Free entropy is an entropy for tuples of noncommuting self-adjoint variables, with microstates and nonmicrostates definitions. For a bounded tuple in a von
Neumann algebra with a faithful normal tracial state
, the microstates version measures volumes
of matrix approximations to its moments. Let
consist of self-adjoint
matrix
tuples whose coordinate operator norms are at most
and whose normalized trace moments of
all words of length at most
differ from those of
by less than
. Then
where
is a positive integer and volume
uses the real Euclidean structure from the unnormalized Hilbert-Schmidt inner
product. The microstates free entropy is
. Both
the operator-norm cutoff and the upper limit over
matrix sizes are part of this convention.
The nonmicrostates version is
where
is free Fisher information and
is a variance-one semicircular
family freely independent of
. The free
entropy equality problem asks whether these two quantities agree when the microstates
entropy is finite.