Conceptual

Projected Milstein Method for Order-One Approximation of Random Periodic Solutions of SDEs

An explicit projected Milstein scheme (PMM) that approximates random periodic solutions of semi-linear SDEs with multiplicative noise and non-globally Lipschitz coefficients over an infinite time horizon. The random periodic solution is recovered as the limit of the pull-back of the discretized SDE, and a moment-bound-free error analysis proves strong (mean-square) convergence of order one, improving the order-half rate of prior explicit schemes for multiplicative noise.