A
function is a function that is differentiable for all degrees of differentiation.
For instance,
(left figure above) is
because its
th derivative
exists and is continuous.
All polynomials are
. The reason for the notation
is that Ck functions have
continuous derivatives.
functions are also called "smooth"
because neither they nor their derivatives have "corners,"
which would make their function graph look somewhat
rough. For example,
is not smooth (right figure above).
There are special functions which are very useful in analysis
and geometry. For example, there are smooth
functions called bump functions, which are smooth approximations to a characteristic
function. Typically, these functions require some
calculus to show that they are indeed
.
Any real analytic function is smooth. But a smooth function is not necessarily real
analytic. For instance, a nonzero real
analytic function on cannot be a bump function.
Consider the following function, whose Taylor
series at 0 is identically zero, yet the function
is not zero:
|
(1)
|
The function goes to zero very quickly as
. One property of smooth
functions is that they can look very different at different scales.
The function space of smooth functions on a nondegenerate compact closed interval, with the topology of uniform convergence of every derivative, is a Fréchet space. This topology cannot be defined by a single norm, so the function space is not a Banach space in this topology.