Notes/Mathematics/Paper 3/Differential Equations
CAIEA Level9709§3.8

Differential Equations

Turning a rate-of-change sentence into an equation, separating the variables, fitting the constant, and reading the answer back into the context.

150 min read 7 sub-topics
58
question parts
2021–2025 · 37 papers
8 marks
per paper
≈ 11% of the paper
2.8/3
avg difficulty
demanding
#7
most examined
of 9 topics by marks

A differential equation is an equation that contains a derivative. It does not tell you what a quantity is; it tells you how fast the quantity is changing. Solving it means working backwards from the rate of change to the quantity itself.

This is one of the most predictable questions on Paper 3. Every one of the 37 papers from 2021 to 2025 had exactly one differential-equations question, worth about 88 marks on average (301301 marks in 5858 question parts). The marks sit here:

what the marks are forpartsmarks
separating the variables and integrating40266
using the given condition(s) to find the constant40265
forming the equation from a sentence1235
interpreting the answer in context920

(One part can earn marks for several of these at once, so the rows overlap.)

A typical question runs in the same four stages every time: form the equation (a short "show that", often 2–5 marks) → separate and integrate (the expensive middle, where the integration usually needs a technique from the Integration note) → use the condition to find the constant → rearrange and interpret. This note teaches the stages in that order, then shows how to choose the right integration technique, and finishes with complete modelling questions from start to end.

Before you start you should be able to
  • Differentiate and integrate ekx\mathrm{e}^{kx}, ln⁡x\ln x, powers of xx and the six trig functions (see Integration)

  • Integrate by partial fractions, by parts and using f′(x)f(x)\dfrac{f'(x)}{f(x)} (see Integration)

  • Use the laws of logarithms, and change ln⁡y=…\ln y = \ldots into y=…y = \ldots (see Logarithms and Exponentials)

  • Use the chain rule to connect two rates of change (see Differentiation)

By the end of this page you can
  • Say what a differential equation is, and what "solving" one means

  • Translate a rate-of-change sentence into a differential equation, with the right sign and a constant of proportionality

  • Find the constant of proportionality from a rate you are given, and derive a printed equation rather than verifying it

  • Build "rate in minus rate out" equations and use the chain rule to change from volume to depth or radius

  • Recognise a separable equation and separate the variables correctly

  • Integrate both sides with a single constant of integration

  • Use one condition to find the constant, and two conditions to find the constant and kk

  • Remove logarithms correctly and give the answer in exactly the form asked for

  • Choose the right integration technique for each side: logs, exponentials, trig identities, inverse tan, partial fractions, division or by parts

  • Interpret a solution: long-term behaviour, limits (exact or numerical), greatest values, when something happens, and where the solution exists

  • Work a complete modelling question from the wording to the final interpretation

01

Forming the equation

Syllabus requirement · §3.8

“

formulate a simple statement involving a rate of change as a differential equation. The introduction and evaluation of a constant of proportionality, where necessary, is included.

”

What a differential equation is

Many quantities are easiest to describe by how fast they change. A population grows faster when there are more animals to breed. A tank empties faster when it is full, because the water pushes harder on the hole. In each case you cannot write down the quantity directly, but you can write down its rate of change.

The rate of change of NN with respect to time tt is the derivative

dNdt\frac{\mathrm{d}N}{\mathrm{d}t}

Read it as "how much NN goes up per unit of time". If dNdt=50\dfrac{\mathrm{d}N}{\mathrm{d}t} = 50 at some moment, NN is increasing at 5050 per unit of time at that moment.

  • dNdt>0\dfrac{\mathrm{d}N}{\mathrm{d}t} > 0 means NN is increasing.
  • dNdt<0\dfrac{\mathrm{d}N}{\mathrm{d}t} < 0 means NN is decreasing.

A differential equation is an equation that contains a derivative like this. Solving it means finding the quantity itself — NN as a function of tt — from the information about its rate of change. Since integration undoes differentiation, solving always involves integrating.

A very small example shows the idea. If dNdt=3\dfrac{\mathrm{d}N}{\mathrm{d}t} = 3, then NN goes up by 33 every unit of time, so integrating gives

N=3t+cN = 3t + c

Every function of this form has gradient 33, so the equation alone cannot tell you cc. You need one extra fact, such as "N=10N = 10 when t=0t = 0", to pin it down. That pattern — an equation for the rate, a family of solutions, one fact to choose the right one — is the whole topic in miniature.

On Paper 3 every differential equation is first order: the only derivative in it is a first derivative such as dydx\dfrac{\mathrm{d}y}{\mathrm{d}x}, never a second derivative.

Reading the sentence

The first marks in a modelling question are for translating English into an equation. The vocabulary is small enough to learn outright.

