add support for arbitrary, user-provided objective term

[mirca]

For that to be accomplished the user has to provide:

• a function f which takes the portfolio weights (and possibly additional parameters) as input
• gradient of f
• hessian of f

For the gradient and the hessian we may be able to take advantage of automatic differentiation.

cc @dppalomar