Abstract: This paper addresses the distributed nonconvex optimization problem, where both the global cost function and local inequality constraint function are nonconvex. To tackle this issue, the ...

To address this issue, we propose a whistle enhancement algorithm based on nonconvex time–frequency (t–f) regularized overlapping group shrinkage (NCTFROGS). This algorithm leverages the group and ...

A next-gen Lagrange-Newton solver for nonconvex constrained optimization. Unifies barrier and SQP methods in a generic way, and implements various globalization flavors (line search/trust region and ...