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Markov processes follow from the principle of maximum caliber

Markov models are widely used to describe stochastic dynamics. Here, we show that Markov models follow directly from the dynamical principle of maximum caliber (Max Cal). Max Cal is a method of deriving dynamical models based on maximizing the path entropy subject to dynamical constraints. We give t...

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Podrobná bibliografie
Hlavní autoři: Ge, Hao, Pressé, Steve, Ghosh, Kingshuk, Dill, Ken A.
Médium: Artigo
Jazyk:Inglês
Vydáno: American Institute of Physics 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3292588/
https://ncbi.nlm.nih.gov/pubmed/22360170
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/1.3681941
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