Exponentials and Logarithms
x

Revision notes for Edexcel AS Level Maths Exponentials and Logarithms. Open each subtopic for explanations, worked examples, and summaries of 14.1 Exponential Functions, 14.2 y = e^x, 14.3 Exponential Modelling, 14.4 Logarithms, 14.5 Laws of Logarithms, 14.6 Solving Equations using Logarithms, 14.7 Working with Natural Logarithms, and 14.8 Logarithms and Non-Linear Data. Written against the Edexcel AS Level Maths (8MA0) specification, so the content matches what's examinable rather than general Maths background.

Exponentials and Logarithms

What you'll learn

  • How logarithms “undo” powers, just like square roots undo squares.
  • How to use log laws to simplify expressions and solve equations.
  • How to work with exe^xex and ln⁡x\ln xlnx in growth, decay and cooling models.
  • How to find ranges, intercepts and tangents for exponential graphs.

1. Powers first: exponential functions

Before logs, you need to be confident with indices. For example, 252^525 means 2 multiplied by itself 5 times. The number being repeatedly multiplied is called the base.

Definition

Exponential function

An exponential function is a function where the variable appears in the power, such as y=3xy=3^xy=3x or y=exy=e^xy=ex. For AS Maths, the base is positive and not equal to 1.

If both sides of an equation can be written with the same base, you can equate the powers.

Example

Solving when the bases match

Solve 2x+1=642^{x+1}=642x+1=64.

  1. Rewrite 64 as a power of 2:

    64=2664=2^664=26
  2. Equate the powers because the bases are the same:

    x+1=6x+1=6x+1=6
  3. Solve for xxx:

    x=5x=5x=5

2. Logarithms undo exponentials

Most exponential equations do not have matching bases. That is when logarithms are needed.

Definition

Logarithm

log⁡ab\log_a bloga​b means “the power you put on aaa to get bbb”. So log⁡ab=c\log_a b=cloga​b=c is equivalent to ac=ba^c=bac=b. The number aaa is the base of the logarithm.

Logarithmic form and exponential form contain the same base, power and result arranged differently.

The most common logarithm in AS Pure is the natural logarithm, written ln⁡x\ln xlnx. It means log⁡ex\log_e xloge​x, where eee is the constant approximately 2.718.

The graphs of y=exy=e^xy=ex and y=ln⁡xy=\ln xy=lnx are inverses: they reflect in the line y=xy=xy=x.

The graphs of y=e^x and y=\ln x are mirror images in the line y=x, showing that the functions are inverses.

Graphs of y equals e to the x and y equals natural log x showing inverse relationship

Key Idea

Logs reverse powers

If ax=ba^x=bax=b, then x=log⁡abx=\log_a bx=loga​b. On your calculator, it is usually easiest to use natural logs: x=ln⁡bln⁡ax=\frac{\ln b}{\ln a}x=lnalnb​.

Example

Solving 5x=18

Solve 5x=185^x=185x=18, giving your answer to 3 significant figures.

  1. Take natural logs of both sides:

    ln⁡(5x)=ln⁡18\ln(5^x)=\ln 18ln(5x)=ln18
  2. Use the power law of logs to bring xxx down:

    xln⁡5=ln⁡18x\ln 5=\ln 18xln5=ln18
  3. Divide by ln⁡5\ln 5ln5:

    x=ln⁡18ln⁡5x=\frac{\ln 18}{\ln 5}x=ln5ln18​
  4. Evaluate and round:

    x≈1.80x\approx 1.80x≈1.80
Common Mistake

Dividing inside the log

From 5x=185^x=185x=18, do not write x=ln⁡(18÷5)x=\ln(18\div 5)x=ln(18÷5). The correct method is x=ln⁡18ln⁡5x=\frac{\ln 18}{\ln 5}x=ln5ln18​.

3. The log laws

Log laws let you combine or split logarithms. They are especially useful when solving equations.

The three log laws match multiplication, division and powers inside a logarithm to addition, subtraction and multiplication outside.

