The purpose of this paper is to provide a survey of convergence and rate of convergence aspects of a class of recently proposed methods for constrained minimization-the, so-called, multiplier methods. The results discussed highlight the operational aspects of multiplier methods and demonstrate their significant advantages over ordinary penalty methods.
ASJC Scopus subject areas
- Control and Systems Engineering
- Electrical and Electronic Engineering