Bump Functions, part 1
Dealing with an unexpected breach of my GMail address book kept me busy yesterday. But at least I get this one up before today’s activities.
Now we come to the heart of our partitions of unity: the bump functions. These are like smooth analogues of characteristic functions. A characteristic function is defined as
on a set and
off of it. We can use them (and have!) to “mask” off a function
; multiply
by
and suddenly
is supported on
. But doing this introduces some nasty discontinuities.
A bump function fixes the problem by smoothly tailing off to zero between an inner set
and an outer open set
that contains the closure of
. Then the product
will be at least as smooth as the original function
was, except in the case of analytic functions. On
,
is identically
, and so
for points
. Outside of
,
.
So let be the open cube in
consisting of those vectors with each of their components in the interval
. We will start by constructing a bump function between
and
.
The real core here is the function
I leave it to you to verify that this function is, in fact, smooth at ; show that each derivative of the function on the right is zero at this point. It’s clearly not analytic, though, since its Taylor series at this point sums to the zero function.
Now, consider the function . If
or
, one or the other factor is zero, and so the product is supported inside
. We can also write down
, which is everywhere strictly greater than zero, meaning we can divide by it:
If then
, while if
then
. So on the whole interval
, this quotient is exactly
.
Therefore is a bump function between the intervals
and
in
. For
, just define
and we have a suitable bump function between the cubes and
for any dimension.
