Robustness Analysis in Decision Aiding, Optimization, and Analytics

Language: English

Published by Springer International Publishing Jul 2016, 2016

3319331191 / 9783319331195

Series: Book 230 of 323 - International Series in Operations Research & Management Science

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies.Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a 'big-data'' era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools. 344 pp. Englisch.…

Title
Robustness Analysis in Decision Aiding, Optimization, and Analytics
Author
Michael Doumpos
Publisher
Springer International Publishing Jul 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319331191
ISBN 13
9783319331195
Item weight
682 grams
Dimensions
241x160x25 mm
Series
Book 230 of 323: International Series in Operations Research & Management Science

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

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