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expAB

expAB denotes the matrix exponential of the product AB, where A and B are square matrices of compatible size. If AB is an n by n matrix, the matrix exponential exp(AB) is defined by the power series exp(AB) = I + AB + (AB)^2/2! + (AB)^3/3! + ... . This makes exp(AB) well-defined for any AB whose spectrum lies in the complex plane, with convergence guaranteed by the properties of the exponential series.

In general, there is no simple relation that reduces exp(AB) to a combination of exp(A) and exp(B).

Computation of exp(AB) is a common task in linear differential equations, control theory, and quantum mechanics.

For
example,
exp(AB)
does
not
equal
exp(A)
exp(B)
in
most
cases.
Special
care
is
needed
when
A
and
B
commute
or
when
AB
has
particular
structure.
If
AB
is
nilpotent
(for
instance,
(AB)^k
=
0
for
some
k),
the
exponential
reduces
to
a
finite
polynomial:
exp(AB)
=
I
+
AB
+
(AB)^2/2!
+
...
+
(AB)^{k-1}/(k-1)!.
This
can
simplify
calculations
significantly
in
such
cases.
For
numerical
evaluation,
methods
such
as
scaling
and
squaring
combined
with
Padé
approximants
are
widely
used,
along
with
eigenvalue
decompositions
when
AB
is
diagonalizable.
The
matrix
exponential
encodes
continuous-time
evolution
in
systems
described
by
AB,
with
applications
ranging
from
solving
x'(t)
=
AB
x(t)
to
modeling
linear
dynamical
systems
and
time
evolution
in
physics.