The sentence says

It means

In symbols

the rate of increase of NN (with respect to time)

the derivative of NN with respect to tt

dNdt\dfrac{\mathrm{d}N}{\mathrm{d}t}

the rate of decrease of NN

the same derivative, with a minus sign

dNdt=−…\dfrac{\mathrm{d}N}{\mathrm{d}t} = -\ldots

the gradient of a curve at the point (x,y)(x, y)

the derivative of yy with respect to xx

dydx\dfrac{\mathrm{d}y}{\mathrm{d}x}

is proportional to xx

equals a constant times xx

=kx= kx

is inversely proportional to tt

equals a constant divided by tt

=kt= \dfrac{k}{t}

is proportional to the product of xx and yy

a constant times xx times yy

=kxy= kxy

is proportional to the ratio of xx to yy

a constant times xx divided by yy

=kxy= \dfrac{kx}{y}

the amount not yet affected, out of a total MM

the total minus the amount affected

M−xM - x

Every “proportional” introduces a constant. Call it k, keep it as a letter, and find its value later from the data the question gives you.

Why proportionality brings a constant

"yy is proportional to xx" means that yy is always the same multiple of xx: double xx and yy doubles, halve xx and yy halves. The multiple is fixed, but the sentence does not tell you what it is — so you give it a name:

y=kxy = kx

The letter kk is called the constant of proportionality. The sentence gives you the shape of the relationship; a number elsewhere in the question (a rate at one moment, or a second measurement) gives you the size, which is the value of kk.

The sign, and the constant

Two marks are routinely lost before any calculus happens.

"Decreases" means the derivative is negative. Write dxdt=−kx\dfrac{\mathrm{d}x}{\mathrm{d}t} = -kx with k>0k > 0. (Writing =kx= kx and letting kk come out negative also works, but you must be consistent.)

Proportional is not equal. "The rate is proportional to xx" is dxdt=kx\dfrac{\mathrm{d}x}{\mathrm{d}t} = kx, never dxdt=x\dfrac{\mathrm{d}x}{\mathrm{d}t} = x. The kk is what the data later determines.

Four sentences into four equations

Write each statement as a differential equation.

(a) The number of bacteria, NN, increases at a rate proportional to NN.
(b) The temperature, θ ∘C\theta\,^\circ\mathrm{C}, of a cooling drink decreases at a rate proportional to θ−20\theta - 20.
(c) The mass, mm, of a substance decreases at a rate that is inversely proportional to the time tt.
(d) In a town of 50005000 people, the number xx who have heard a rumour increases at a rate proportional to the product of the number who have heard it and the number who have not.

Show full working
  1. 1

    (a) The quantity changing is NN, and it changes with time, so its rate of increase is dNdt\dfrac{\mathrm{d}N}{\mathrm{d}t}.

    Always start by naming which variable is changing and what it changes with respect to — that decides the top and bottom of the derivative.

  2. 2

    "Increases", so the derivative is positive. "Proportional to NN" means a constant times NN: dNdt=kN,k>0\frac{\mathrm{d}N}{\mathrm{d}t} = kN, \quad k > 0

  3. 3

    (b) The temperature changes with time: dθdt\dfrac{\mathrm{d}\theta}{\mathrm{d}t}. It decreases, so a minus sign goes in front.

    With k > 0 and θ − 20 > 0, the minus sign makes the derivative negative — which is exactly what “decreases” means.

  4. 4

    "Proportional to θ−20\theta - 20" means a constant times the whole bracket: dθdt=−k(θ−20)\frac{\mathrm{d}\theta}{\mathrm{d}t} = -k(\theta - 20)

  5. 5

    (c) The mass changes with time: dmdt\dfrac{\mathrm{d}m}{\mathrm{d}t}, with a minus sign because it decreases.

  6. 6

    "Inversely proportional to tt" means a constant divided by tt: dmdt=−kt\frac{\mathrm{d}m}{\mathrm{d}t} = -\frac{k}{t}

    Inversely proportional: as t doubles, the rate halves. Dividing by t does exactly that.

  7. 7

    (d) The number who have not heard is the total minus those who have: 5000−x5000 - x.

    This is the one piece of reasoning in (d) — the other factor is simply x.

  8. 8

    "Proportional to the product" means multiply the two numbers and put a constant in front: dxdt=kx(5000−x)\frac{\mathrm{d}x}{\mathrm{d}t} = kx(5000 - x)

Answer

(a) dNdt=kN\dfrac{\mathrm{d}N}{\mathrm{d}t} = kN (b) dθdt=−k(θ−20)\dfrac{\mathrm{d}\theta}{\mathrm{d}t} = -k(\theta - 20) (c) dmdt=−kt\dfrac{\mathrm{d}m}{\mathrm{d}t} = -\dfrac{k}{t} (d) dxdt=kx(5000−x)\dfrac{\mathrm{d}x}{\mathrm{d}t} = kx(5000 - x), each with k>0k > 0

Three questions, in order, for every sentence: what is changing and against what? increasing or decreasing? proportional to what?

Finding kk from a rate you are given

Often the question gives you the rate at one particular moment, for example "when x=100x = 100, xx is increasing at 4949 per day". That is enough to find kk:

  1. Write the equation with kk in it.
  2. Substitute the given value of the variable and the given value of the derivative.
  3. Solve the resulting equation for kk.
  4. Put the value of kk back into the equation and tidy it into the printed form.

Take sentence (d) above. Suppose that when x=100x = 100 the rumour is spreading at 4949 people per day, so dxdt=49\dfrac{\mathrm{d}x}{\mathrm{d}t} = 49 when x=100x = 100.

