Step by step
The question
Question: use Euler's method on dy/dx = y², with y(0) = 1, step 0.1, to find y(0.3).
1 The idea
We cannot solve it exactly here.
So we walk: from a point, follow its slope for a short step h.
Then look at the slope again.
New y = old y + h times the slope.
2 The step size
From x = 0 to x = 0.3, in steps of 0.1: that is 3 steps.
3 Go to x = 0.1
The slope at our point (0, 1): put x and y into y².
It is 1.
New y = old y + h times the slope: 1 + 0.1 × 1, which is 1.1.
Now we are at x = 0.1.
Careful!
Times the step size h!
We only move 0.1 to the right, so y changes by 0.1 times the slope.
4 Go to x = 0.2
The slope at (0.1, 1.1) is 1.21.
New y: 1.1 + 0.1 × 1.21 = 1.221.
5 Go to x = 0.3
The slope at (0.2, 1.221) is 1.4908.
New y: 1.221 + 0.1 × 1.4908 = 1.3701.
All the points in a table.
So y(0.3) ≈ 1.3701.
6 Check
Let's check: a calculator with very tiny steps gives about 1.4286.
Close to our 1.3701.
Euler is a bit low: the slope changes during each step.
Smaller steps get closer.
Right!
Let's look back.
First: the idea.
Then: the step size.
Then: go to x = 0.1.
Then: go to x = 0.2.
Then: go to x = 0.3.
Last: check.