The directional derivative of a real-valued function at a point
in the direction
of a nonzero vector
is the limit
|
(1)
|
when this limit exists, where is the corresponding unit
vector. If
is differentiable at
, then the chain rule gives
|
(2)
|
where
is the gradient and
is called "nabla" or
"del" (Lebl 2026, pp. 40-42). Existence of
the partial derivatives alone does not justify
this gradient formula. All directional derivatives can
exist at a point where
is not differentiable (Lebl
2026, pp. 44-45).
For a differentiable function, directional differentiation is also written in the notation
|
(3)
| |||
|
(4)
|
where
denotes a unit vector in any given direction and
denotes a partial derivative.
Let
be a unit vector in Cartesian
coordinates, so
|
(5)
|
then
|
(6)
|