Software
The following is a non-exhaustive list of software packages for optimization.
The matlab-based software CVX allows for rapid prototyping of convex models.
For a python-based version, see CVXPY.
A convenient matlab-based modeling language for advanced modeling and solution of convex and nonconvex optimization problems is YALMIP.
MOSEK is a highly efficient commercial software package that offers free student licenses for its matlab toolbox.
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