A systematic approach to general higher-order majorization-minimization algorithms for (non)convex optimization

Ion Necoara, Daniela Lupu

Majorization-minimization algorithms consist of successively minimizing a sequence of upper bounds of the objective function so that along the iterations the objective function dec…