BIB-VERSION:: CS-TR-v2.0 ID:: SBCS//stark/steadystate.ps.gz ENTRY:: January 19, 2003 ORGANIZATION:: State University of New York at Stony Brook, Computer Science TITLE:: Compositional Calculation of Steady-State Probabilities TYPE:: Technical Report AUTHOR:: Stark, Eugene W. CONTACT:: Eugene W. Stark, Department of Computer Science, SUNY at Stony Brook, Stony Brook, NY 11794-4400 Tel: 631-632-8444 DATE:: January 19, 2003 RETRIEVAL:: HTTP from BSD7.CS.SUNYSB.EDU with the URL http://bsd7.cs.sunysb.edu/~pioa/Papers/steadystate.abstract ABSTRACT:: We describe a method for converting the problem of computing steady-state probabilities of a continuous-time Markov chain into the problem of computing absorption probabilities for a related chain. The construction enables us to apply compositional techniques for computing absorption probabilities that we have previously developed for "probabilistic I/O automata" to be used for computing certain steady-state quantities as well. The method has been implemented, and we consider the issue of its practicality in the context of its application to an an example problem.