A Hilbert space is a vector space with an inner product
such that the norm
defined by
turns
into a complete metric space. If the metric
defined by the norm is not complete,
then
is instead known as an inner product space.
Examples of finite-dimensional Hilbert spaces include
1. The real numbers with
the vector dot product
of
and
.
2. The complex numbers with
the vector dot product
of
and the complex
conjugate of
.
An example of an infinite-dimensional Hilbert space is , the set of
all functions
such that the integral
of
over the whole real
line is finite. In this case, the inner
product is
A Hilbert space is always a Banach space, but the converse need not hold.
A (small) joke told in the hallways of MIT ran, "Do you know Hilbert? No? Then what are you doing in his space?" (S. A. Vaughn, pers. comm., Jul. 31, 2005).