Barycenter methods for optimization.
"Though scorned in the past, direct optimization is once more a respectful research area." (PAIT, 2018) For more information about this method, take a look at original article https://arxiv.org/abs/1801.10533 .
It is currently available for Matlab and Python.
Access its wiki on https://github.com/brunolnetto/baryopt/wiki