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Published by Springer (India) Private Limited, 2019
ISBN 10: 3030077101 ISBN 13: 9783030077105
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Published by Birkhïż½user 2018-05-24, 2018
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Published by Birkhauser Verlag AG, CH, 2018
ISBN 10: 3319790323 ISBN 13: 9783319790329
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Published by Springer International Publishing, Springer International Publishing, 2019
ISBN 10: 3030077101 ISBN 13: 9783030077105
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - In a unified form, this monograph presents fundamental results on the approximation of centralized and decentralized stochastic control problems, with uncountable state, measurement, and action spaces. It demonstrates how quantization provides a system-independent and constructive method for the reduction of a system with Borel spaces to one with finite state, measurement, and action spaces. In addition to this constructive view, the book considers both the information transmission approach for discretization of actions, and the computational approach for discretization of states and actions. Part I of the text discusses Markov decision processes and their finite-state or finite-action approximations, while Part II builds from there to finite approximations in decentralized stochastic control problems.This volume is perfect for researchers and graduate students interested in stochastic controls. With the tools presented, readers will be able to establish the convergence of approximation models to original models and the methods are general enough that researchers can build corresponding approximation results, typically with no additional assumptions.
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Published by Springer (India) Private Limited, 2018
ISBN 10: 3319790323 ISBN 13: 9783319790329
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Taschenbuch. Condition: Neu. Finite Approximations in Discrete-Time Stochastic Control | Quantized Models and Asymptotic Optimality | Naci Saldi (u. a.) | Taschenbuch | vii | Englisch | 2019 | Birkhäuser | EAN 9783030077105 | Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Published by Springer International Publishing, 2018
ISBN 10: 3319790323 ISBN 13: 9783319790329
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Gebunden. Condition: New. Demonstrates how quantization can be used to systematically optimize decentralized stochastic control problemsExplores network control applicationsProvides a framework for comparing approximation models .
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Published by Springer International Publishing Jan 2019, 2019
ISBN 10: 3030077101 ISBN 13: 9783030077105
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In a unified form, this monograph presents fundamental results on the approximation of centralized and decentralized stochastic control problems, with uncountable state, measurement, and action spaces. It demonstrates how quantization provides a system-independent and constructive method for the reduction of a system with Borel spaces to one with finite state, measurement, and action spaces. In addition to this constructive view, the book considers both the information transmission approach for discretization of actions, and the computational approach for discretization of states and actions. Part I of the text discusses Markov decision processes and their finite-state or finite-action approximations, while Part II builds from there to finite approximations in decentralized stochastic control problems.This volume is perfect for researchers and graduate students interested in stochastic controls. With the tools presented, readers will be able to establish the convergence of approximation models to original models and the methods are general enough that researchers can build corresponding approximation results, typically with no additional assumptions. 208 pp. Englisch.
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Published by Springer (India) Private Limited, 2019
ISBN 10: 3030077101 ISBN 13: 9783030077105
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