updated optimization documentation
updated optimization documentation

Some examples using the new solvers, multiplicity() and steffensen() still have
to be added.


klkuhlm/mpmath,fredrik-johansson/mpmath,JensGrabner/mpmath,JensGrabner/mpmath,bjodah/mpmath,klkuhlm/mpmath,bjodah/mpmath