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Stochastic Programming

von Maarten H. van der Vlerk, Ward Romeijnders und Willem K. Klein Haneveld
Softcover - 9783030292218
90,94 €
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Hardcover - 9783030292188
128,39 €

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Hardcover - 9783030292188
128,39 €

Beschreibung

This book provides an essential introduction to Stochastic Programming, especially intended for graduate students. The book begins by exploring a linear programming problem with random parameters, representing a decision problem under uncertainty. Several models for this problem are presented, including the main ones used in Stochastic Programming: recourse models and chance constraint models. The book not only discusses the theoretical properties of these models and algorithms for solving them, but also explains the intrinsic differences between the models. In the book’s closing section, several case studies are presented, helping students apply the theory covered to practical problems.

The book is based on lecture notes developed for an Econometrics and Operations Research course for master students at the University of Groningen, the Netherlands - the longest-standing Stochastic Programming course worldwide. 

Modeling Decision Problems Under Uncertainty

Modeling Decision Problems Under Uncertainty

Details

Verlag Springer International Publishing
Ersterscheinung 05. November 2020
Maße 23.5 cm x 15.5 cm
Gewicht 406 Gramm
Format Softcover
ISBN-13 9783030292218
Seiten 249

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