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dx

dX denotes the differential of a variable X or the infinitesimal change in X. The exact meaning depends on the mathematical setting. In single-variable calculus, if X is a differentiable function of a parameter t, then dX = (dX/dt) dt, representing the small change in X corresponding to an infinitesimal change in t. For a vector-valued X(t) = (X1(t), ..., Xn(t)), the differential is dX = (dX1, ..., dXn), with each dXi = (dXi/dt) dt in the simple one-parameter case.

In stochastic calculus, dX_t denotes the infinitesimal increment of a stochastic process X_t and is treated

In differential geometry, the differential of a smooth map X: M -> N at a point p, denoted

Because dX is context dependent, it is best interpreted with the surrounding notation. It is a standard

as
a
formal
differential
obeying
Ito
rules.
For
example,
if
X_t
=
μ
t
+
σ
W_t,
then
dX_t
=
μ
dt
+
σ
dW_t,
where
W_t
is
standard
Brownian
motion,
and
(dW_t)^2
=
dt.
In
such
contexts,
cross
terms
like
dt
dW_t
are
zero
in
Ito
calculus.
dX_p,
is
a
linear
map
between
the
tangent
spaces
T_pM
and
T_{X(p)}N.
When
X
represents
a
coordinate
function,
its
differential
components
dX_i
describe
infinitesimal
changes
along
coordinate
directions.
tool
across
calculus,
probability,
physics,
and
geometry
to
model
infinitesimal
changes,
increments,
or
linearizations
of
X.