In mathematics, Hadamard's lemma, named after Jacques Hadamard, is essentially a first-order form of Taylor's theorem, in which we can express a smooth, real-valued function exactly in a convenient manner.
Statement
Hadamard's lemma—Let
be a smooth, real-valued function defined on an open, star-convex neighborhood
of a point
in
-dimensional Euclidean space. Then
can be expressed, for all
in the form:
where each
is a smooth function on
and
Proof
Proof
Let
Define
by
Then
which implies
But additionally,
so by letting
the theorem has been proven.
Consequences and applications
Proof
By applying an invertible affine linear change in coordinates, it may be assumed without loss of generality that
and
By Hadamard's lemma, there exist
such that
For every
let
where
implies
Then for any
Each of the
terms above has the desired properties.
See also
Citations
References