Definition

Log laws

For M>0M>0M>0, N>0N>0N>0, a>0a>0a>0 and a≠1a\neq 1a=1:

log⁡a(MN)=log⁡aM+log⁡aNlog⁡a(MN)=log⁡aM−log⁡aNlog⁡a(Mp)=plog⁡aM\begin{aligned} \log_a(MN)&=\log_a M+\log_a N\\ \log_a\left(\frac{M}{N}\right)&=\log_a M-\log_a N\\ \log_a(M^p)&=p\log_a M \end{aligned}loga​(MN)loga​(NM​)loga​(Mp)​=loga​M+loga​N=loga​M−loga​N=ploga​M​
Example

Writing as a single logarithm

Express 2log⁡a(x+3)−log⁡a72\log_a(x+3)-\log_a 72loga​(x+3)−loga​7 as a single logarithm.

  1. Use the power law on the first term:

    2log⁡a(x+3)=log⁡a((x+3)2)2\log_a(x+3)=\log_a\left((x+3)^2\right)2loga​(x+3)=loga​((x+3)2)
  2. Use the subtraction law:

    log⁡a((x+3)2)−log⁡a7=log⁡a((x+3)27)\log_a\left((x+3)^2\right)-\log_a 7=\log_a\left(\frac{(x+3)^2}{7}\right)loga​((x+3)2)−loga​7=loga​(7(x+3)2​)
  3. State the restriction from the log input:

    x>−3x>-3x>−3
Example

Solving a log equation

Solve 2log⁡2x−log⁡25=32\log_2 x-\log_2 5=32log2​x−log2​5=3.

  1. Use the power law:

    2log⁡2x=log⁡2(x2)2\log_2 x=\log_2(x^2)2log2​x=log2​(x2)
  2. Combine into one logarithm:

    log⁡2(x25)=3\log_2\left(\frac{x^2}{5}\right)=3log2​(5x2​)=3
  3. Convert from log form to exponential form:

    x25=23\frac{x^2}{5}=2^35x2​=23
  4. Solve, remembering x>0x>0x>0 because log⁡2x\log_2 xlog2​x is only defined for positive xxx:

    x=210x=2\sqrt{10}x=210​
Common Mistake

Logs do not split over addition

log⁡a(M+N)\log_a(M+N)loga​(M+N) is not the same as log⁡aM+log⁡aN\log_a M+\log_a Nloga​M+loga​N. Log laws work with multiplication, division and powers, not addition inside the log.

Sometimes you are told y=log⁡2xy=\log_2 xy=log2​x and asked to rewrite related expressions.

Example

Using y=log2​x

Given y=log⁡2xy=\log_2 xy=log2​x, write these in terms of yyy: log⁡2(x2)\log_2(x^2)log2​(x2), log⁡2(8x)\log_2(8x)log2​(8x) and log⁡4x\log_4 xlog4​x.

  1. Use the power law:

    log⁡2(x2)=2log⁡2x=2y\log_2(x^2)=2\log_2 x=2ylog2​(x2)=2log2​x=2y
  2. Write 8 as 232^323, then use the multiplication law:

    log⁡2(8x)=log⁡28+log⁡2x=3+y\log_2(8x)=\log_2 8+\log_2 x=3+ylog2​(8x)=log2​8+log2​x=3+y
  3. For base 4, remember 4=224=2^24=22:

    log⁡4x=log⁡2xlog⁡24=y2\log_4 x=\frac{\log_2 x}{\log_2 4}=\frac{y}{2}log4​x=log2​4log2​x​=2y​

4. Solving equations involving ln⁡x\ln xlnx

The argument of a logarithm is the expression inside it. For ln⁡(3x−2)\ln(3x-2)ln(3x−2), the argument is 3x−23x-23x−2. The argument must be positive.

For \ln(3x-2) the input must satisfy 3x-2>0, so the logarithm is only defined to the right of x=\frac23.

Common Mistake

Log inputs must be positive

You can only take ln⁡\lnln or log⁡\loglog of a positive number. Always check the argument, especially when a solution has come from squaring or from a quadratic.

Example

Solving a natural log equation

Solve ln⁡(3x−2)=1\ln(3x-2)=1ln(3x−2)=1.

