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Discrete-Time Controlled Markov Processes with Average Cost Criterion: A Survey

dc.contributor.authorArapostathis, Aristotleen_US
dc.contributor.authorBorkar, Vivek S.en_US
dc.contributor.authorFernandez-Gaucherand, Emmanuelen_US
dc.contributor.authorGhosh, Mrinal K.en_US
dc.contributor.authorMarcus, Steven I.en_US
dc.description.abstractThis work is a survey of the average cost control problem for discrete-time Markov processes. We have attempted to put together a comprehensive account of the considerable research on this problem over the past three decades. Our exposition ranges from finite to Borel state and action spaces and includes a variety of methodologies to find and characterize optimal policies. We have included a brief historical perspective of the research efforts in this area and have compiled a substantial yet not exhaustive bibliography. We have also identified several important questions which are still left open to investigation.en_US
dc.format.extent3639857 bytes
dc.relation.ispartofseriesISR; TR 1991-109en_US
dc.subjectoptimal controlen_US
dc.subjectstochastic systemsen_US
dc.subjectcontrolled Markov processesen_US
dc.subjectSystems Integrationen_US
dc.titleDiscrete-Time Controlled Markov Processes with Average Cost Criterion: A Surveyen_US
dc.typeTechnical Reporten_US

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