• Alles voor jouw opleiding
  • Ook 2e hands studieboeken

Stochastic Programming: Modeling Decision Problems Under Uncertainty

Klein Haneveld, Willem Vlerk, Maarten van der Romeijnders, Ward

9783030292218 - Stochastic Programming: Modeling Decision Problems Under Uncertainty
2e hands

Artikelomschrijving

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.

Specificaties

Auteur Klein Haneveld, Willem Vlerk, Maarten van der Romeijnders, Ward
ISBN/EAN 9783030292218
Niet meer bestelbaar

Artikelomschrijving

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.

Specificaties

Auteur Klein Haneveld, Willem Vlerk, Maarten van der Romeijnders, Ward
ISBN/EAN 9783030292218