Notes/Mathematics/Paper 3/Logarithmic and Exponential Functions
CAIEA Level9709§3.2

Logarithmic and Exponential Functions

Laws of logarithms, eˣ and ln x, equations with the unknown in the index, and turning a curved law into a straight line.

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In Paper 1 you used the index laws, such as am×an=am+na^m \times a^n = a^{m+n}, and in the Functions note you met inverse functions and their reflection in the line y=xy = x. A logarithm is the inverse of raising a number to a power, so this note builds directly on both.

We start with what a logarithm means and where its three laws come from, then meet the special pair ex\mathrm{e}^x and ln⁡x\ln x and their graphs. After that you will solve equations and inequalities with the unknown in a power, solve equations with the unknown inside a log (and throw away roots that are not allowed), and turn curved laws such as y=kxny = kx^n into straight lines to find their constants.

Before you start you should be able to
  • Index laws: aman=am+na^m a^n = a^{m+n}, aman=am−n\dfrac{a^m}{a^n} = a^{m-n}, (am)n=amn(a^m)^n = a^{mn}, a−n=1ana^{-n} = \dfrac{1}{a^n}, a0=1a^0 = 1

  • Solve a quadratic by factorising and by the formula (see Quadratics)

  • Inverse functions and their graphs as reflections in y=xy = x (see Functions)

  • Find the gradient and equation of a straight line from two points (see Coordinate Geometry)

  • Remove a modulus sign from an inequality such as ∣x−2∣<0.5|x - 2| < 0.5 (see the "The modulus function" section of Algebra)

By the end of this page you can
  • Convert between ab=ca^b = c and log⁡ac=b\log_a c = b, and explain why the three laws of logarithms hold

  • Use ex\mathrm{e}^x and ln⁡x\ln x as inverse functions to remove one or the other from an equation

  • Sketch y=ekxy = \mathrm{e}^{kx} for positive and negative kk, and simple transformations of exponential and log graphs, with asymptote and intercepts

  • Use a growth or decay model Q=AektQ = A\mathrm{e}^{kt}, including the time to double or halve

  • Use a pair of sketched graphs to show that an equation has exactly one root

  • Solve an equation with the unknown in the power: different bases, same base, or a hidden quadratic in axa^x or ex\mathrm{e}^x

  • Give an exact answer in the form ln⁡aln⁡b\dfrac{\ln a}{\ln b} when asked

  • Solve an inequality with the unknown in the power, reversing the sign when dividing by a negative log

  • Solve an equation or inequality with a modulus around a power

  • Solve an equation with the unknown inside a log, and reject roots that break the domain

  • Rearrange a log relationship to make a named letter the subject

  • Reduce a relationship such as y=kxny = kx^n or y=kaxy = ka^x to linear form, and find the constants from a gradient and an intercept

01

Logarithms and the index laws

Syllabus requirement · §3.2

“

understand the relationship between logarithms and indices, and use the laws of logarithms (excluding change of base).

”

Why we need logarithms

Solve 2x=82^x = 8. You can do it by inspection: 23=82^3 = 8, so x=3x = 3. Now solve 2x=52^x = 5. No whole number works: 22=42^2 = 4 is too small and 23=82^3 = 8 is too big, so xx is somewhere between 22 and 33. We need a name for "the power of 22 that gives 55", and a way to calculate it. That name is a logarithm.

What a logarithm is

A logarithm answers one question: what power do I need?

log⁡ac=bmeans exactly the same asab=c\log_a c = b \quad\text{means exactly the same as}\quad a^b = c
  • aa is the base. It is a positive number other than 11.
  • cc is the number you want to reach.
  • bb, the logarithm, is the power you must raise aa to in order to reach cc.

Read log⁡28=3\log_2 8 = 3 aloud as "log base 22 of 88 is 33". It says the same thing as 23=82^3 = 8. So the answer to 2x=52^x = 5 is simply x=log⁡25x = \log_2 5, and later in this note you will see how to evaluate it on a calculator.

The two forms are the same fact written two ways. Being able to switch between them on sight is the foundation of the whole topic.

Index form

Log form

Read it as

23=82^3 = 8

log⁡28=3\log_2 8 = 3

the power of 22 that gives 88 is 33

10−2=0.0110^{-2} = 0.01

log⁡100.01=−2\log_{10} 0.01 = -2

a log can be negative

91/2=39^{1/2} = 3

log⁡93=12\log_9 3 = \tfrac12

a log can be a fraction

50=15^0 = 1

log⁡51=0\log_5 1 = 0

the log of 11 is always 00

71=77^1 = 7

log⁡77=1\log_7 7 = 1

the log of the base is always 11

The same five facts in both forms. Cover one column and rebuild it from the other.

