A globally convergent difference-of-convex algorithmic framework and application to log-determinant optimization problems

Chaorui Yao, Xin Jiang

The difference-of-convex algorithm (DCA) is a conceptually simple method for the minimization of (possibly) nonconvex functions that are expressed as the difference of two convex f…