  1. Exponentiate both sides to undo ln⁡\lnln:

    3x−2=e13x-2=e^13x−2=e1
  2. Rearrange:

    x=e+23x=\frac{e+2}{3}x=3e+2​
  3. Check the argument is positive:

    3x−2=e>03x-2=e>03x−2=e>0

You can also use logs to solve simultaneous equations by substituting one expression into the other.

Example

A simultaneous equation with e and ln

Solve to 2 decimal places:

e2y=x+2,ln⁡(x−1)=2y−1e^{2y}=x+2,\qquad \ln(x-1)=2y-1e2y=x+2,ln(x−1)=2y−1
  1. Take logs of the first equation:

    2y=ln⁡(x+2)2y=\ln(x+2)2y=ln(x+2)
  2. Substitute into the second equation:

    ln⁡(x−1)=ln⁡(x+2)−1\ln(x-1)=\ln(x+2)-1ln(x−1)=ln(x+2)−1
  3. Combine the logarithms:

    ln⁡(x−1x+2)=−1\ln\left(\frac{x-1}{x+2}\right)=-1ln(x+2x−1​)=−1
  4. Exponentiate and solve for xxx:

    x−1x+2=e−1\frac{x-1}{x+2}=e^{-1}x+2x−1​=e−1
  5. Rearranging gives:

    x=e+2e−1≈2.75x=\frac{e+2}{e-1}\approx 2.75x=e−1e+2​≈2.75
  6. Substitute into 2y=ln⁡(x+2)2y=\ln(x+2)2y=ln(x+2):

    y≈0.78y\approx 0.78y≈0.78

5. Equations that become quadratics

Some equations contain both eye^yey and e−ye^{-y}e−y. Since e−y=1eye^{-y}=\frac{1}{e^y}e−y=ey1​, a substitution often turns the equation into a quadratic.

The substitution u=e^y changes terms involving e^y and e^{-y} into algebraic terms in u.

Example

Using the substitution u=ey

Solve exactly:

3ey+10e−y=113e^y+10e^{-y}=113ey+10e−y=11
  1. Let u=eyu=e^yu=ey, so e−y=1ue^{-y}=\frac{1}{u}e−y=u1​ and u>0u>0u>0.

  2. Substitute and multiply by uuu:

    3u+10u=113u+\frac{10}{u}=113u+u10​=11
  3. Rearrange into a quadratic:

    3u2−11u+10=03u^2-11u+10=03u2−11u+10=0
  4. Factorise:

    (3u−5)(u−2)=0(3u-5)(u-2)=0(3u−5)(u−2)=0
  5. Convert back to yyy:

    y=ln⁡(53)ory=ln⁡2y=\ln\left(\frac{5}{3}\right)\quad \text{or}\quad y=\ln 2y=ln(35​)ory=ln2

6. Exponential models and rates of change

Exponential models often look like P=AektP=Ae^{kt}P=Aekt. Here, AAA is the initial amount and kkk controls the rate of growth or decay.

In P=Ae^{kt}, the sign of k determines whether the model grows or decays from the initial value A.

If k>0k>0k>0, the model grows. If the exponent is negative, such as Ae−ktAe^{-kt}Ae−kt, the model decays.

Key Idea

Derivative of an exponential model

If P=AektP=Ae^{kt}P=Aekt, then dPdt=kAekt\frac{dP}{dt}=kAe^{kt}dtdP​=kAekt. The rate of change is proportional to the current amount.

Example

A growth model

A plant population is modelled by P=60e0.07tP=60e^{0.07t}P=60e0.07t, where ttt is measured in weeks.

  1. Find the initial population by putting t=0t=0t=0:

    P(0)=60e0=60P(0)=60e^0=60P(0)=60e0=60
  2. Differentiate to find the rate of increase:

    dPdt=60⋅0.07e0.07t=4.2e0.07t\frac{dP}{dt}=60\cdot 0.07e^{0.07t}=4.2e^{0.07t}dtdP​=60⋅0.07e0.07t=4.2e0.07t
  3. At 10 weeks, the rate is:

    4.2e0.7≈8.464.2e^{0.7}\approx 8.464.2e0.7≈8.46
  4. To find when the population exceeds 300, solve the inequality:

    60e0.07t>30060e^{0.07t}>30060e0.07t>300
  5. Take logs and solve:

    t>ln⁡50.07≈22.99t>\frac{\ln 5}{0.07}\approx 22.99t>0.07ln5​≈22.99
Tip

Interpreting model answers

If time is continuous, “22.99 weeks” is fine to 2 decimal places. If the question asks for a whole number of weeks, round up to 23 weeks because the population must exceed the target.

