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By the end of these notes, you will be able to:
In real life and in experiments, many relationships between two variables are not linear — meaning if you plot them on a graph, you get a curve, not a straight line.
Curves are much harder to work with than straight lines. It is difficult to read precise values from a curve or to find the equation of a curve from a graph.
The clever solution is this: change what you plot on each axis so that the curve becomes a straight line. This process is called linearisation or applying the linear law.
Once you have a straight line, you can:
Every straight line can be written as:
Y=mX+c
where:
Your job is always to rearrange the given non-linear equation until it looks exactly like Y=mX+c, then match up the pieces.
This type of equation involves x raised to a power n. To linearise it, take logarithms (base 10, written lg) of both sides.
Step-by-step:
y=Axn
Take lg of both sides:
lgy=lg(Axn)
Use log rules: lg(AB)=lgA+lgB and lgxn=nlgx:
lgy=lgA+nlgx
Rearrange to match Y=mX+c:
lgy=nlgx+lgA
Now compare:
| Part of Y=mX+c | What it equals |
|---|---|
| Y | lgy |
| X | lgx |
| m (gradient) | n |
| c (Y-intercept) | lgA |
So you plot lgy on the vertical axis against lgx on the horizontal axis. You get a straight line with gradient n and Y-intercept lgA.
Finding the constants:
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