You cannot take the log of zero or a negative number

With a positive base, aba^b is positive for every power bb: 210=10242^{10} = 1024, 2−10=110242^{-10} = \tfrac{1}{1024}, and no power of 22 is ever 00 or negative. So there is no power that gives −4-4 or 00, and log⁡a(−4)\log_a(-4) and log⁡a0\log_a 0 do not exist.

This matters later: when you solve an equation containing log⁡a(…)\log_a(\ldots), every bracket inside a log must be positive. Any root that makes one zero or negative has to be thrown away.

Evaluating logs by switching to index form

Without a calculator, find (a) log⁡381\log_3 81 (b) log⁡2 ⁣(18)\log_2\!\left(\tfrac18\right) (c) log⁡255\log_{25} 5.

Show full working
  1. 1

    (a) Call the answer bb. By the definition, log⁡381=b\log_3 81 = b means 3b=813^b = 81

    Every one of these starts the same way: name the unknown power, then rewrite the log as an index statement.

  2. 2

    Write 8181 as a power of 33: 81=3×3×3×3=3481 = 3 \times 3 \times 3 \times 3 = 3^4. So 3b=343^b = 3^4, and b=4b = 4.

  3. 3

    (b) log⁡2 ⁣(18)=b\log_2\!\left(\tfrac18\right) = b means 2b=182^b = \tfrac18

  4. 4

    8=238 = 2^3, and a reciprocal is a negative power, so 18=2−3\tfrac18 = 2^{-3}. Hence b=−3b = -3.

    The index law a−n=1ana^{-n} = \dfrac{1}{a^n} is what turns "one over" into a negative log.

  5. 5

    (c) log⁡255=b\log_{25} 5 = b means 25b=525^b = 5

  6. 6

    55 is the square root of 2525, and a square root is the power 12\tfrac12: 251/2=525^{1/2} = 5. Hence b=12b = \tfrac12.

Answer

(a) 44 (b) −3-3 (c) 12\tfrac12

If you cannot see the value of a log, write it as an index equation. The question becomes "what power of the base gives this number?", which you can usually answer.

The three laws
log⁡a(xy)=log⁡ax+log⁡ay\log_a(xy) = \log_a x + \log_a y

Product → sum

log⁡a ⁣(xy)=log⁡ax−log⁡ay\log_a\!\left(\tfrac{x}{y}\right) = \log_a x - \log_a y

Quotient → difference

log⁡a ⁣(x n)=nlog⁡ax\log_a\!\left(x^{\,n}\right) = n\log_a x

Power → multiplier (the one that does the work)

Where the laws come from

Each law is an index law written in log form. Let log⁡ax=m\log_a x = m and log⁡ay=n\log_a y = n. By the definition, that means

x=amandy=anx = a^m \qquad\text{and}\qquad y = a^n

Product law. Multiply xx and yy, and use am×an=am+na^m \times a^n = a^{m+n}:

xy=am×an=am+nxy = a^m \times a^n = a^{m+n}

Written in log form, this says the power of aa that gives xyxy is m+nm + n:

log⁡a(xy)=m+n=log⁡ax+log⁡ay\log_a(xy) = m + n = \log_a x + \log_a y

Quotient law. Divide instead, and use am÷an=am−na^m \div a^n = a^{m-n}:

xy=am−n⟹log⁡a ⁣(xy)=m−n=log⁡ax−log⁡ay\frac{x}{y} = a^{m-n} \quad\Longrightarrow\quad \log_a\!\left(\frac{x}{y}\right) = m - n = \log_a x - \log_a y

Power law. Raise xx to the power kk, and use (am)k=amk(a^m)^k = a^{mk}:

xk=(am)k=akm⟹log⁡a ⁣(xk)=km=klog⁡axx^k = \left(a^m\right)^k = a^{km} \quad\Longrightarrow\quad \log_a\!\left(x^k\right) = km = k\log_a x

So you never need to memorise the log laws separately. If one ever looks doubtful, translate it back into indices and check.

The last two rows of the table above are also index laws: a0=1a^0 = 1 gives log⁡a1=0\log_a 1 = 0, and a1=aa^1 = a gives log⁡aa=1\log_a a = 1.

