We study the improvement of Kennedy-Kuti's linear accept/reject algorithm w
ith different ordering criterion and modified Bhanot-Kennedy estimator of e
(Delta H) to reduce probability-bound violation. A new stochastic Monte Car
lo algorithm to accommodate the probability-bound violation is proposed.