Title of article
Spanning Forests of Digraphs and Limiting Probabilities of Markov Chains
Author/Authors
Chebotarev، نويسنده , , Pavel، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2002
Pages
9
From page
108
To page
116
Abstract
A maximum out forest of a digraph is its spanning subgraph that consists of disjoint diverging trees and has the maximum possible number of arcs. For an arbitrary weighted digraph, we consider a matrix of specific weights of maximum out forests and demonstrate how this matrix can be used to get a graph-theoretic interpretation for the limiting probabilities of Markov chains. For a special (nonclassical) correspondence between Markov chains and weighted digraphs, the matrix of Cesلro limiting transition probabilities of any finite homogeneous Markov chain coincides with the normalized matrix of maximum out forests of the corresponding digraphs. This provides a finite (combinatorial) method to calculate the limiting probabilities of Markov chains and thus their stationary distributions. On the other hand, the Markov chain technique provides the proofs to some statements about digraphs.
Keywords
Markov chain , Cesلro limiting probabilities , Kirchhoff matrix , maximum spanning diverging forest , Weighted digraph
Journal title
Electronic Notes in Discrete Mathematics
Serial Year
2002
Journal title
Electronic Notes in Discrete Mathematics
Record number
1453276
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