  • Substitute into dxdt=kx(5000−x)\dfrac{\mathrm{d}x}{\mathrm{d}t} = kx(5000 - x):   49=k(100)(4900)\;49 = k(100)(4900).
  • Multiply out:   49=490 000k\;49 = 490\,000k.
  • Divide:   k=49490 000=110 000\;k = \dfrac{49}{490\,000} = \dfrac{1}{10\,000}.
  • Put kk back:   dxdt=x(5000−x)10 000\;\dfrac{\mathrm{d}x}{\mathrm{d}t} = \dfrac{x(5000 - x)}{10\,000}, or   10 000dxdt=x(5000−x)\;10\,000\dfrac{\mathrm{d}x}{\mathrm{d}t} = x(5000 - x).

“Show that” means derive, not check

When the equation is printed for you, the mark scheme wants it derived from the sentence. Schemes say "M0 for verification" and "obtain given answer from full and correct working". So you may not substitute the printed answer back in and show it fits. Start from the sentence, introduce kk, use the data to find it, and arrive at the printed form.

Two good things about a printed ("AG", answer given) equation: you know exactly where your algebra is heading, and the next part can still be attempted even if you cannot do this one, because the equation is on the page.

Finding k from a given rate

9709/31 M/J 2024 Q11(a)2 marks

In a field there are 300300 plants of a certain species, all of which can be infected by a particular disease. At time tt after the first plant is infected there are xx infected plants. The rate of change of xx is proportional to the product of the number of plants infected and the number of plants that are not yet infected. The variables xx and tt are treated as continuous, and it is given that dxdt=0.2\dfrac{\mathrm{d}x}{\mathrm{d}t} = 0.2 and x=1x = 1 when t=0t = 0.

Show that xx and tt satisfy the differential equation 1495dxdt=x(300−x)1495\frac{\mathrm{d}x}{\mathrm{d}t} = x(300 - x)

Show full working
  1. 1

    The number of plants not yet infected is the total minus the number infected: 300−x300 - x.

  2. 2

    "Proportional to the product" of the two numbers: dxdt=kx(300−x)\frac{\mathrm{d}x}{\mathrm{d}t} = kx(300 - x)

    Proportionality introduces k. Everything else in this part is about finding its value.

  3. 3

    Use the rate given at the start: when t=0t = 0, x=1x = 1 and dxdt=0.2\dfrac{\mathrm{d}x}{\mathrm{d}t} = 0.2. Substitute both: 0.2=k(1)(300−1)0.2 = k(1)(300 - 1)

  4. 4

    Simplify the right side: 0.2=299k0.2 = 299k

  5. 5

    Divide by 299299: k=0.2299=11495k = \frac{0.2}{299} = \frac{1}{1495}

    0.2=150.2 = \tfrac15, so 0.2299=15×299=11495\tfrac{0.2}{299} = \tfrac{1}{5 \times 299} = \tfrac{1}{1495}.

  6. 6

    Put kk back into the equation: dxdt=x(300−x)1495\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{x(300 - x)}{1495}

  7. 7

    Multiply both sides by 14951495: 1495dxdt=x(300−x)■1495\frac{\mathrm{d}x}{\mathrm{d}t} = x(300 - x) \quad\blacksquare

    The scheme gives M0 for verification — the value of k must come from the data, as here.

Answer

shown, with k=11495k = \dfrac{1}{1495}

Given a rate at one moment, substitute the variable AND the derivative, then solve for k.

A ratio, and k from the starting rate

9709/33 O/N 2021 Q10(a)2 marks

A large plantation of area 20 km220\text{ km}^2 is becoming infected with a plant disease. At time tt years the area infected is x km2x\text{ km}^2 and the rate of increase of xx is proportional to the ratio of the area infected to the area not yet infected. When t=0t = 0, x=1x = 1 and dxdt=1\dfrac{\mathrm{d}x}{\mathrm{d}t} = 1.

Show that xx and tt satisfy the differential equation dxdt=19x20−x\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{19x}{20 - x}

Show full working
  1. 1

    The area not yet infected is the whole plantation minus the infected part: 20−x20 - x.

  2. 2

    "The ratio of the area infected to the area not yet infected" is x20−x\dfrac{x}{20 - x}. Proportional to it: dxdt=kx20−x\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{kx}{20 - x}

    “Ratio of A to B” means A divided by B — the first-named quantity goes on top.

  3. 3

    Substitute x=1x = 1 and dxdt=1\dfrac{\mathrm{d}x}{\mathrm{d}t} = 1: 1=k(1)20−1=k191 = \frac{k(1)}{20 - 1} = \frac{k}{19}

  4. 4

    Multiply by 1919: k=19k = 19. Substitute back: dxdt=19x20−x■\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{19x}{20 - x} \quad\blacksquare

Answer

shown, with k=19k = 19

Rate in minus rate out

Tank, pool and balloon questions have two flows: something coming in and something going out. The amount inside changes at the difference of the two:

dVdt=(rate in)−(rate out)\frac{\mathrm{d}V}{\mathrm{d}t} = (\text{rate in}) - (\text{rate out})

The rate in is usually a constant ("water is pumped in at 50 000 cm350\,000\text{ cm}^3 per minute"). The rate out usually depends on how much is inside ("leaks at a rate of 600h600h", "at a rate proportional to h2h^2").

