A decomposition algorithm for limiting average Markov decision problems

A decomposition algorithm for limiting average Markov decision problems

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Article ID: iaor20043338
Country: Netherlands
Volume: 31
Issue: 6
Start Page Number: 473
End Page Number: 476
Publication Date: Nov 2003
Journal: Operations Research Letters
Authors: ,
Abstract:

We consider a Markov decision process (MDP) under average reward criterion. We investigate the decomposition of such MDPs by using the strongly connected classes in the associated graph. Then, by introducing the associated levels, we construct an aggregation–disaggregation algorithm for the computation of an optimal strategy for the original MDP.

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