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Introduction to Stochastic Programming John R Birge

Introduction to Stochastic Programming By John R Birge

Introduction to Stochastic Programming by John R Birge


Summary

Presents an overview of the main themes and methods in stochastic programming. This title introduces worked examples of stochastic programming and demonstrates how a stochastic model is formally built. It develops the properties of stochastic programs and the basic solution techniques used to solve them.

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Introduction to Stochastic Programming Summary

Introduction to Stochastic Programming by John R Birge

This rapidly developing field encompasses many disciplines including operations research, mathematics, and probability. Conversely, it is being applied in a wide variety of subjects ranging from agriculture to financial planning and from industrial engineering to computer networks. This textbook provides a first course in stochastic programming suitable for students with a basic knowledge of linear programming, elementary analysis, and probability. The authors present a broad overview of the main themes and methods of the subject, thus helping students develop an intuition for how to model uncertainty into mathematical problems, what uncertainty changes bring to the decision process, and what techniques help to manage uncertainty in solving the problems. The early chapters introduce some worked examples of stochastic programming, demonstrate how a stochastic model is formally built, develop the properties of stochastic programs and the basic solution techniques used to solve them. The book then goes on to cover approximation and sampling techniques and is rounded off by an in-depth case study. A well-paced and wide-ranging introduction to this subject.

Additional information

CIN0387982175A
9780387982175
0387982175
Introduction to Stochastic Programming by John R Birge
Used - Well Read
Hardback
Springer-Verlag New York Inc.
20000301
448
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book. We do our best to provide good quality books for you to read, but there is no escaping the fact that it has been owned and read by someone else previously. Therefore it will show signs of wear and may be an ex library book

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