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NotesMath AI HLTopic 5.18Euler's method for 2nd-order & coupled systems
Back to Math AI HL Topics
5.18.12 min read

Euler's method for 2nd-order & coupled systems

IB Mathematics: Applications and Interpretation • Unit 5

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Contents

  • Turn a coupled system into one Euler table
  • Reduce a 2nd-order DE to a coupled system
Picture: two dials moving at once: Imagine two animal populations — rabbits R and foxes F — each changing at a rate that depends on both numbers. You have two rate equations running side by side: a coupled system.

Euler's method handles this by taking one small time-step h and nudging both quantities forward at the same time, using the rates calculated from the current row.

The golden rule: compute all the rates from the old values first, then update everything together — never feed a freshly-updated R into the fox rate for the same step.
Euler for a coupled system dx/dt = f, dy/dt = g — both updates use the SAME old row (t_n, x_n, y_n).

IB-style question — rabbits and foxes

A reserve models its rabbit population R (hundreds) and fox population F (tens) by dR/dt = 0.5R − 0.4F and dF/dt = 0.3R − 0.6F, where t is in years. Initially R = 10 and F = 4.

Use Euler's method with step length h = 0.5 to estimate R and F after 1 year.

Step by step

  1. Reaching t = 1 from t = 0 in steps of 0.5 needs 1/0.5 = 2 steps. Start by finding both rates at the first row.
  2. Step 1: update BOTH from the old row, then advance t.
  3. Recompute the rates at the new row (t = 0.5).
  4. Step 2: update again to reach t = 1.

Final answer

After 1 year the model estimates R ≈ 13.8 (so ≈ 1380 rabbits) and F ≈ 4.77 (so ≈ 48 foxes). Both rates were always read off the SAME old row before stepping — that is what stops the two equations contaminating each other.

Lay it out as a table: Always draw a table with columns n, t, x (or R), y (or F), and the two derivatives. Fill the derivatives for a row first, then write the next row underneath.

On the GDC you can store this as a recurrence or a spreadsheet — but in the exam, neatly counting rows is what earns the marks and avoids the off-by-one trap.
Name the velocity, and the second-order DE splits in two: A second-order DE like d²x/dt² = g(t, x, dx/dt) describes things with acceleration — a spring, a falling object, an oscillating circuit.

The trick: give the first derivative its own name, v = dx/dt. Now d²x/dt² is just dv/dt, so the single second-order equation becomes a coupled pair:

• dx/dt = v (definition of v) • dv/dt = g(t, x, v) (the original DE, rewritten)

That is exactly the form Euler can step — apply the coupled rule to x and v together.
Set v = dx/dt to reduce any 2nd-order DE to two first-order equations.
Euler then steps x with the old v, and v with the old acceleration g.

IB-style question — a vibrating spring

A mass on a spring obeys d²x/dt² = −4x, where x is the displacement from rest (cm) and t is in seconds. It is released from rest at x = 3 cm, so x(0) = 3 and dx/dt = 0 at t = 0.

(a) Write the system as two first-order equations. (b) Use Euler's method with h = 0.1 to estimate the displacement at t = 0.2 s.

Step by step

  1. (a) Let v = dx/dt. Then the second-order DE becomes a coupled pair.
  2. (b) Reaching t = 0.2 in steps of 0.1 is 2 steps. Row 0: x₀ = 3, v₀ = 0, so the acceleration is −4(3) = −12.
  3. Step 1: x uses the old v, v uses the old acceleration.
  4. New acceleration at row 1: −4(3) = −12. Step 2 to reach t = 0.2.

Final answer

(a) dx/dt = v, dv/dt = −4x. (b) The estimated displacement at t = 0.2 s is x ≈ 2.88 cm. Notice x barely moved on the first step because the spring started from rest (v₀ = 0) — Euler only lets the velocity build up gradually.

The derivative column you actually use: For a 2nd-order DE your table needs four working columns: n, t, x, v — plus the acceleration dv/dt = g(t, x, v) that drives the v-update.

Write the acceleration for a row before stepping. The x-update only ever needs v, but the v-update needs g, so it pays to compute g explicitly each row.

IB Exam Questions on Euler's method for 2nd-order & coupled systems

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How Euler's method for 2nd-order & coupled systems Appears in IB Exams

Examiners use specific command terms when asking about this topic. Here's what to expect:

Define

Give the precise meaning of key terms related to Euler's method for 2nd-order & coupled systems.

AO1
Describe

Give a detailed account of processes or features in Euler's method for 2nd-order & coupled systems.

AO2
Explain

Give reasons WHY — cause and effect within Euler's method for 2nd-order & coupled systems.

AO3
Evaluate

Weigh strengths AND limitations of approaches in Euler's method for 2nd-order & coupled systems.

AO3
Discuss

Present arguments FOR and AGAINST with a balanced conclusion.

AO3

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11 practice questions on Euler's method for 2nd-order & coupled systems

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