Difference between revisions of "Absorbing state"
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<table><TR><TD valign="top">[1]</TD> <TD valign="top"> W. Feller, "An introduction to probability theory and its applications" , '''1''' , Wiley (1968)</TD></TR></table> | <table><TR><TD valign="top">[1]</TD> <TD valign="top"> W. Feller, "An introduction to probability theory and its applications" , '''1''' , Wiley (1968)</TD></TR></table> | ||
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Revision as of 16:48, 6 January 2012
of a Markov chain
A state such that
An example of a Markov chain with absorbing state is a branching process.
The introduction of additional absorbing states is a convenient technique that enables one to examine the properties of trajectories of a Markov chain that are associated with hitting some set.
Example. Consider the set of states of a homogeneous Markov chain with discrete time and transition probabilities
in which a subset is distinguished and suppose one has to find the probabilities
where is the moment of first hitting the set . If one introduces the auxiliary Markov chain differing from only in that all states are absorbing in , then for the probabilities
are monotonically non-decreasing for and
(*) |
By virtue of the basic definition of a Markov chain
The passage to the limit for taking into account (*) gives a system of linear equations for :
References
[1] | W. Feller, "An introduction to probability theory and its applications" , 1 , Wiley (1968) |
Absorbing state. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Absorbing_state&oldid=12666