In this work, we assume that our path through alchemical space is already defined (by our choice of soft-core potentials, etc.), and that progress along this path is controlled by a single interpolating variable, λ. We want to determine the optimal allocation of sampling time along this path which minimises the uncertainty in the final free energy estimate for a constant total sampling time.