Rahul Vodeb Ghosh

Deep FlexQP: Accelerated Nonlinear Programming via Deep Unfolding

We propose an always-feasible ``flexible'' quadratic programming (QP) optimizer, FlexQP, which is based on an exact relaxation of the QP constraints. If the original constraints are feasible, then the optimizer finds the optimal solution to the original QP. On the other hand, if the constraints are…