Base e, base 10, base anything

Your calculator has two log buttons. log⁡\log is base 1010, written log⁡10\log_{10}. ln⁡\ln is base e\mathrm{e}, where e≈2.718\mathrm{e} \approx 2.718 is a special number explained in the next section. So ln⁡x\ln x means log⁡ex\log_{\mathrm{e}} x, and from here on most examples use ln⁡\ln.

The laws hold in every base. When you take logs of both sides of an equation you may use ln⁡\ln or log⁡10\log_{10}, as long as you use the same base throughout. Mark schemes say exactly this: "Allow logs to any base but must be consistent throughout."

Changing a log from one base to another is not on the syllabus. When a question is set in log⁡3\log_3 or log⁡4\log_4, work in that base all the way through.

Using the laws in both directions

Combining several logs into one is how you solve log equations. Splitting one log into several (or recombining at the end) is how you reach the exact answers questions ask for.

Adding logs multiplies the insides, subtracting divides them, and a number in front becomes a power:

ln⁡4+ln⁡5=ln⁡20ln⁡20−ln⁡4=ln⁡53ln⁡2=ln⁡23=ln⁡8\ln 4 + \ln 5 = \ln 20 \qquad \ln 20 - \ln 4 = \ln 5 \qquad 3\ln 2 = \ln 2^3 = \ln 8

The number in front always moves first. In 2ln⁡3+ln⁡52\ln 3 + \ln 5 the product law cannot act yet, because it only combines logs that stand alone. First 2ln⁡3=ln⁡32=ln⁡92\ln 3 = \ln 3^2 = \ln 9, and only then ln⁡9+ln⁡5=ln⁡45\ln 9 + \ln 5 = \ln 45. Writing 2ln⁡3+ln⁡5=ln⁡152\ln 3 + \ln 5 = \ln 15 is a very common slip.

Combining logs into a single log

Write 2ln⁡6−ln⁡4−ln⁡32\ln 6 - \ln 4 - \ln 3 as a single logarithm in its simplest form.

Show full working
  1. 1

    Move the number in front inside first, using the power law: 2ln⁡6=ln⁡62=ln⁡362\ln 6 = \ln 6^2 = \ln 36

    The product and quotient laws only combine bare logs. Any multiplier has to become a power before anything else happens.

  2. 2

    The expression is now ln⁡36−ln⁡4−ln⁡3\ln 36 - \ln 4 - \ln 3

  3. 3

    Quotient law on the first two terms: ln⁡36−ln⁡4=ln⁡ ⁣(364)=ln⁡9\ln 36 - \ln 4 = \ln\!\left(\frac{36}{4}\right) = \ln 9

  4. 4

    Quotient law again: ln⁡9−ln⁡3=ln⁡ ⁣(93)=ln⁡3\ln 9 - \ln 3 = \ln\!\left(\frac{9}{3}\right) = \ln 3

    Each minus sign divides by the next inside. Both 4 and 3 end up in the denominator: 36 ÷ (4 × 3) = 3.

Answer

ln⁡3\ln 3

Powers first, then combine. Every term with a minus sign in front ends up in the denominator.

The three that are not laws

These look plausible and are all false:

log⁡(x+y)  ≠  log⁡x+log⁡ylog⁡xlog⁡y  ≠  log⁡ ⁣(xy)(log⁡x)2  ≠  2log⁡x\log(x+y) \;\neq\; \log x + \log y \qquad \frac{\log x}{\log y} \;\neq\; \log\!\left(\frac{x}{y}\right) \qquad (\log x)^2 \;\neq\; 2\log x

The laws convert products into sums, never sums into sums. A quick numerical check settles any doubt: log⁡10(10+90)=2\log_{10}(10+90) = 2, but log⁡1010+log⁡1090≈2.95\log_{10}10 + \log_{10}90 \approx 2.95.

Note also the third one carefully: log⁡(x2)=2log⁡x\log(x^2) = 2\log x, but (log⁡x)2(\log x)^2 is the log squared and nothing simplifies.

Logs of letters

The laws work just the same when the insides are letters. ln⁡(p2q)=2ln⁡p+ln⁡q\ln(p^2q) = 2\ln p + \ln q, for example. When a question gives you facts about ln⁡p\ln p and ln⁡q\ln q, split every log down to ln⁡p\ln p and ln⁡q\ln q and treat those two as the unknowns of a pair of simultaneous equations.