For example, a pond holds V m3V\text{ m}^3 of water. Rain adds 2 m32\text{ m}^3 per day and water soaks away at 0.1V m30.1V\text{ m}^3 per day. Then

dVdt=2−0.1V\frac{\mathrm{d}V}{\mathrm{d}t} = 2 - 0.1V

Notice what this says: when VV is small, more comes in than goes out and VV rises; when V=20V = 20 the two flows balance and VV stops changing.

rate in(usually a constant)rate out(often ∝ h, h² or √V)hvolume Vbase area A1 · THE FLOWSdV/dt = in − out2 · THE SHAPEV = Ah, so dV/dh = A3 · THE BRIDGEdh/dt = dV/dt ÷ dV/dh(chain rule)

The three lines a tank question is marked on: the net flow, the volume formula for the container's shape, and the chain rule that turns a rate for V into a rate for h.

From volume to depth: the chain rule bridge

The flows are rates of change of volume, dVdt\dfrac{\mathrm{d}V}{\mathrm{d}t}. But the question usually wants an equation for the depth hh (or the radius rr). The chain rule connects them:

dVdt=dVdh×dhdt\frac{\mathrm{d}V}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}h} \times \frac{\mathrm{d}h}{\mathrm{d}t}

Dividing both sides by dVdh\dfrac{\mathrm{d}V}{\mathrm{d}h}:

dhdt=dVdt÷dVdh\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}h}

You find dVdh\dfrac{\mathrm{d}V}{\mathrm{d}h} by writing the volume in terms of hh from the shape of the container, then differentiating.

containervolumedV/dh\mathrm{d}V/\mathrm{d}h (or dV/dr\mathrm{d}V/\mathrm{d}r)
cuboid or cube with base area AAV=AhV = AhAA
cylinder of radius RR (fixed)V=πR2hV = \pi R^2 hπR2\pi R^2
sphere of radius rrV=43πr3V = \tfrac43\pi r^34πr24\pi r^2

When the sides are vertical, the base area is a constant, so dVdh\dfrac{\mathrm{d}V}{\mathrm{d}h} is just that constant.

Mark schemes give a separate mark for each of dVdt\dfrac{\mathrm{d}V}{\mathrm{d}t} and dVdh\dfrac{\mathrm{d}V}{\mathrm{d}h}, and one says both "must be seen". So write each on its own line before combining them.

Rate in minus rate out in a cylinder

A cylindrical tank has radius 22 m. Water is pumped in at 3 m33\text{ m}^3 per minute and leaks out at a rate of 0.4h m30.4h\text{ m}^3 per minute, where hh m is the depth after tt minutes. Show that 4πdhdt=3−0.4h4\pi\frac{\mathrm{d}h}{\mathrm{d}t} = 3 - 0.4h

Show full working
  1. 1

    The flows. In at 33, out at 0.4h0.4h: dVdt=3−0.4h\frac{\mathrm{d}V}{\mathrm{d}t} = 3 - 0.4h

  2. 2

    The shape. A cylinder of radius 22 holding water to depth hh has volume V=π(2)2h=4πhV = \pi(2)^2h = 4\pi h

  3. 3

    Differentiate with respect to hh: dVdh=4π\frac{\mathrm{d}V}{\mathrm{d}h} = 4\pi

    4π is a constant, so the derivative of 4πh is just 4π.

  4. 4

    The bridge. dhdt=dVdt÷dVdh=3−0.4h4π\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}h} = \frac{3 - 0.4h}{4\pi}

  5. 5

    Multiply both sides by 4π4\pi: 4πdhdt=3−0.4h■4\pi\frac{\mathrm{d}h}{\mathrm{d}t} = 3 - 0.4h \quad\blacksquare

Answer

shown

Flows, shape, bridge — three lines, every time.

A cuboid tank with a leak

9709/33 O/N 2024 Q10(a)3 marks

A water tank is in the shape of a cuboid with base area 40 000 cm240\,000\text{ cm}^2. At time tt minutes the depth of water in the tank is h cmh\text{ cm}. Water is pumped into the tank at a rate of 50 000 cm350\,000\text{ cm}^3 per minute. Water is leaking out of the tank through a hole in the bottom at a rate of 600h cm3600h\text{ cm}^3 per minute.

Show that   200dhdt=250−3h\;200\dfrac{\mathrm{d}h}{\mathrm{d}t} = 250 - 3h.

Show full working
  1. 1

    The flows. In at 50 00050\,000, out at 600h600h: dVdt=50 000−600h\frac{\mathrm{d}V}{\mathrm{d}t} = 50\,000 - 600h

    First mark: the complete net-flow statement.

