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Modeling with Stochastic Programming
Buch von Stein W. Wallace (u. a.)
Sprache: Englisch

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Beschreibung
While there are several texts on how to solve and analyze stochastic programs, this is the first text to address basic questions about how to model uncertainty, and how to reformulate a deterministic model so that it can be analyzed in a stochastic setting. This text would be suitable as a stand-alone or supplement for a second course in OR/MS or in optimization-oriented engineering disciplines where the instructor wants to explain where models come from and what the fundamental issues are.
The book is easy-to-read, highly illustrated with lots of examples and discussions. It will be suitable for graduate students and researchers working in operations research, mathematics, engineering and related departments where there is interest in learning how to model uncertainty.

Alan King is a Research Staff Member at IBM's Thomas J. Watson Research Center in New York.
Stein W. Wallace is a Professor of Operational Research at Lancaster University Management School in England.
While there are several texts on how to solve and analyze stochastic programs, this is the first text to address basic questions about how to model uncertainty, and how to reformulate a deterministic model so that it can be analyzed in a stochastic setting. This text would be suitable as a stand-alone or supplement for a second course in OR/MS or in optimization-oriented engineering disciplines where the instructor wants to explain where models come from and what the fundamental issues are.
The book is easy-to-read, highly illustrated with lots of examples and discussions. It will be suitable for graduate students and researchers working in operations research, mathematics, engineering and related departments where there is interest in learning how to model uncertainty.

Alan King is a Research Staff Member at IBM's Thomas J. Watson Research Center in New York.
Stein W. Wallace is a Professor of Operational Research at Lancaster University Management School in England.
Zusammenfassung

The first and only book discussing how to model stochastic programs

Mostly non-technical and focuses on the concepts

Written by two of the key international researchers

Includes supplementary material: [...]

Inhaltsverzeichnis

Uncertainty in Optimization.-Modeling Feasibility and Dynamics.-Modeling the Objective Function.- Scenario tree generation, With Michal Kaut.-Service network design, With Arnt-Gunnar Lium and Teodor Gabriel Crainic.- A multi-dimensional newsboy problem with substitution, With Hajnalka Vaagen.- Stochastic Discount Factors.- Long Lead Time Production, With Aliza Heching.- References.- Index

Details
Erscheinungsjahr: 2012
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 192
Reihe: Springer Series in Operations Research and Financial Engineering
ISBN-13: 9780387878164
ISBN-10: 0387878165
Sprache: Englisch
Herstellernummer: 11979005
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Wallace, Stein W.
King, Alan J.
Auflage: 2012
Hersteller: Springer New York
Springer US, New York, N.Y.
Springer Series in Operations Research and Financial Engineering
Maße: 241 x 160 x 15 mm
Von/Mit: Stein W. Wallace (u. a.)
Erscheinungsdatum: 19.06.2012
Gewicht: 0,459 kg
preigu-id: 106599001
Zusammenfassung

The first and only book discussing how to model stochastic programs

Mostly non-technical and focuses on the concepts

Written by two of the key international researchers

Includes supplementary material: [...]

Inhaltsverzeichnis

Uncertainty in Optimization.-Modeling Feasibility and Dynamics.-Modeling the Objective Function.- Scenario tree generation, With Michal Kaut.-Service network design, With Arnt-Gunnar Lium and Teodor Gabriel Crainic.- A multi-dimensional newsboy problem with substitution, With Hajnalka Vaagen.- Stochastic Discount Factors.- Long Lead Time Production, With Aliza Heching.- References.- Index

Details
Erscheinungsjahr: 2012
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 192
Reihe: Springer Series in Operations Research and Financial Engineering
ISBN-13: 9780387878164
ISBN-10: 0387878165
Sprache: Englisch
Herstellernummer: 11979005
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Wallace, Stein W.
King, Alan J.
Auflage: 2012
Hersteller: Springer New York
Springer US, New York, N.Y.
Springer Series in Operations Research and Financial Engineering
Maße: 241 x 160 x 15 mm
Von/Mit: Stein W. Wallace (u. a.)
Erscheinungsdatum: 19.06.2012
Gewicht: 0,459 kg
preigu-id: 106599001
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