Expressing one log in terms of two others

9709/32 F/M 2024 Q44 marks

The positive numbers pp and qq are such that

ln⁡(pq)=aandln⁡(q2p)=b.\ln\left(\frac{p}{q}\right) = a \quad \text{and} \quad \ln(q^2p) = b.

Express ln⁡(p7q)\ln(p^7q) in terms of aa and bb.

Show full working
  1. 1

    Quotient law on the first fact: ln⁡p−ln⁡q=a\ln p - \ln q = a

    Each of these two split-up equations is a B1.

  2. 2

    Product law, then power law, on the second fact: ln⁡(q2p)=ln⁡q2+ln⁡p=2ln⁡q+ln⁡p=b\ln(q^2p) = \ln q^2 + \ln p = 2\ln q + \ln p = b

  3. 3

    Treat ln⁡p\ln p and ln⁡q\ln q as two unknowns. Subtract the first equation from the second: (ln⁡p+2ln⁡q)−(ln⁡p−ln⁡q)=b−a(\ln p + 2\ln q) - (\ln p - \ln q) = b - a

  4. 4

    The ln⁡p\ln p terms cancel, and 2ln⁡q−(−ln⁡q)=3ln⁡q2\ln q - (-\ln q) = 3\ln q: 3ln⁡q=b−a  ⟹  ln⁡q=b−a33\ln q = b - a \;\Longrightarrow\; \ln q = \frac{b - a}{3}

  5. 5

    From the first equation, ln⁡p=a+ln⁡q\ln p = a + \ln q: ln⁡p=a+b−a3=3a+b−a3=2a+b3\ln p = a + \frac{b-a}{3} = \frac{3a + b - a}{3} = \frac{2a + b}{3}

  6. 6

    Split the target the same way: ln⁡(p7q)=ln⁡p7+ln⁡q=7ln⁡p+ln⁡q\ln(p^7q) = \ln p^7 + \ln q = 7\ln p + \ln q

  7. 7

    Substitute: 7(2a+b3)+b−a3=14a+7b+b−a37\left(\frac{2a+b}{3}\right) + \frac{b-a}{3} = \frac{14a + 7b + b - a}{3}

  8. 8

    Collect like terms: ln⁡(p7q)=13a+8b3\ln(p^7q) = \frac{13a + 8b}{3}

Answer

ln⁡(p7q)=13a+8b3\ln(p^7q) = \dfrac{13a + 8b}{3}

Split every log into ln p and ln q first. After that it is ordinary simultaneous equations.

Your turn

Every later section assumes you can do these quickly, in either direction, without a calculator.

  1. 1

    Find the value of log⁡48\log_4 8 without a calculator.

    Stuck? Show hint

    Write log⁡48=b\log_4 8 = b as 4b=84^b = 8, then write both 44 and 88 as powers of 22.

    Show solution
    1. 1

      Let log⁡48=b\log_4 8 = b. By the definition: 4b=84^b = 8

    2. 2

      88 is not a whole-number power of 44, but both are powers of 22: 4=224 = 2^2 and 8=238 = 2^3. So (22)b=23\left(2^2\right)^b = 2^3

    3. 3

      Multiply the powers on the left: 22b=232^{2b} = 2^3

      The index law (am)n=amn(a^m)^n = a^{mn}.

    4. 4

      Both sides are powers of 22, so the powers must be equal: 2b=3  ⟹  b=322b = 3 \;\Longrightarrow\; b = \tfrac32

    Answer

    log⁡48=32\log_4 8 = \tfrac32

  2. 2

    Write 3ln⁡2+ln⁡5−ln⁡43\ln 2 + \ln 5 - \ln 4 as a single logarithm.

    Stuck? Show hint

    Move every number in front inside first, using the power law, before you combine anything.

    Show solution
    1. 1

      Power law on the first term: 3ln⁡2=ln⁡23=ln⁡83\ln 2 = \ln 2^3 = \ln 8

      Multipliers go inside first. Only bare logs can be combined.

    2. 2

      Product law on the first two terms: ln⁡8+ln⁡5=ln⁡(8×5)=ln⁡40\ln 8 + \ln 5 = \ln(8 \times 5) = \ln 40

    3. 3

      Quotient law with the last term: ln⁡40−ln⁡4=ln⁡ ⁣(404)=ln⁡10\ln 40 - \ln 4 = \ln\!\left(\frac{40}{4}\right) = \ln 10

    Answer

    ln⁡10\ln 10

  3. 3

    Given that log⁡a2=p\log_a 2 = p and log⁡a5=q\log_a 5 = q, express log⁡a20\log_a 20 in terms of pp and qq.

