Professor Michal Kocvara created PENLAB, a free open source software package implemented in MATLAB for nonlinear optimization, linear and nonlinear semidefinite optimization and any combination of these. You can access PENLAB here.
Professor Michal Kocvara's preprints can be found by visiting arXiv.