1. KKT conditions
local optimal solution; global optimal solution; strict optimal solution
Pay attention to the transformation of several types of non-smooth functions;
Characteristics of Optimal Solutions for Constrained Optimization
First-order necessary conditions for optimal solutions (Karush-Kuhn-Tucker, KKT conditions )