For cooling or radioactive decay, you are often given one data point to find the constant kkk.

Example

Finding a decay constant

A temperature model is T=70e−kt+18T=70e^{-kt}+18T=70e−kt+18. After 4 minutes, T=55T=55T=55. Find kkk and then find when T=40T=40T=40.

The cooling model decreases towards the ambient temperature asymptote T=18, with the given and target temperatures marked.

  1. Substitute t=4t=4t=4 and T=55T=55T=55:

    55=70e−4k+1855=70e^{-4k}+1855=70e−4k+18
  2. Rearrange:

    e−4k=3770e^{-4k}=\frac{37}{70}e−4k=7037​
  3. Take logs:

    k=−14ln⁡(3770)≈0.159k=-\frac{1}{4}\ln\left(\frac{37}{70}\right)\approx 0.159k=−41​ln(7037​)≈0.159
  4. Now set T=40T=40T=40:

    40=70e−kt+1840=70e^{-kt}+1840=70e−kt+18
  5. Solve for ttt:

    t=−ln⁡(1135)k≈7.27t=-\frac{\ln\left(\frac{11}{35}\right)}{k}\approx 7.27t=−kln(3511​)​≈7.27

7. Exponential graphs, range, intercepts and tangents

The graph of y=ex+2−4y=e^{x+2}-4y=ex+2−4 is the graph of y=exy=e^xy=ex shifted left 2 and down 4. It has a horizontal asymptote at y=−4y=-4y=−4.

The transformed exponential graph has horizontal asymptote y=-4, intercepts, and a tangent at the y-intercept.

Graph of y equals e to the x plus 2 minus 4 showing asymptote, intercepts and tangent

Definition

Range and asymptote

The range is the set of possible output values of a function. A horizontal asymptote is a horizontal line that the curve approaches but never reaches.

Example

Range, intercepts and tangent

Let f(x)=ex+2−4f(x)=e^{x+2}-4f(x)=ex+2−4.

  1. Since ex+2>0e^{x+2}>0ex+2>0, the function is always greater than -4:

    f(x)>−4f(x)>-4f(x)>−4
  2. The range is:

    y>−4y>-4y>−4
  3. Find the y-intercept by putting x=0x=0x=0:

    A=(0,e2−4)A=(0,e^2-4)A=(0,e2−4)
  4. Find the x-intercept by putting f(x)=0f(x)=0f(x)=0:

    ex+2=4e^{x+2}=4ex+2=4
  5. Take logs:

    B=(ln⁡4−2,0)B=(\ln 4-2,0)B=(ln4−2,0)
  6. Differentiate:

    f′(x)=ex+2f'(x)=e^{x+2}f′(x)=ex+2
  7. At AAA, the gradient is e2e^2e2, so the tangent is:

    y−(e2−4)=e2xy-(e^2-4)=e^2xy−(e2−4)=e2x
Exam technique

In the exam

  1. Check whether bases match before reaching for logs.
  2. When solving log equations, combine logs into a single logarithm before converting to exponential form.
  3. In modelling questions, identify the initial value, differentiate for rate questions, and use logs to solve for time.
Self review

Check yourself

  • Can you explain why exe^xex is always positive?
  • Can you solve an equation containing both eye^yey and e−ye^{-y}e−y using a substitution?
  • Can you state the range of y=e3x−5y=e^{3x}-5y=e3x−5 without sketching the graph?

Recap questions

Test yourself with 5 quick questions on this guide. Answer them all correctly to complete it.

You've reached the end

Test yourself on this topic, or move on to the next guide.

Practice questionsTake a quick quiz on this topicFlashcardsSelf-test with active recall
2.2 Completing the SquareUp next

How was this guide?

Exponentials and Logarithms Revision Guide

  1. AS Level
  2. /Maths
  3. /Exponentials and Logarithms