A near-neighbour algorithm for Metropolis Monte Carlo simulations Abstract: A bitmap based implementation of a near-neighbour algorithm to speed up Metropolis Monte Carlo simulations is described. Tests of the algorithm on dilute aqueous solutions showed 8% - 22% overall reduction of computer time, depending on the system size.