First, one must find critical points. Three different types of critical points were defined (types 1, 2 and 3), in terms of partial derivatives being either zero or undefined. These concepts were illustrated by various Maple Examples.
Classification of type 3 critical points into local max, local min, and saddle points, can be done using the second derivatives test.