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Yin, G. George

Discrete-Time Markov Chains

Discrete-Time Markov Chains

99,20€

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ISBN: 9780387268712
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Table of contents

Part I. Prologue and Preliminaries

1. Introduction, Overview, and Examples

2. Mathematical Preliminaries

Part II. Asymptotic Properties

3. Asymptotic Expansions

4. Occupation Measures

5. Exponential Bounds

6. Interim Summary and Extensions

Part III. Applications

7. Stability of Dynamic Systems

8. Filtering

9. Markov Decision Processes

10. LQ Controls

11. Mean-Variance Controls

12. Production Planning

13. Stochastic Approximation

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Keywords: MATHEMATICS / General MAT000000

Author(s)
 
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780387268712

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