Bounding the coarse graining error in hidden Markov dynamics

Details Bounding the coarse graining error in hidden Markov dynamics Bounding the coarse graining error in hidden Markov dynamics

2011-04-06

arxiv.org/abs/1104.1025v1

Physics

Condensed Matter

Statistical Mechanics

Scientific paper

Lumping a Markov process introduces a coarser level of description that is useful in many contexts and applications. The dynamics on the coarse grained states is often approximated by its Markovian component. In this letter we derive finite-time bounds on the error in this approximation. These results hold for non-reversible dynamics and for probabilistic mappings between microscopic and coarse grained states.

Affiliated with

Also associated with

No associations

Rating

Bounding the coarse graining error in hidden Markov dynamics does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Bounding the coarse graining error in hidden Markov dynamics, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Bounding the coarse graining error in hidden Markov dynamics will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-417713