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Book Cover
E-book
Author Kall, Peter.

Title Stochastic linear programming : models, theory, and computation / Peter Kall, János Mayer
Published New York : Springer Science, ©2005

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Description 1 online resource (xii, 397 pages) : illustrations
Series International series in operations research & management science ; 80
International series in operations research & management science ; 80.
Contents Basics; Single-Stage SLP Models; Multi-Stage SLP Models; Algorithms
Summary "Stochastic Linear Programming: Models, Theory, and Computation is a presentation and discussion of the theoretical properties of the models, the conceptual algorithmic approaches, and the computational issues relating to the implementation of these methods to solve problems that are stochastic in nature. The application area of stochastic programming includes portfolio analysis, financial optimization, energy problems, random yields in manufacturing, risk analysis, etc. In this book models in financial optimization and risk analysis are discussed as examples, including solution methods and their implementation." "The Kall & Mayer book will be particularly useful in presenting solution methods including their solid theoretical basis and their computational issues, based in many cases on implementations by the authors. The book is also suitable for advanced courses in stochastic optimization."--Jacket
Bibliography Includes bibliographical references (pages 375-393) and index
In Springer eBooks
Subject Linear programming
Stochastic processes.
Distribution (Probability theory)
Mathematics.
Stochastic Processes
Programming, Linear
Mathematics
distribution (statistics-related concept)
applied mathematics.
mathematics.
MATHEMATICS -- Linear & Nonlinear Programming.
Linear programming.
Stochastic processes.
Programación lineal
Procesos estocásticos
Linear programming
Stochastic processes
Lineaire programmering.
Stochastische processen.
Form Electronic book
Author Mayer, János.
LC no. 2004066228
ISBN 0387233857
9780387233857
0387244409
9780387244402
9786610613410
6610613419