Robustness Analysis in Decision Aiding, Optimization, and Analytics, Doumpos Michael, Zopounidis Constantin, Grigoroudis Evangelos
Автор: Yuriy Kharin Название: Robustness in Statistical Forecasting ISBN: 3319345680 ISBN-13(EAN): 9783319345680 Издательство: Springer Рейтинг: Цена: 97820.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book examines robustness of time series forecasting. It evaluates sensitivity of the forecast risks to distortions and presents new robust forecasting procedures.
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.
Автор: Dodson Bryan Название: Probabilistic Design for Optimization and Robustness for Eng ISBN: 1118796195 ISBN-13(EAN): 9781118796191 Издательство: Wiley Рейтинг: Цена: 75980.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Probabilistic Design for Optimization and Robustness: * Presents the theory of modeling with variation using physical models and methods for practical applications on designs more insensitive to variation. * Provides a comprehensive guide to optimization and robustness for probabilistic design.
Автор: Yuriy Kharin Название: Robustness in Statistical Forecasting ISBN: 3319008390 ISBN-13(EAN): 9783319008394 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book examines robustness of time series forecasting. It evaluates sensitivity of the forecast risks to distortions and presents new robust forecasting procedures.
Автор: Y. Kharin Название: Robustness in Statistical Pattern Recognition ISBN: 0792342674 ISBN-13(EAN): 9780792342670 Издательство: Springer Рейтинг: Цена: 102480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Focuses on the problems of robust (stable) statistical pattern recognition. This volume is intended for mathematicians, statisticians, and engineers in applied mathematics, computer science and cybernetics. It is also useful as a textbook for a one-semester course for advanced undergraduate and graduate students training in the indicated fields.
Автор: Y. Kharin Название: Robustness in Statistical Pattern Recognition ISBN: 9048147603 ISBN-13(EAN): 9789048147601 Издательство: Springer Рейтинг: Цена: 135050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: At the first stage, until the middle of the 1970s, pattern recogni- tion theory was replenished mainly from adjacent mathematical disciplines: mathe- matical statistics, functional analysis, discrete mathematics, and information theory.
Автор: Mohamed Mansour; Silvano Balemi; Werner Tru?l Название: Robustness of Dynamic Systems with Parameter Uncertainties ISBN: 3034872704 ISBN-13(EAN): 9783034872706 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Robust Control is one of the fastest growing and promising areas of research today. However, this second workshop was restricted to robust control of dynamic systems with parameter uncertainties with the objective to concentrate on some aspects of robust control.
Автор: Claudia Becker; Roland Fried; Sonja Kuhnt Название: Robustness and Complex Data Structures ISBN: 3642443869 ISBN-13(EAN): 9783642443862 Издательство: Springer Рейтинг: Цена: 102480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Presented in honor of Ursula Gather`s 60th birthday this book deals with modern topics in the field of robust statistical methods, especially for time series and regression analysis, and with statistical methods for complex data structures.
Автор: Marat Ibragimov; Rustam Ibragimov; Johan Walden Название: Heavy-Tailed Distributions and Robustness in Economics and Finance ISBN: 3319168762 ISBN-13(EAN): 9783319168760 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book focuses on general frameworks for modeling heavy-tailed distributions in economics, finance, econometrics, statistics, risk management and insurance. These results motivate the development and applications of robust inference approaches under heavy tails, heterogeneity and dependence in observations.
Автор: Dieter Rasch; Moti Lal Tiku Название: Robustness of Statistical Methods and Nonparametric Statistics ISBN: 9400965303 ISBN-13(EAN): 9789400965300 Издательство: Springer Рейтинг: Цена: 74490.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Claudia Becker; Roland Fried; Sonja Kuhnt Название: Robustness and Complex Data Structures ISBN: 3642354939 ISBN-13(EAN): 9783642354939 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Presented in honor of Ursula Gather`s 60th birthday this book deals with modern topics in the field of robust statistical methods, especially for time series and regression analysis, and with statistical methods for complex data structures.
Автор: Constantin Zopounidis; Michael Doumpos Название: Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering ISBN: 1461371104 ISBN-13(EAN): 9781461371106 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides a new point of view on the field of financial engineering, through the application of multicriteria intelligent decision aiding systems.
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