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Stochastic Programming

Name: Stochastic Programming
Brand: Springer, Berlin
SKU: 24519557
Price: 126.09 EUR
Availability: InStock
Author: Willem K. Klein Haneveld
ISBN: 9783030292188

Modeling Decision Problems Under Uncertainty

Willem K. Klein Haneveld

Maarten H. van der Vlerk

Ward Romeijnders

Language

English

Book Hardback

Libristo code: 24519557

Publishers Springer, Berlin, November 2019

This book provides an essential introduction to Stochastic Programming, especially intended for grad... Full description

Libristo code: 24519557

309 b

126.09 € VAT included

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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.