While there are several results on the iterative complexity results implying sublinear convergence rate for the general case, there are only a few results for the special cases such as linear ...

For problems with vertex optima (at least as many active constraints as variables), it is quadratically convergent. Nonlinear refinery models often have vertex optima, since they are large and mostly ...