    Stuck? Show hint

    Split 20 into factors you already have logs for — 20 = 4 × 5 = 2² × 5.

    Show solution
    1. 1

      Write 20=22×520 = 2^2 \times 5, so log⁡a20=log⁡a ⁣(22×5)\log_a 20 = \log_a\!\left(2^2 \times 5\right)

    2. 2

      Product law: =log⁡a22+log⁡a5= \log_a 2^2 + \log_a 5

    3. 3

      Power law on the first term: =2log⁡a2+log⁡a5= 2\log_a 2 + \log_a 5

    4. 4

      Substitute log⁡a2=p\log_a 2 = p and log⁡a5=q\log_a 5 = q: =2p+q= 2p + q

      Splitting a number into factors you already know the logs of is the same move, run backwards, that produces exact answers such as ln 24 = 3 ln 2 + ln 3 later on.

    Answer

    2p+q2p + q

  4. 4

    The positive numbers xx and yy satisfy ln⁡(xy2)=7\ln(xy^2) = 7 and ln⁡ ⁣(xy)=1\ln\!\left(\dfrac{x}{y}\right) = 1. Find the values of ln⁡x\ln x and ln⁡y\ln y, and hence find the value of ln⁡(x3y)\ln(x^3y).

    Stuck? Show hint

    Split both facts into ln⁡x\ln x and ln⁡y\ln y, then solve the pair of simultaneous equations.

    Show solution
    1. 1

      Product and power laws on the first fact: ln⁡x+2ln⁡y=7\ln x + 2\ln y = 7

    2. 2

      Quotient law on the second: ln⁡x−ln⁡y=1\ln x - \ln y = 1

    3. 3

      Subtract the second from the first. The ln⁡x\ln x terms cancel: 3ln⁡y=6  ⟹  ln⁡y=23\ln y = 6 \;\Longrightarrow\; \ln y = 2

    4. 4

      Substitute into the second: ln⁡x=1+ln⁡y=3\ln x = 1 + \ln y = 3

    5. 5

      Split the target: ln⁡(x3y)=3ln⁡x+ln⁡y=3(3)+2=11\ln(x^3y) = 3\ln x + \ln y = 3(3) + 2 = 11

    Answer

    ln⁡x=3\ln x = 3, ln⁡y=2\ln y = 2, ln⁡(x3y)=11\ln(x^3y) = 11

The rest of this note

Checking your access…

Can you do all of these?

  • Convert between aᵇ = c and log_a c = b, and evaluate simple logs without a calculator

  • State the three log laws, move a number in front inside first, and know that log(x + y) does not split

  • Use ln and e to undo each other; simplify e2ln⁡5\mathrm{e}^{2\ln 5} by moving the 2 inside first

  • Sketch y=ekxy = \mathrm{e}^{kx} for k positive and k negative, and a shifted or reflected version, with asymptote and intercepts

  • Explain why eˣ and ln x are reflections in y = x, and give the domain of ln x

  • Use Q=AektQ = A\mathrm{e}^{kt}: AA is the starting value; solve ekt=2\mathrm{e}^{kt} = 2 or 12\tfrac12 for the doubling or halving time

  • Split logs of letters into ln p and ln q and solve for them as simultaneous equations

  • Use two sketched curves to show an equation has exactly one root

  • Solve an index equation with different bases, keeping brackets on the powers

  • Simplify a same-base equation with index laws before taking any log

  • Spot a hidden quadratic in aˣ or eˣ, and reject a non-positive value of aˣ with a reason

  • Give an exact answer as ln a / ln b by recombining logs at the end

  • Solve an index inequality, reversing the sign when dividing by the log of a number below 1

  • Split a modulus equation in aˣ into two cases and keep every valid answer

  • Write down the domain, combine logs into a single log, remove it, and check every root

  • Absorb a number or a term as a log: 2 = log₄ 16, 2x = ln e²ˣ

  • Make a named letter the subject of a log relationship

  • Reduce a model to linear form, say what is plotted against what, and compare explicitly with Y = mX + c

  • Convert a gradient of ln a back into a, and use ln x = 0 (not x = 0) for the vertical-axis intercept

Now do the questions
59 real Paper 3 parts from 2021–2025, sorted by difficulty, with mark schemes