Hessian Matrix¶
Definition¶
A square matrix of second order partial derivatives of a function \(f\).
If the Hessian is positive definite (Positive Definite Matrices) on all points in a graph, then the graph is strictly convex.
This implies that there is at most one stationary point, and if it exists, then it is the global minimum.