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Selected Topics on Continuous-time Controlled Markov Chains and Markov Games
Language: en
Pages: 292
Authors: Tomás Prieto-Rumeau
Categories: Mathematics
Type: BOOK - Published: 2012 - Publisher: World Scientific

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This book concerns continuous-time controlled Markov chains, also known as continuous-time Markov decision processes. They form a class of stochastic control pr
Optimization, Control, and Applications of Stochastic Systems
Language: en
Pages: 331
Authors: Daniel Hernández-Hernández
Categories: Science
Type: BOOK - Published: 2012-08-15 - Publisher: Springer Science & Business Media

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This volume provides a general overview of discrete- and continuous-time Markov control processes and stochastic games, along with a look at the range of applic
An Introduction to Optimal Control Theory
Language: en
Pages: 279
Authors: Onésimo Hernández-Lerma
Categories: Mathematics
Type: BOOK - Published: 2023-02-21 - Publisher: Springer Nature

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This book introduces optimal control problems for large families of deterministic and stochastic systems with discrete or continuous time parameter. These famil
Continuous-Time Markov Chains and Applications
Language: en
Pages: 442
Authors: G. George Yin
Categories: Mathematics
Type: BOOK - Published: 2012-11-14 - Publisher: Springer Science & Business Media

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This book gives a systematic treatment of singularly perturbed systems that naturally arise in control and optimization, queueing networks, manufacturing system
Continuous-Time Markov Decision Processes
Language: en
Pages: 240
Authors: Xianping Guo
Categories: Mathematics
Type: BOOK - Published: 2009-09-18 - Publisher: Springer Science & Business Media

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Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used for modeling decision-making problems that arise in operation