Canonical Duality Function for a Class of Nonlinear Optimization

Abstract:

How to get a global minimum of a function over a sphere is studied. Differential equation and canonical dual function are introduced to formulate the perfect duality theory, which shows the relationship between the KKT points of the primal problem and the canonical dual problem. Canonical duality theory and other global optimization methods are applied. Examples are given to illustrate the main idea