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Markov processes and controlled Markov chains

The general theory of stochastic processes and the more specialized theory of Markov processes evolved enormously in the second half of the last century. In parallel, the theory of controlled Markov chains (or Markov decision processes) was being pioneered by control engineers and operations researc...

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Detalles Bibliográficos
Autores principales: Hou, Zhenting, Filar, Jerzy, Chen, Anyue
Lenguaje:eng
Publicado: Springer 2002
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-1-4613-0265-0
http://cds.cern.ch/record/2023765
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author Hou, Zhenting
Filar, Jerzy
Chen, Anyue
author_facet Hou, Zhenting
Filar, Jerzy
Chen, Anyue
author_sort Hou, Zhenting
collection CERN
description The general theory of stochastic processes and the more specialized theory of Markov processes evolved enormously in the second half of the last century. In parallel, the theory of controlled Markov chains (or Markov decision processes) was being pioneered by control engineers and operations researchers. Researchers in Markov processes and controlled Markov chains have been, for a long time, aware of the synergies between these two subject areas. However, this may be the first volume dedicated to highlighting these synergies and, almost certainly, it is the first volume that emphasizes the contributions of the vibrant and growing Chinese school of probability. The chapters that appear in this book reflect both the maturity and the vitality of modern day Markov processes and controlled Markov chains. They also will provide an opportunity to trace the connections that have emerged between the work done by members of the Chinese school of probability and the work done by the European, US, Central and South American and Asian scholars.
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spelling cern-20237652021-04-21T20:11:57Zdoi:10.1007/978-1-4613-0265-0http://cds.cern.ch/record/2023765engHou, ZhentingFilar, JerzyChen, AnyueMarkov processes and controlled Markov chainsMathematical Physics and MathematicsThe general theory of stochastic processes and the more specialized theory of Markov processes evolved enormously in the second half of the last century. In parallel, the theory of controlled Markov chains (or Markov decision processes) was being pioneered by control engineers and operations researchers. Researchers in Markov processes and controlled Markov chains have been, for a long time, aware of the synergies between these two subject areas. However, this may be the first volume dedicated to highlighting these synergies and, almost certainly, it is the first volume that emphasizes the contributions of the vibrant and growing Chinese school of probability. The chapters that appear in this book reflect both the maturity and the vitality of modern day Markov processes and controlled Markov chains. They also will provide an opportunity to trace the connections that have emerged between the work done by members of the Chinese school of probability and the work done by the European, US, Central and South American and Asian scholars.Springeroai:cds.cern.ch:20237652002
spellingShingle Mathematical Physics and Mathematics
Hou, Zhenting
Filar, Jerzy
Chen, Anyue
Markov processes and controlled Markov chains
title Markov processes and controlled Markov chains
title_full Markov processes and controlled Markov chains
title_fullStr Markov processes and controlled Markov chains
title_full_unstemmed Markov processes and controlled Markov chains
title_short Markov processes and controlled Markov chains
title_sort markov processes and controlled markov chains
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-1-4613-0265-0
http://cds.cern.ch/record/2023765
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