Duality gap is not inf anymore

In some cases where the empirical covariance matrices were singular,
the duality gap as computed previously could take infinite values. This
has been fixed by computing another feasible dual point in such cases.
The computed value is not a tight bound, but it is believed to be only
useful far from the optimum.

Added objective value in user messages during computation.
Corrected a bug in signals generation