Physics – Computational Physics
Scientific paper
2004-09-10
Physics
Computational Physics
Paper revised to improve clarity and references. No significant change in content
Scientific paper
In principle, the generalized master equation can be used to efficiently compute the macroscopic first passage time (FPT) distribution of a complex stochastic system from short-term microscopic simulation data. However, computing its transition function matrix, Gamma(tau), from such data can be practically difficult or impossible. We solve this problem by showing that the FPT moment generating function is a simple function of the (easily computable) Laplace transform of the local FPT distribution matrix. Physical insight into this relationship is obtained by analyzing the process of steady-state relaxation.
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