The Convergence of a Class of Double-rank Minimization Algorithms

This paper presents a new minimization algorithm and discusses theoretically some of its properties when applied to quadratic functions. Results of comparative testing for a set of non-quadratic functions are described and reasons for the observed experimental behaviour are suggested.