Simple multistart optimization algorithm for CasADi.
Example is provided for the Rosenbrock problem. While a starting point is not required (since a sample of points is randomly generated using the uniform distribution), it helps to provide lower and upper bounds on the decision variables (i.e., lbx and ubx).