by: Dan Finlay

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Modelling with differentiation

How is differentiation used in modelling questions?

  • Derivatives can be calculated for any variables – not just y and x

  • The derivative is a formula giving the rate of change of one variable with respect to the other variable

    • For example if A=4πr2 then dAdr=8πr

    • dAdr is the rate of change of A with respect to r

  • The phrase 'increasing at a rate of' means the rate of change of one variable with respect to time

    • d  dt

  • Differentiation can be used to find maximum and minimum points of a function 

    • In modelling, this is called optimisation

    • Second derivative tests help to determine is the point is a maximum or minimum

Examiner Tips and Tricks

  • Read the question carefully to determine which variables you will need to use

    • The question may give you a formula to help you 

Worked Example

The volume, V, of a sphere of radius r is given by V = 43πr3.

Find the rate of change of the volume with respect to the radius.

 

Differentiate the formula given for the volume of a sphere. 

dVdr=3×43π×r2

dVdr=4πr2

Optimisation

What is optimisation?

  • In general, optimisation is finding the best way to do something

  • In mathematics, optimisation is finding the maximum or minimum output of a function

    • For example, finding the maximum possible profit or minimum costs

  • Differentiation can be used to solve optimisation problems in modelling questions

    • For example you may want to

      • Maximise the volume of a container

      • Minimise the amount of fuel used

Example of using differentiation to maximise a function

Examiner Tips and Tricks

  • Exam questions on this topic will often be divided into two parts:

    • First a 'Show that...' part where you derive a given formula from the information in the question

    • And then a 'Find...' part where you use differentiation to answer a question about the formula

  • Even if you can't answer the first part you can still use the formula to answer the second part

Worked Example

A cuboid has length 4x cm, width x cm, and height (3x5) cm.

(a) Show that the volume, V cm3 is given by V=12x20x2.
 
The volume of a cuboid is "V=length×width×height"

V=4x×x×(3x5)

Expand and simplify

V=4x2(3x5)V=12x2x20x2

V=12x20x2  

(b) Find the maximum volume of the cuboid.   Differentiate V with respect to x

dVdx=1240x

At the maximum volume, dVdx=0

1240x=0

Solve for x

40x=12x=1240=0.3

So the value of x, at the maximum volume is 0.3 Find the maximum volume by substituting x = 0.3 in to the formula for V

V=12(0.3)20(0.3)2=1.8

The maximum volume of the cuboid is 1.8 cm3  

(c) Prove that your answer is a maximum value.  

Using the second derivative is usually the easiest way to find the nature of a stationary point 

d2ydx2=40  (<0)

The value of the second derivative (at x=0.3) is negative

Therefore V = 1.8 cm3 is a maximum volume

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Amber

Author: Amber

Expertise: Maths Content Creator

Amber gained a first class degree in Mathematics & Meteorology from the University of Reading before training to become a teacher. She is passionate about teaching, having spent 8 years teaching GCSE and A Level Mathematics both in the UK and internationally. Amber loves creating bright and informative resources to help students reach their potential.

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.