The Markov Memory for Generating Rare Events

October 24, 2016 Β· Declared Dead Β· πŸ› Physical Review E

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Authors C. Aghamohammadi, J. P. Crutchfield arXiv ID 1610.07685 Category cond-mat.stat-mech Cross-listed cs.CC, cs.IT, nlin.CD Citations 6 Venue Physical Review E Last Checked 3 months ago
Abstract
We classify the rare events of structured, memoryful stochastic processes and use this to analyze sequential and parallel generators for these events. Given a stochastic process, we introduce a method to construct a new process whose typical realizations are a given process' rare events. This leads to an expression for the minimum memory required to generate rare events. We then show that the recently discovered classical-quantum ambiguity of simplicity also occurs when comparing the structure of process fluctuations.
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