The Hessian matrix is a square matrix of second-order partial derivatives of a multivariable function. The Hessian is the Jacobian of the gradient of a multivariable function.

The Hessian is primarily used in the second partial derivative test to determine the curvature of a function at a point.

Definition

Given a multivariable function the Hessian can be defined as