- Monte Carlo and mean field models

This opening section provides a brief overview of some traditional Monte Carlo simulation of linear evolution equations associated with discrete and continuous time Markov processes. Our discussion is restricted to direct Monte Carlo simulation methods. More refined reduction variance techniques, including importance sampling techniques, sequential Monte Carlo methodologies, and related mean field sampling techniques, are discussed in Chapter 4.