Publication | Closed Access
Lumpability and Commutativity of Markov Processes
35
Citations
5
References
2006
Year
Stochastic Hybrid SystemJump ChainMarkov ChainsLumped Markov ProcessNatural SciencesIntegrable ProbabilityStochastic SystemMarkov ProcessesMarkov KernelStochastic Dynamical SystemProbability TheoryLumpable Markov ProcessMarkov Decision Process
Abstract We introduce the concepts of lumpability and commutativity of a continuous time discrete state space Markov process, and provide a necessary and sufficient condition for a lumpable Markov process to be commutative. Under suitable conditions we recover some of the basic quantities of the original Markov process from the jump chain of the lumped Markov process.
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