Stochastic Sequential Quadratic Programming for Optimization with Functional Constraints

Panchajanya Sanyal, Srujan Teja Thomdapu, Ketan Rajawat

Stochastic convex optimization problems with nonlinear functional constraints are ubiquitous in signal processing applications including constrained least-squares, set-membership a…