Various Solutions
Try best from multiple random starts
- BUT.. in more complex models this is not easy or safe
Use a purely Monte Carlo approach
- viz.. evaluate 10,000 or 1 million different sets of randomly chosen parameters and keep best result
- nicely parallel but really DUMB!!