Rapid non-empirical methods for estimating binding free energies are r
eviewed. A novel approach based on the application of the free energy
perturbation formula to a biased ensemble is presented. Preliminary re
sults demonstrating the applicability of this approach in protein syst
ems are shown and the potential of this method in structure-based drug
design is discussed.