Solver-o-matic
"These days, even the most pure and abstract mathematics is in danger to be applied."
- Anonymous
Decision Tree for Nonsmooth Optimization Software
It doesn't really matter. Let us continue as if it was nonconvex. Are you rather seeking for efficiency or do you need very accurate results?