  2. 2

    The shape. A cuboid has vertical sides, so the volume is base area times depth: V=40 000hV = 40\,000h, and dVdh=40 000\frac{\mathrm{d}V}{\mathrm{d}h} = 40\,000

  3. 3

    The bridge. dhdt=dVdt÷dVdh=50 000−600h40 000\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}h} = \frac{50\,000 - 600h}{40\,000}

  4. 4

    Multiply both sides by 40 00040\,000: 40 000dhdt=50 000−600h40\,000\frac{\mathrm{d}h}{\mathrm{d}t} = 50\,000 - 600h

  5. 5

    Every term is divisible by 200200. Divide through: 40 000÷200=20040\,000 \div 200 = 200, 50 000÷200=25050\,000 \div 200 = 250, 600÷200=3600 \div 200 = 3: 200dhdt=250−3h■200\frac{\mathrm{d}h}{\mathrm{d}t} = 250 - 3h \quad\blacksquare

Answer

shown

Rate in minus rate out, with k from a given rate

9709/32 O/N 2025 Q10(a)4 marks

The diagram shows a tank for holding water. The tank is in the shape of a cube of side 50 cm50\text{ cm}. At time tt seconds, the depth of water in the tank is h cmh\text{ cm}. Water is poured into the tank at a rate of 5000 cm3 s−15000\text{ cm}^3\text{ s}^{-1}. Water pours out of the tank through a hole in the bottom at a rate proportional to h2h^2.

When h=20h = 20, the depth of the water is increasing at a rate of 0.4 cm s−10.4\text{ cm s}^{-1}.

Show that dhdt=500−h2250\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{500 - h^2}{250}

Fig. 2 — the cubical tank of side 50 cm, filled to depth h cm.

Fig. 2 — the cubical tank of side 50 cm, filled to depth h cm.

Show full working
  1. 1

    The flows. In at a constant 50005000; out at a rate proportional to h2h^2, so introduce a constant kk: dVdt=5000−kh2\frac{\mathrm{d}V}{\mathrm{d}t} = 5000 - kh^2

    The outflow is only known up to a constant — that k is what the data about 0.4 cm/s will pin down.

  2. 2

    The shape. The base is a 50×5050 \times 50 square, area 2500 cm22500\text{ cm}^2, and the sides are vertical, so V=2500hV = 2500h and dVdh=2500\frac{\mathrm{d}V}{\mathrm{d}h} = 2500

  3. 3

    The bridge. dhdt=dVdt÷dVdh=5000−kh22500\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}h} = \frac{5000 - kh^2}{2500}

  4. 4

    Find kk. When h=20h = 20, dhdt=0.4\dfrac{\mathrm{d}h}{\mathrm{d}t} = 0.4. Substitute both: 0.4=5000−k(20)22500=5000−400k25000.4 = \frac{5000 - k(20)^2}{2500} = \frac{5000 - 400k}{2500}

  5. 5

    Multiply both sides by 25002500: 1000=5000−400k1000 = 5000 - 400k

  6. 6

    Rearrange: 400k=5000−1000=4000400k = 5000 - 1000 = 4000, so k=10k = 10.

  7. 7

    Substitute k=10k = 10: dhdt=5000−10h22500\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{5000 - 10h^2}{2500}

  8. 8

    Divide top and bottom by 1010: dhdt=500−h2250■\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{500 - h^2}{250} \quad\blacksquare

    The scheme wants “a complete statement” at the end — write the full printed equation, not just “as required”.

Answer

shown, with k=10k = 10

Four marks here: the flow statement, V = 2500h with the chain rule, using the given rate for k, and the final printed line. Lay them out as separate lines.

Outflow only, depending on the volume

9709/31 O/N 2024 Q10(a)4 marks

A large cylindrical tank is used to store water. The base of the tank is a circle of radius 44 metres. At time tt minutes, the depth of the water in the tank is hh metres. There is a tap at the bottom of the tank. When the tap is open, water flows out of the tank at a rate proportional to the square root of the volume of water in the tank.

Show that dhdt=−λh\dfrac{\mathrm{d}h}{\mathrm{d}t} = -\lambda\sqrt{h}, where λ\lambda is a positive constant.

Fig. 2 — the cylindrical tank of radius 4 m, with water to depth h m.

Fig. 2 — the cylindrical tank of radius 4 m, with water to depth h m.

Show full working
  1. 1

    The flows. Nothing comes in, and water leaves at a rate proportional to V\sqrt V. The volume is decreasing, so: dVdt=−kV,k>0\frac{\mathrm{d}V}{\mathrm{d}t} = -k\sqrt{V}, \quad k > 0

  2. 2

    The shape. A cylinder of radius 44: V=π(4)2h=16πhV = \pi(4)^2h = 16\pi h, so dVdh=16π\frac{\mathrm{d}V}{\mathrm{d}h} = 16\pi

  3. 3

    The bridge. dhdt=dVdt÷dVdh=−kV16π\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}h} = \frac{-k\sqrt{V}}{16\pi}

  4. 4

    The answer must be in terms of hh only, so replace VV by 16πh16\pi h inside the square root: dhdt=−k16πh16π\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{-k\sqrt{16\pi h}}{16\pi}

    Leaving V in the answer is a common slip — the equation has to link h and t only.

  5. 5

    Split the square root: 16πh=16 π h=4π h\sqrt{16\pi h} = \sqrt{16}\,\sqrt{\pi}\,\sqrt{h} = 4\sqrt{\pi}\,\sqrt{h}. So dhdt=−4kπ h16π\frac{\mathrm{d}h}{\mathrm{d}t} = \frac{-4k\sqrt{\pi}\,\sqrt{h}}{16\pi}

  6. 6

    Cancel: 416=14\dfrac{4}{16} = \dfrac14 and ππ=1π\dfrac{\sqrt{\pi}}{\pi} = \dfrac{1}{\sqrt{\pi}}, giving dhdt=−k4πh\frac{\mathrm{d}h}{\mathrm{d}t} = -\frac{k}{4\sqrt{\pi}}\sqrt{h}

  7. 7

    The whole of k4π\dfrac{k}{4\sqrt{\pi}} is a fixed positive number, so call it λ\lambda: dhdt=−λh■\frac{\mathrm{d}h}{\mathrm{d}t} = -\lambda\sqrt{h} \quad\blacksquare

    The last mark is for saying WHY λ is a constant: it is made only of k and π, both fixed.

