Grade 12 · Pure Mathematics 2 · Cambridge A-Level 9709 · Age 17–18
Logarithms and exponentials are among the most powerful tools in mathematics. They appear everywhere — in compound interest and finance, radioactive decay in physics, population growth in biology, pH in chemistry, and the decibel scale in acoustics. Mastering this topic unlocks an entire world of real-world modelling.
Product, quotient, power rules and change of base
The special number e ≈ 2.718 and its inverse ln x
Solving ax = b by taking logs of both sides
Combining log laws to isolate the unknown
Growth/decay, half-life, doubling time
Shapes, reflections, translations of ex and ln x
The logarithm answers the question: "What power must I raise a to, to get x?"
Why? Because a0 = 1, a1 = a, and an = an.
This is essential when your calculator only has log10 and ln buttons.
The number e is one of the most important constants in mathematics, approximately equal to 2.71828... It arises naturally when studying continuous growth and is defined as:
Just like π appears naturally in circles, e appears naturally in exponential growth, compound interest, and calculus.
The natural logarithm is the inverse of the exponential function ex. Key values:
When the unknown is in the exponent, use logarithms to bring it down.
Where Q₀ is the initial quantity (at t = 0), k is the growth rate constant, and t is time. If k > 0: growth. If k < 0: decay.
To check if data fits an exponential model, take ln of both sides:
Plot ln y vs x. If linear, the data fits the model. The gradient = b and the y-intercept = ln a (so a = eintercept).
Plot log y vs log x. Gradient = n, y-intercept = log a (so a = 10intercept).
Simplify: log2(8) + log2(4) − log2(2)
Solve: log3(x+2) + log3(x−2) = 2
P = 500·e0.03t. Find t when P = 1000.
Given ln y = 2.3 + 0.5x, find y in the form aebx.
Solve: ln(x+3) = 2 + ln(x−1)
Example: log(5 + 3) = log(8) ≠ log5 + log3 = 1.398
The division form is change of base: loga(b) = log b / log a (different bases!)
Memory aid: loga(b) means "log of b, base a" → log(b) ÷ log(a)
| Category | Formula | Notes |
|---|---|---|
| Definition | loga(x) = y ⟺ ay = x | a > 0, a ≠ 1, x > 0 |
| Special values | loga(1) = 0, loga(a) = 1 | loga(an) = n |
| Product law | loga(AB) = logaA + logaB | Multiplication → addition |
| Quotient law | loga(A/B) = logaA − logaB | Division → subtraction |
| Power law | loga(An) = n · logaA | Power → multiplier |
| Change of base | loga(x) = ln(x)/ln(a) = log(x)/log(a) | Works with any common base |
| Natural log | ln x = loge(x) | e ≈ 2.71828 |
| ln rules | ln(e) = 1, ln(1) = 0, ln(ex) = x | eln x = x |
| Derivative of ex | d/dx(ex) = ex | d/dx(ekx) = kekx |
| Derivative of ln x | d/dx(ln x) = 1/x | d/dx(ln(f(x))) = f'(x)/f(x) |
| Integral of ex | ∫ex dx = ex + C | ∫ekx dx = (1/k)ekx + C |
| Integral of 1/x | ∫(1/x) dx = ln|x| + C | Note absolute value |
| Exponential model | Q = Q₀ekt | k > 0 growth; k < 0 decay |
| Doubling time | T = ln 2 / k | When Q doubles |
| Half-life | t½ = ln 2 / k | Decay model Q = Q₀e−kt |
| Linearise y = aebx | ln y = ln a + bx | Plot ln y vs x; gradient = b, intercept = ln a |
| Linearise y = axn | log y = log a + n log x | Plot log y vs log x; gradient = n, intercept = log a |
To prove: loga(AB) = loga(A) + loga(B)
To prove: loga(x) = ln(x) / ln(a)
Using implicit differentiation of y = ln x
Explore the shapes of exponential and logarithmic functions. Adjust the parameters and see the graph update in real time.
Solve e2x − 4ex + 3 = 0, giving exact answers.
Solve ln(x+2) − ln(x−1) = 1, giving your answer in exact form.
Given y = 3·2x, express ln y in terms of ln 2 and x.
The mass M grams of a radioactive substance satisfies M = M₀·e−0.04t, where t is time in years. Find (i) the half-life, (ii) the percentage remaining after 50 years.
Solve 5x = 3x+2, giving your answer to 3 significant figures.
Given that ln y = a + bx and the graph of ln y against x passes through (2, 5) and (6, 13), find a and b. Hence write y in terms of x.
Solve log2(x) + log2(x−6) = 4.
f(x) = 2ex − 3. (i) State the range of f. (ii) Find f−1(x). (iii) State the domain of f−1.
Solve the equation 2·ln(x) − ln(x+1) = ln(5).
A population P at time t years satisfies P = 2000/(1 + 3e−0.2t). Find (i) the initial population, (ii) the value of t when P = 1500.
Solve 32x+1 = 4x, giving your answer to 3 significant figures.
The variables x and y satisfy the relation y = abx. A straight line graph of ln y against x passes through (1, 3.4) and (4, 7.6). Find a and b.
Solve the equation ln(2x+3) + ln(x+1) = 2ln(x+2).