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The set of -functions generalizes L2-space. Instead of square
integrable, the measurable
function must be -integrable for
to be in .
On a measure space , the norm of a function
is
The -functions are the functions for which this integral
converges. For , the space of -functions is
a Banach space which is not a Hilbert space.
The -space on , and in most
other cases, is the completion of
the continuous functions with compact
support using the norm. As in the case of an L2-space, an -function is
really an equivalence class of functions which agree almost everywhere. It is possible for a sequence of functions
to converge in but not in for some other , e.g., converges in but not . However, if a sequence converges in and in , then its limit must be the same in both spaces.
For , the dual
space to is given by integrating against functions
in , where . This
makes sense because of Hölder's
inequality for integrals. In particular, the only -space which
is self-dual is .
While the use of functions is not as common as , they are very important in analysis
and partial differential
equations. For instance, some operators
are only bounded in for some .
This entry contributed by Todd Rowland
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