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Decision Theory: An Introduction to Dynamic Programming and Sequential Decisions (Wiley-Interscience Series in Systems and Optimization)

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Decision Theory: An Introduction to Dynamic Programming and Sequential Decisions (Wiley-Interscience Series in Systems and Optimization) Cover

 

Synopses & Reviews

Publisher Comments:

Decision Theory An Introduction to Dynamic Programming and Sequential Decisions John Bather University of Sussex, UK Mathematical induction, and its use in solving optimization problems, is a topic of great interest with many applications. It enables us to study multistage decision problems by proceeding backwards in time, using a method called dynamic programming. All the techniques needed to solve the various problems are explained, and the author's fluent style will leave the reader with an avid interest in the subject.

* Tailored to the needs of students of optimization and decision theory

* Written in a lucid style with numerous examples and applications

* Coverage of deterministic models: maximizing utilities, directed networks, shortest paths, critical path analysis, scheduling and convexity

* Coverage of stochastic models: stochastic dynamic programming, optimal stopping problems and other special topics

* Coverage of advanced topics: Markov decision processes, minimizing expected costs, policy improvements and problems with unknown statistical parameters

* Contains exercises at the end of each chapter, with hints in an appendix

Aimed primarily at students of mathematics and statistics, the lucid text will also appeal to engineering and science students and those working in the areas of optimization and operations research.

Synopsis:

"This textbook...draws on his many years of experience in teaching this topic as well as on his considerable professional expertise in the area. It is ideally suited to its stated purpose as a student text." (Short Book Reviews, Vol. 20. No. 3, December 2000)

"...I was impressed with this book..." (The Statistician, Vol.51, No.2 2002) 

"...excellent for the audience to whom it is addressed, and it is to be hoped that the author will write a further textbook..." (Jnl of the Operational Research Society, Vol 54(10) 2003)

Table of Contents

DETERMINISTIC MODELS.

Multi-Stage Decision Problems.

Networks.

Further Applications.

Convexity.

STOCHASTIC MODELS.

Markov Systems.

Optimal Stopping.

Special Problems.

MARKOV DECISION PROCESSES.

General Theory.

Minimizing Average Costs.

Statistical Decisions.

Notes on the Exercises.

References.

Index.

Product Details

ISBN:
9780471976493
Author:
Bather, John
Publisher:
John Wiley & Sons
Author:
Bather
Author:
Bather, J. a.
Location:
Chichester
Subject:
Linear Programming
Subject:
Decision-making
Subject:
Discrete Mathematics
Subject:
Dynamic programming
Subject:
Probability & Statistics - General
Subject:
Mathematics-Computer
Subject:
General & Introductory Statistics
Copyright:
Edition Description:
Includes bibliographical references and index.
Series:
Wiley-Interscience Series in Systems and Optimization
Series Volume:
11
Publication Date:
20000803
Binding:
TRADE PAPER
Grade Level:
General/trade
Language:
English
Illustrations:
Yes
Pages:
204
Dimensions:
9.20x6.22x.45 in. .68 lbs.

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Related Subjects

Science and Mathematics » Mathematics » Advanced
Science and Mathematics » Mathematics » Computer
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics

Decision Theory: An Introduction to Dynamic Programming and Sequential Decisions (Wiley-Interscience Series in Systems and Optimization) New Trade Paper
0 stars - 0 reviews
$120.50 In Stock
Product details 204 pages John Wiley & Sons - English 9780471976493 Reviews:
"Synopsis" by , "This textbook...draws on his many years of experience in teaching this topic as well as on his considerable professional expertise in the area. It is ideally suited to its stated purpose as a student text." (Short Book Reviews, Vol. 20. No. 3, December 2000)

"...I was impressed with this book..." (The Statistician, Vol.51, No.2 2002) 

"...excellent for the audience to whom it is addressed, and it is to be hoped that the author will write a further textbook..." (Jnl of the Operational Research Society, Vol 54(10) 2003)

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