Answer

shown, with λ=k4π\lambda = \dfrac{k}{4\sqrt{\pi}}

When the shape changes as it grows

In the examples so far the base area was fixed, so dVdh\dfrac{\mathrm{d}V}{\mathrm{d}h} was a number. When the container itself grows — a balloon, or a box whose sides depend on xx — the volume is a genuine function of the variable and dVdx\dfrac{\mathrm{d}V}{\mathrm{d}x} depends on xx. The method does not change: write VV in terms of the variable, differentiate, and use the same bridge.

A box whose dimensions change, inversely proportional to t

9709/33 M/J 2024 Q9(a)5 marks

A container in the shape of a cuboid has a square base of side xx and a height of (10−x)(10 - x). It is given that xx varies with time, tt, where t>0t > 0. The container decreases in volume at a rate which is inversely proportional to tt.

When t=110t = \frac{1}{10}, x=12x = \frac12 and the rate of decrease of xx is 2037\frac{20}{37}.

Show that xx and tt satisfy the differential equation dxdt=−12t(20x−3x2)\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{-1}{2t(20x - 3x^2)}

Fig. 2 — the cuboid with square base of side x and height 10 − x.

Fig. 2 — the cuboid with square base of side x and height 10 − x.

Show full working
  1. 1

    The shape. Volume = base × height: V=x×x×(10−x)=x2(10−x)=10x2−x3V = x \times x \times (10 - x) = x^2(10 - x) = 10x^2 - x^3

  2. 2

    Differentiate term by term with respect to xx: dVdx=20x−3x2\frac{\mathrm{d}V}{\mathrm{d}x} = 20x - 3x^2

    One mark on its own. The volume depends on x in a non-linear way, so this derivative is not a constant.

  3. 3

    The rate. The volume decreases at a rate inversely proportional to tt: dVdt=−kt,k>0\frac{\mathrm{d}V}{\mathrm{d}t} = -\frac{k}{t}, \quad k > 0

  4. 4

    The bridge. dxdt=dVdt÷dVdx=−kt(20x−3x2)\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}x} = \frac{-k}{t(20x - 3x^2)}

  5. 5

    Find kk. "The rate of decrease of xx is 2037\tfrac{20}{37}" means dxdt=−2037\dfrac{\mathrm{d}x}{\mathrm{d}t} = -\dfrac{20}{37}.

    The scheme withholds the last mark if dx/dt = +20/37 is used — a rate of DEcrease is a negative derivative.

  6. 6

    Work out 20x−3x220x - 3x^2 at x=12x = \tfrac12: 20(12)−3(14)=10−34=37420\left(\tfrac12\right) - 3\left(\tfrac14\right) = 10 - \tfrac34 = \tfrac{37}{4}.

  7. 7

    Substitute t=110t = \tfrac{1}{10} and this value: −2037=−k110×374=−k3740=−40k37-\frac{20}{37} = \frac{-k}{\tfrac{1}{10} \times \tfrac{37}{4}} = \frac{-k}{\tfrac{37}{40}} = -\frac{40k}{37}

  8. 8

    Both sides have denominator 3737, so compare numerators: 20=40k20 = 40k, giving k=12k = \tfrac12.

  9. 9

    Substitute k=12k = \tfrac12: dxdt=−12t(20x−3x2)=−12t(20x−3x2)■\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{-\tfrac12}{t(20x - 3x^2)} = \frac{-1}{2t(20x - 3x^2)} \quad\blacksquare

Answer

shown, with k=12k = \tfrac12

Your turn

Start with pure translations, then a volume-to-radius bridge for a sphere, and finally a gradient built from geometry. In every “show that”, derive — never substitute the printed answer back in.

  1. 19709/35 O/N 2025 Q11(a)1 mark

    A fungal disease is affecting some of the trees in a forest. The fraction of the trees affected after tt years is denoted by xx. The rate of increase of xx is proportional to the product of the fraction of the trees affected and the fraction of the trees not affected.

    Explain why, after tt years, dxdt=kx(1−x)\dfrac{\mathrm{d}x}{\mathrm{d}t} = kx(1 - x), where kk is a constant.

    Stuck? Show hint

    If x is the fraction affected, what fraction of the whole forest is not?

    Show solution
    1. 1

      The whole forest is the fraction 11. The fraction not affected is what is left when the affected fraction xx is taken away: 1−x1 - x.

      The mark is for explaining where the factor 1 − x comes from.

