Almost-sure convergence of iterates and multipliers in stochastic sequential quadratic optimization

Frank E. Curtis, Xin Jiang, Qi Wang

Stochastic sequential quadratic optimization (SQP) methods for solving continuous optimization problems with nonlinear equality constraints have attracted attention recently, such…