It would have been helpful had you provided links to those papers.
But in general,
you need to distinguish between the optimisation
model, and the numerical technique used to solve
Suppose you wanted to estimate a linear regression,
with the mean squared residual as the criterion of fit,
and without further constraints. This is a model. Now