    2. 2

      "Proportional to the product" of the two fractions: multiply them and put a constant in front: dxdt=kx(1−x)■\frac{\mathrm{d}x}{\mathrm{d}t} = kx(1 - x) \quad\blacksquare

    Answer

    xx affected and 1−x1 - x not affected; their product times a constant kk

  2. 29709/33 M/J 2017 Q8(i)1 mark

    In a certain chemical reaction, a compound AA is formed from a compound BB. The masses of AA and BB at time tt after the start of the reaction are xx and yy respectively and the sum of the masses is equal to 5050 throughout the reaction. At any time the rate of increase of the mass of AA is proportional to the mass of BB at that time.

    Explain why dxdt=k(50−x)\dfrac{\mathrm{d}x}{\mathrm{d}t} = k(50 - x), where kk is a constant.

    Stuck? Show hint

    Use x + y = 50 to write the mass of B in terms of x.

    Show solution
    1. 1

      The rate of increase of the mass of AA is dxdt\dfrac{\mathrm{d}x}{\mathrm{d}t}, and it is proportional to the mass of BB: dxdt=ky\dfrac{\mathrm{d}x}{\mathrm{d}t} = ky.

    2. 2

      The masses always add to 5050: x+y=50x + y = 50, so y=50−xy = 50 - x.

    3. 3

      Substitute: dxdt=k(50−x)■\frac{\mathrm{d}x}{\mathrm{d}t} = k(50 - x) \quad\blacksquare

    Answer

    dxdt=ky\dfrac{\mathrm{d}x}{\mathrm{d}t} = ky and y=50−xy = 50 - x

  3. 39709/33 O/N 2022 Q10(a)1 mark

    A gardener is filling an ornamental pool with water, using a hose that delivers 3030 litres of water per minute. Initially the pool is empty. At time tt minutes after filling begins the volume of water in the pool is VV litres. The pool has a small leak and loses water at a rate of 0.01V0.01V litres per minute.

    The differential equation satisfied by VV and tt is of the form dVdt=a−bV\dfrac{\mathrm{d}V}{\mathrm{d}t} = a - bV. Write down the values of the constants aa and bb.

    Show solution
    1. 1

      Rate in minus rate out: dVdt=30−0.01V\dfrac{\mathrm{d}V}{\mathrm{d}t} = 30 - 0.01V.

    2. 2

      Compare with a−bVa - bV: the constant term is a=30a = 30 and the coefficient of VV is b=0.01b = 0.01.

    Answer

    a=30a = 30, b=0.01b = 0.01

  4. 4

    A drug is removed from the bloodstream at a rate proportional to the amount present, mm mg. When m=40m = 40, the amount is decreasing at 22 mg per hour. Form a differential equation for mm in terms of tt (hours), with no unknown constants.

    Stuck? Show hint

    Decreasing means a minus sign; then substitute the rate you are given.

    Show solution
    1. 1

      Decreasing, proportional to mm: dmdt=−km\dfrac{\mathrm{d}m}{\mathrm{d}t} = -km with k>0k > 0.

    2. 2

      "Decreasing at 22 mg per hour" means dmdt=−2\dfrac{\mathrm{d}m}{\mathrm{d}t} = -2 when m=40m = 40. Substitute: −2=−40k-2 = -40k.

      Both sides negative — the minus signs cancel and k comes out positive, as it should.

    3. 3

      Divide by −40-40: k=0.05k = 0.05. So dmdt=−0.05m\dfrac{\mathrm{d}m}{\mathrm{d}t} = -0.05m.

    Answer

    dmdt=−0.05m\dfrac{\mathrm{d}m}{\mathrm{d}t} = -0.05m

  5. 59709/32 O/N 2024 Q10(a)3 marks

    A balloon in the shape of a sphere has volume VV and radius rr. Air is pumped into the balloon at a constant rate of 40π40\pi starting when time t=0t = 0 and r=0r = 0. At the same time, air begins to flow out of the balloon at a rate of 0.8πr0.8\pi r. The balloon remains a sphere at all times.

    Show that rr and tt satisfy the differential equation drdt=50−r5r2\dfrac{\mathrm{d}r}{\mathrm{d}t} = \dfrac{50 - r}{5r^2}.

    Stuck? Show hint

    Flows, shape, bridge — the shape is a sphere, so differentiate 4/3 πr³ with respect to r.

    Show solution
    1. 1

      The flows. In at 40π40\pi, out at 0.8πr0.8\pi r: dVdt=40π−0.8πr\frac{\mathrm{d}V}{\mathrm{d}t} = 40\pi - 0.8\pi r

    2. 2

      The shape. V=43πr3V = \tfrac43\pi r^3, so dVdr=3×43πr2=4πr2\frac{\mathrm{d}V}{\mathrm{d}r} = 3 \times \tfrac43\pi r^2 = 4\pi r^2

    3. 3

      The bridge. drdt=dVdt÷dVdr=40π−0.8πr4πr2\frac{\mathrm{d}r}{\mathrm{d}t} = \frac{\mathrm{d}V}{\mathrm{d}t} \div \frac{\mathrm{d}V}{\mathrm{d}r} = \frac{40\pi - 0.8\pi r}{4\pi r^2}

    4. 4

      Every term has a factor π\pi; cancel it: drdt=40−0.8r4r2\frac{\mathrm{d}r}{\mathrm{d}t} = \frac{40 - 0.8r}{4r^2}

    5. 5

      Multiply top and bottom by 1.251.25 to clear the decimal (40×1.25=5040 \times 1.25 = 50, 0.8×1.25=10.8 \times 1.25 = 1, 4×1.25=54 \times 1.25 = 5): drdt=50−r5r2■\frac{\mathrm{d}r}{\mathrm{d}t} = \frac{50 - r}{5r^2} \quad\blacksquare

      1.25 is chosen because it turns 0.8 into exactly 1.

