A method for simulating a system without a time invariant or periodically time-varying steady state is provided. The method limits the number of states included in a Markov chain model by discretizing the states based on Gaussian decomposition, utilizes a state exploration algorithm that discovers only recurrent states, and/or utilizes a state truncation algorithm that eliminates states with negligible stationary probabilities.