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Bounding the coarse graining error in hidden Markov dynamics

✍ Scribed by David Andrieux

Book ID
116217568
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
228 KB
Volume
25
Category
Article
ISSN
0893-9659

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πŸ“œ SIMILAR VOLUMES

Bounding the lumping error in Markov cha
Bounding the lumping error in Markov chain dynamics
✍ Karl Heinz Hoffmann; Peter Salamon πŸ“‚ Article πŸ“… 2009 πŸ› Elsevier Science 🌐 English βš– 324 KB

Forming lumped states in a Markov chain is a very useful device leading to a coarser level of description. The Markov chain on these lumped states is often taken as an approximation for the time evolution of the unlumped chain. In the present work we derive a bound on the error in this approximation