The term "gradient" has several meanings in mathematics. The simplest is as a synonym for slope.
The more general gradient, called simply "the" gradient in vector analysis, is a vector operator denoted and sometimes also called del or nabla. It is most often applied to a real function of three variables
, and may be denoted
| (1) |
For general curvilinear coordinates, the gradient is given by
| (2) |
which simplifies to
| (3) |
The direction of is the orientation in which the directional derivative has the largest value and
is the value of that directional derivative. Furthermore, if
, then the gradient is perpendicular to the level curve through
if
and perpendicular to the level surface through
if
.
In tensor notation, let
| (4) |
be the line element in principal form. Then
| (5) |
For a matrix ,
| (6) |
For expressions giving the gradient in particular coordinate systems, see curvilinear coordinates.