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Differentiation · Subtopic 4 of 10

Optimisation and Rates of Change

Using derivatives to answer real questions: the largest area, the smallest surface, the cheapest design, and how fast one quantity changes when another one does.

Cambridge 9709 Paper 1Edexcel YMA01 WMA12Edexcel 9MA0 Paper 1Edexcel 9MA0 Paper 2AQA 7357 Paper 1AQA 7357 Paper 2≈ 50 minRevision 6 · updated 2026-10-27
Section 1 of 14

Learning objectives

  • Turn a description into a formula in one variable, using a constraint.
  • Find the maximum or minimum value and check its nature.
  • Use dAdt=dAdr×drdt\dfrac{dA}{dt}=\dfrac{dA}{dr}\times\dfrac{dr}{dt} to link rates of change.
  • Interpret answers in context, with units.
Pause and think

You have 6060 m of fencing to make a rectangular pen against a long wall (so only three sides need fencing). How would you choose the sides to enclose the most area?

Section 2 of 14

Core idea

Start hereThe biggest box

Take a square of card 1212 cm wide, cut equal squares from each corner, and fold up the sides to make an open box. Cut tiny corners: a flat tray, little volume. Cut huge corners: a tall thin tower, little volume. Somewhere between is the best size. Calculus finds it exactly.

The big idea

Optimisation: write the quantity in terms of one variable, differentiate, set to zero, check it's a max/min. Connected rates of change: link rates with the chain rule, dAdt=dAdr×drdt\dfrac{dA}{dt}=\dfrac{dA}{dr}\times\dfrac{dr}{dt}.

1. Optimisation

Cutting bigger corners: volume of the box
123456204060801001201400corner size x (cm)volume V (cm³)best: x = 2, V = 128
Small corners give a wide, shallow box; big corners a tall, narrow one. The best is in between, where the graph is flat.
Worked exampleThe box

From a 1212 cm square, cut squares of side xx cm from the corners and fold. Find the maximum volume.

Goal
xx giving the largest VV; then VV.
Strategy
Express VV in xx; differentiate; solve; check.
  1. V=x(12−2x)2V=x(12-2x)^2
    Base (12−2x)(12-2x) by (12−2x)(12-2x), height xx.
  2. V=144x−48x2+4x3V=144x-48x^2+4x^3
    Expand.
  3. dVdx=144−96x+12x2=12(x−2)(x−6)\frac{dV}{dx}=144-96x+12x^2=12(x-2)(x-6)
    Differentiate; factorise.
  4. x=2  (x=6 uses up the whole card)x=2\ \ (x=6\text{ uses up the whole card})
    Reject the impossible root; 0<x<60<x<6.
  5. d2Vdx2=−96+24x=−48<0\frac{d^2V}{dx^2}=-96+24x=-48<0
    At x=2x=2: a maximum.
  6. V=2×82=128V=2\times8^2=128
    Substitute.
AnswerMaximum volume 128128 cm³, with 22 cm corners.
✓ Checkx=1.9x=1.9: 1.9×8.22=127.81.9\times8.2^2=127.8; x=2.1x=2.1: 2.1×7.82=127.82.1\times7.8^2=127.8, both just below 128128 ✓.
Worked exampleMinimum surface of a can

A closed cylinder holds 250π250\pi cm³. Find the radius that minimises its surface area.

Goal
rr and minimum area.
Strategy
Use the volume to remove hh.
  1. πr2h=250π⇒h=250r2\pi r^2h=250\pi\Rightarrow h=\frac{250}{r^2}
    The constraint.
  2. A=2πr2+2πrh=2πr2+500πrA=2\pi r^2+2\pi rh=2\pi r^2+\frac{500\pi}r
    Two ends + curved side.
  3. dAdr=4πr−500πr2=0⇒r3=125⇒r=5\frac{dA}{dr}=4\pi r-\frac{500\pi}{r^2}=0\Rightarrow r^3=125\Rightarrow r=5
    Differentiate; solve.
  4. d2Adr2=4π+1000πr3>0\frac{d^2A}{dr^2}=4\pi+\frac{1000\pi}{r^3}>0
    Minimum.
Answerr=5r=5 cm, h=10h=10 cm, A=150πA=150\pi cm².
✓ CheckHeight = diameter: a known optimal can shape ✓.
Optimisation method

The constraint step is where most marks are won or lost.

2. Connected rates of change

dAdt=dAdr×drdt\frac{dA}{dt}=\frac{dA}{dr}\times\frac{dr}{dt}
where
ddt\frac{d}{dt}
rate of change with time ("how fast").
dAdr\frac{dA}{dr}
from the geometry formula linking AA and rr.
Worked exampleRipple

A ripple's radius grows at 33 cm/s. How fast is its area growing when r=10r=10?

Goal
dAdt\frac{dA}{dt} at r=10r=10.
Strategy
A=πr2A=\pi r^2; chain rule.
  1. dAdr=2πr\frac{dA}{dr}=2\pi r
    Differentiate.
  2. dAdt=2πr×3=6πr\frac{dA}{dt}=2\pi r\times3=6\pi r
    Chain.
  3. r=10: 60π≈188r=10:\ 60\pi\approx188
    Substitute.
Answer60π≈18860\pi\approx188 cm²/s.
✓ CheckUnits: cm²/s ✓.
Worked exampleInflating a balloon

A sphere's volume increases at 100100 cm³/s. How fast is rr increasing when r=5r=5?

Goal
drdt\frac{dr}{dt}.
Strategy
Rearrange the chain rule.
  1. V=43πr3⇒dVdr=4πr2=100πV=\tfrac43\pi r^3\Rightarrow\frac{dV}{dr}=4\pi r^2=100\pi
    At r=5r=5.
  2. drdt=dV/dtdV/dr=100100π=1π\frac{dr}{dt}=\frac{dV/dt}{dV/dr}=\frac{100}{100\pi}=\frac1\pi
    Divide.
Answer1π≈0.318\frac1\pi\approx0.318 cm/s.
✓ CheckAs rr grows, drdt\frac{dr}{dt} shrinks for the same inflow (more surface to cover) ✓.
Pause and think

A farmer fences three sides of a rectangle against a wall with 40 m. Maximum area?

Summary

  • Optimise: one variable, differentiate, solve, check.
  • Rates: multiply derivatives along the chain.
Key words
Optimise
Make as large or small as possible.
Rate of change
A derivative with respect to time.
Open box from a 12 cm square: V = x(12 − 2x)²
123456204060801001201400cut-out side x (cm)volume V (cm³)V = x(12 − 2x)²maximum (2, 128)
Setting dVdx=0\dfrac{dV}{dx}=0 gives x=2x=2 (and x=6x=6, which gives no box). The second derivative is negative at x=2x=2, so the largest volume is 128 cm3128\text{ cm}^3.
HistoryKepler's wine barrels. In 1613, Johannes Kepler bought wine for his wedding and was surprised by how the merchant measured the volume with a single rod. He went on to study which barrel shapes hold the most wine for a given measurement, and found that Austrian barrels were very close to the best possible shape. His 1615 book on it was an early step towards calculus.
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