Projected Stochastic Momentum Methods for Nonlinear Equality-Constrained Optimization for Machine Learning

Qi Wang, Christian Piermarini, Yunlang Zhu +1

Two algorithms are proposed, analyzed, and tested for solving continuous optimization problems with nonlinear equality constraints. Each is an extension of a stochastic momentum-ba…