Gradient vector

Definition

Generic definition

Suppose $f$ is a function of many variables. We can view $f$ as a function of a vector variable. The gradient vector at a particular point in the domain is a vector whose direction captures the direction (in the domain) along which changes to $f$ are concentrated, and whose magnitude is the directional derivative in that direction.