    Answer

    shown

  6. 69709/33 M/J 2021 Q7(a)3 marks

    For the curve shown in the diagram, the normal to the curve at the point PP with coordinates (x,y)(x, y) meets the xx-axis at NN. The point MM is the foot of the perpendicular from PP to the xx-axis. The curve is such that for all values of xx in the interval 0≤x<12π0 \le x < \frac12\pi, the area of triangle PMNPMN is equal to tan⁡x\tan x.

    (i) Show that MNy=dydx\dfrac{MN}{y} = \dfrac{\mathrm{d}y}{\mathrm{d}x}. [1]
    (ii) Hence show that xx and yy satisfy the differential equation 12y2dydx=tan⁡x\tfrac12y^2\dfrac{\mathrm{d}y}{\mathrm{d}x} = \tan x. [2]

    Fig. 7.1 — the curve, the point P(x, y), the foot M and the point N where the normal at P meets the x-axis.

    Fig. 7.1 — the curve, the point P(x, y), the foot M and the point N where the normal at P meets the x-axis.

    Stuck? Show hint

    The normal is perpendicular to the tangent, so its gradient is −1 ÷ (dy/dx). Find the gradient of PN from the triangle.

    Show solution
    1. 1

      (i) The tangent at PP has gradient dydx\dfrac{\mathrm{d}y}{\mathrm{d}x}. The normal is perpendicular to it, so its gradient is −1dy/dx-\dfrac{1}{\mathrm{d}y/\mathrm{d}x}.

    2. 2

      Now read the gradient of PNPN from the triangle. Going from PP to NN, the line drops by PM=yPM = y while moving right by MNMN. So its gradient is −yMN-\dfrac{y}{MN}.

    3. 3

      These are the same line, so the gradients are equal: −yMN=−1dy/dx-\frac{y}{MN} = -\frac{1}{\mathrm{d}y/\mathrm{d}x}

    4. 4

      Remove the minus signs and take the reciprocal of both sides: MNy=dydx■\frac{MN}{y} = \frac{\mathrm{d}y}{\mathrm{d}x} \quad\blacksquare

    5. 5

      (ii) From (i), MN=ydydxMN = y\dfrac{\mathrm{d}y}{\mathrm{d}x}. Triangle PMNPMN has a right angle at MM, so its area is 12×PM×MN\tfrac12 \times PM \times MN.

    6. 6

      Substitute PM=yPM = y and MN=ydydxMN = y\dfrac{\mathrm{d}y}{\mathrm{d}x}: area=12×y×ydydx=12y2dydx\text{area} = \tfrac12 \times y \times y\frac{\mathrm{d}y}{\mathrm{d}x} = \tfrac12y^2\frac{\mathrm{d}y}{\mathrm{d}x}

    7. 7

      The area equals tan⁡x\tan x, so 12y2dydx=tan⁡x■\tfrac12y^2\frac{\mathrm{d}y}{\mathrm{d}x} = \tan x \quad\blacksquare

    Answer

    shown

Practise forming a differential equationReal past-paper questions · Formulating differential equations from rate-of-change statements

The rest of this note

Checking your access…

Can you do all of these?

  • Name what is changing and against what, then write the derivative

  • Put a minus sign in for “decreases” or “rate of decrease”

  • Turn “proportional to” into a constant k times the quantity

  • Find k from a rate given at one moment by substituting the variable and the derivative

  • Derive a printed “show that” — never verify it

  • Write dV/dt (rate in − rate out) and dV/dh as separate lines, then use the chain rule

  • Replace V by its formula so the final equation links only the two variables asked for

  • Split the right-hand side into (x-part) × (y-part), using index laws if needed

  • Separate completely, then integrate each side with respect to its own variable

  • Include exactly one constant of integration

  • Substitute the condition straight after integrating, before rearranging

  • Use the t = 0 condition for c first, then the second condition for k

  • Remove logs correctly: ea+ln⁡b=b ea\mathrm{e}^{a + \ln b} = b\,\mathrm{e}^a, never a sum

  • Stop at the form asked for: y, t, y², a relation, a single log or an exact value

  • Spot “derivative over function” and 1/(ax + b) logs, including tan and cot

  • Use a double-angle or reciprocal identity before integrating sin², cos² or 1/(1 + cos 2θ)

  • Factor out the coefficient of x² before using the inverse tangent result

  • Split (px + q)/(x² + a²) into a log part and an inverse tangent part

  • Use partial fractions for a factorising denominator, dividing first if the fraction is improper

  • Use integration by parts for a product, with u the part that simplifies

  • Use a derivative proved in an earlier part when the question says “hence”

  • Work in radians whenever trig values are substituted

  • Read long-term behaviour from the sign of the power of e, and say why a limit is never reached

  • Give an exact limit when “exact” is asked for, and a number when a physical value is

  • Translate events into values (empty means h = 0) and answer in the words of the context

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