I\'ve read about the difference between double precision and single precision. However, in most cases, float
and double
seem to be interchangeable,
Here is what the standard C99 (ISO-IEC 9899 6.2.5 §10) or C++2003 (ISO-IEC 14882-2003 3.1.9 §8) standards say:
There are three floating point types:
float
,double
, andlong double
. The typedouble
provides at least as much precision asfloat
, and the typelong double
provides at least as much precision asdouble
. The set of values of the typefloat
is a subset of the set of values of the typedouble
; the set of values of the typedouble
is a subset of the set of values of the typelong double
.
The C++ standard adds:
The value representation of floating-point types is implementation-defined.
I would suggest having a look at the excellent What Every Computer Scientist Should Know About Floating-Point Arithmetic that covers the IEEE floating-point standard in depth. You'll learn about the representation details and you'll realize there is a tradeoff between magnitude and precision. The precision of the floating point representation increases as the magnitude decreases, hence floating point numbers between -1 and 1 are those with the most precision.