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expY

expY is a mathematical notation that can refer to the exponential operation applied to an object Y. In the scalar case, expY denotes the standard exponential function e^Y, defined for real (and complex) values. It is strictly increasing on the real line and satisfies basic laws such as exp(0) = 1 and exp(a + b) = exp(a)exp(b) when a and b commute.

When Y is a square matrix, exp(Y) usually means the matrix exponential, defined by the convergent power

For a vector-valued argument, exp(Y) is often interpreted elementwise in some contexts (Hadamard exponentials), or it

Computationally, the matrix exponential is commonly obtained through scaling and squaring combined with Padé approximants, or

Applications span differential equations, quantum mechanics, computer graphics, and stochastic processes, where exp(Y) provides a compact

series
exp(Y)
=
sum_{k=0}^∞
Y^k
/
k!.
This
matrix
exponential
is
invertible,
with
inverse
exp(-Y),
and
satisfies
det(exp(Y))
=
exp(tr(Y)).
It
plays
a
central
role
in
solving
linear
differential
equations
and
in
studying
linear
dynamical
systems.
For
diagonalizable
matrices,
exp(Y)
can
be
computed
as
P
exp(D)
P^{-1},
where
Y
=
P
D
P^{-1}
and
D
is
diagonal.
may
be
left
undefined
without
additional
structure.
In
many
applications,
especially
in
linear
algebra
and
control
theory,
the
matrix
exponential
is
used
to
describe
state
evolution
via
y'(t)
=
Y
y(t),
with
solution
y(t)
=
exp(tY)
y(0).
via
eigenvalue
decompositions
when
available.
description
of
continuous-time
evolution
and
growth.
The
concept
has
historical
roots
in
the
scalar
exponential
function
and
was
extended
to
matrices
by
early
20th-century
mathematicians,
later
becoming
a
fundamental
tool
in
applied
mathematics.