Natural Logarithmic Models (DP IB Applications & Interpretation (AI)): Revision Note

Dan Finlay

Written by: Dan Finlay

Reviewed by: Lucy Kirkham

Updated on

Logarithmic functions & graphs

What are the key features of logarithmic graphs?

  • A logarithmic function is of the form space f left parenthesis x right parenthesis equals a plus b space ln space x comma space x greater than 0

Examiner Tips and Tricks

Remember the natural logarithmic function ln x identical to log subscript straight e open parentheses x close parentheses.

  • The graphs always pass through the point left parenthesis 1 comma space a right parenthesis

  • The graphs do not have a y-intercept

    • The graphs have a vertical asymptote at the y-axis

  • The graphs have one root at open parentheses straight e to the power of negative a over b end exponent comma space 0 close parentheses

    • This can also be found using your GDC

  • The graphs do not have any minimum or maximum points

  • The graphs are monotonic

    • The value of b determines whether the graph is increasing or decreasing

      • If b is positive then the graph is increasing

      • If b is negative then the graph is decreasing

Two graphs of y = a + b ln x; the red curve shows b>0, increasing; the blue curve shows b<0, decreasing; each on separate axes.
Examples of logarithm graphs and their key features

Natural logarithmic models

What are the parameters of natural logarithmic models?

  • A natural logarithmic model is of the form space f left parenthesis x right parenthesis equals a plus b space ln x

  • The value of a represents the value of the function whenspace x equals 1

  • The value of b determines the rate of change of the function

    • A bigger absolute value of b leads to a faster rate of change

What can be modelled as a natural logarithmic model?

  • A natural logarithmic model can be used when the variable increases rapidly for a period followed by a much slower rate of increase with no limiting value

    • M(I) is the magnitude of an earthquake with an intensity of I

    • d(I) is the decibels measured of a noise with an intensity of I

What are possible limitations a natural logarithmic model?

  • A natural logarithmic graph is unbounded

    • In real-life this might not be the case

      • The variable might have a limit

  • The rate of change varies rapidly initially

    • In real-life it might change slowly and then speed up

Worked Example

The sound intensity level, L, in decibels (dB) can be modelled by the function

L left parenthesis I right parenthesis equals a plus 8 ln I,

where I is the sound intensity, in watts per square metre (Wm-2).

a) Given that a sound intensity of 1 Wm-2 produces a sound intensity level of 110 dB, write down the value of a.

2-6-2-ib-ai-hl-natural-log-model-a-we-solution

b) Find the sound intensity, in Wm-2, of a car alarm that has a sound intensity level of 105 dB.

2-6-2-ib-ai-hl-natural-log-model-b-we-solution

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Dan Finlay

Author: Dan Finlay

Expertise: Maths Subject 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.

Lucy Kirkham

Reviewer: Lucy Kirkham

Expertise: Head of Content Creation

Lucy has been a passionate Maths teacher for over 12 years, teaching maths across the UK and abroad helping to engage, interest and develop confidence in the subject at all levels.Working as a Head of Department and then Director of Maths, Lucy has advised schools and academy trusts in both Scotland and the East Midlands, where her role was to support and coach teachers to improve Maths teaching for all.