Error from subtracting nearly equal numbers

[evinda]

Hey! I am looking at an exercise in Numerical Analysis and I got stuck.
Why do we have a huge error when we substact two almost equal numbers?

 

[I like Serena]

Hey! I am looking at an exercise in Numerical Analysis and I got stuck.
Why do we have a huge error when we substact two almost equal numbers?

Hey evinda!

Suppose we calculate $1.000001 - 1$.
In a "float" you can only keep 7 significant digits, so the first number cannot have more reliable digits than it already has.
The accuracy of both numbers is $\pm 0.0000005$.
Or as a percentage: $$\frac{0.0000005}{1} \times 100\% = 0.00005 \%$$, which is a pretty small error.The result of the subtraction is $0.000001$, but its accuracy is still about $0.0000005$.
Or as a percentage $$\frac{0.0000005}{0.000001} \times 100\% = 50 \%$$I'd say that is quite a large error relatively speaking. Don't you?

 

[evinda]

Great...I got it...Thank you very much!