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Stochastic Control in Discrete and Continuous Time / by Atle Seierstad

1st ed. 2009.
出版者 (New York, NY : Springer US : Imprint: Springer)
出版年 2009
本文言語 英語
大きさ X, 222 p : online resource
著者標目 *Seierstad, Atle author
SpringerLink (Online service)
件 名 LCSH:Probabilities
LCSH:Econometrics
LCSH:Mathematical optimization
LCSH:Calculus of variations
LCSH:System theory
LCSH:Control theory
FREE:Probability Theory
FREE:Quantitative Economics
FREE:Calculus of Variations and Optimization
FREE:Systems Theory, Control
一般注記 Stochastic Control over Discrete Time -- The HJB Equation for Deterministic Control -- Piecewise Deterministic Optimal Control Problems -- Control of Diffusions -- Appendix: Probability, Concepts, and Results
This book provides a comprehensive introduction to stochastic control problems in discrete and continuous time. The material is presented logically, beginning with the discrete-time case before proceeding to the stochastic continuous-time models. Central themes are dynamic programming in discrete time and HJB-equations in continuous time. Topics covered include stochastic maximum principles for discrete time and continuous time, even for problems with terminal conditions. Numerous illustrative examples and exercises, with solutions at the end of the book, are included to enhance the understanding of the reader. By interlinking many fields in stochastic control, the material gives the student the opportunity to see the connections between different fields and the underlying ideas that unify them. This text will benefit students in applied mathematics, economics, engineering, and related fields. Prerequisites include a course in calculus and elementary probability theory. No knowledge of measure theory is assumed
HTTP:URL=https://doi.org/10.1007/978-0-387-76617-1
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Springer eBooks 9780387766171
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データ種別 電子ブック
分 類 LCC:QA273.A1-274.9
DC23:519.2
書誌ID 4000118588
ISBN 9780387766171

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