An Improvement to the Linear Accept/Reject Algorithm

We study the improvement of Kennedy-Kuti’s linear accept/reject algorithm with different ordering criterion and modified Bhanot-Kennedy estimator of $e^{\mathrm{\Delta }H}$ to reduce probability-bound violation. A new stochastic Monte Carlo algorithm to accommodate the probability-bound violation is proposed.