Complexity of an inexact stochastic SQP algorithm for equality constrained optimization

Michael J. O'Neill, Aoji Tang

In this paper, we consider nonlinear optimization problems with a stochastic objective function and deterministic equality constraints. We propose an inexact two-stepsize stochasti…