Help debugging `nlopt failure: -1` errors

[stevengj]

@e3c6

interested in all the possible issues that could give raise to the nlopt failure: -1 error, or at least the most common causes, if such a list is possible.

The most common cause is that your gradient is wrong, and so the algorithm gives up.