Find the roundoff error in evaluating an expression with machine numbers:
This dominates the approximation error since the increment is so small:
Find the representation error of a machine number:
The error is small because this is the closest machine number to

:
The distance between nearest machine numbers is a power of two:
Raise the precision of coefficients in a differential equation to check error:
Find the solutions computed at machine precision and precision 32:
Plot the two solutions. They have deviated by

, indicating significant error:
Override the default accuracy and precision model:
This loses precision more slowly than the default model that treats operations as independent:
Nonetheless, all digits given are correct:
The bit loss per iteration is justified because the map is effectively a shift map: