How to handle an ill-conditioned matrix?

[soikez]

Hello everybody,
I would like to know if there are any techniques to handle ill-conditioned or/and singular matrices.

Thanks in advance!

[D H]

To name just two, singular value decomposition and Moore-Penrose generalized inverse.