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Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms, Peter Benner, Wilhelmus Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luis Miguel Silveira


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Автор: Peter Benner, Wilhelmus Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luis Miguel Silveira
Название:  Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms
ISBN: 9783110500431
Издательство: Walter de Gruyter
Классификация:






ISBN-10: 3110500434
Обложка/Формат: Hardback
Страницы: 388
Вес: 0.82 кг.
Дата издания: 08.11.2021
Серия: Mathematics
Язык: English
Иллюстрации: 9 illustrations, black and white; 66 illustrations, color; 15 tables, black and white
Размер: 244 x 170 x 22
Читательская аудитория: Professional and scholarly
Ключевые слова: Applied mathematics,Calculus & mathematical analysis,Mathematical physics,Numerical analysis,Production engineering, MATHEMATICS / Applied,MATHEMATICS / Numerical Analysis,SCIENCE / Physics / Mathematical & Computational,TECHNOLOGY & ENGINEERING / Automat
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Поставляется из: Германии
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An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.




Reduced Order Methods for Modeling and Computational Reduction

Автор: Alfio Quarteroni; Gianluigi Rozza
Название: Reduced Order Methods for Modeling and Computational Reduction
ISBN: 3319020897 ISBN-13(EAN): 9783319020891
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book details advances and developments in reduced order methods for modeling and computational reduction of complex parametrized systems held by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques.

Model Order Reduction: Volume 3: Applications

Автор: Peter Benner
Название: Model Order Reduction: Volume 3: Applications
ISBN: 3110500442 ISBN-13(EAN): 9783110500448
Издательство: Walter de Gruyter
Цена: 30673.00 р.
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Описание:

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This three-volume handbook covers methods as well as applications. This third volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.

Index-aware Model Order Reduction Methods

Автор: N. Banagaaya; Giuseppe Al?; Wil H.A. Schilders
Название: Index-aware Model Order Reduction Methods
ISBN: 9462391882 ISBN-13(EAN): 9789462391888
Издательство: Springer
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Цена: 7685.00 р.
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Описание: The main aim of this book is to discuss model order reduction (MOR) methods for differential-algebraic equations (DAEs) with linear coefficients that make use of splitting techniques before applying model order reduction.

Reduced Order Methods for Modeling and Computational Reduction

Автор: Alfio Quarteroni; Gianluigi Rozza
Название: Reduced Order Methods for Modeling and Computational Reduction
ISBN: 3319377353 ISBN-13(EAN): 9783319377353
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book details advances and developments in reduced order methods for modeling and computational reduction of complex parametrized systems held by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques.

Interpolatory Methods for Model Reduction

Автор: Athanasios C. Antoulas
Название: Interpolatory Methods for Model Reduction
ISBN: 1611976073 ISBN-13(EAN): 9781611976076
Издательство: Mare Nostrum (Eurospan)
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Цена: 10220.00 р.
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Описание: Dynamical systems are a principal tool in the modeling, prediction, and control of a wide range of complex phenomena. As the need for improved accuracy leads to larger and more complex dynamical systems, direct simulation often becomes the only available strategy for accurate prediction or control, inevitably creating a considerable burden on computational resources. This is the main context where one considers model reduction, seeking to replace large systems of coupled differential and algebraic equations that constitute high fidelity system models with substantially fewer equations that are crafted to control the loss of fidelity that order reduction may induce in the system response. Interpolatory methods are among the most widely used model reduction techniques, and Interpolatory Methods for Model Reduction is the first comprehensive analysis of this approach available in a single, extensive resource. It introduces state-of-the-art methods reflecting significant developments over the past two decades, covering both classical projection frameworks for model reduction and data-driven, nonintrusive frameworks.This textbook is appropriate for a wide audience of engineers and other scientists working in the general areas of large-scale dynamical systems and data-driven modeling of dynamics.

Model Order Reduction: Theory, Research Aspects and Applications

Автор: Wilhelmus H. Schilders; Henk A. van der Vorst; Joo
Название: Model Order Reduction: Theory, Research Aspects and Applications
ISBN: 3540788409 ISBN-13(EAN): 9783540788409
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Describes the basics of model order reduction and related aspects. This work covers both general and specialized model order reduction techniques for linear and nonlinear systems, and discusses the use of model order reduction techniques in a variety of practical applications. It also contains many advances in model order reduction.

Model Order Reduction Techniques with Applications in Electrical Engineering

Автор: L. Fortuna; G. Nunnari; A. Gallo
Название: Model Order Reduction Techniques with Applications in Electrical Engineering
ISBN: 1447132009 ISBN-13(EAN): 9781447132004
Издательство: Springer
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Цена: 14365.00 р.
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Описание: Model Order Reduction Techniqes focuses on model reduction problems with particular applications in electrical engineering. Particular attention is given to providing basic concepts for building expert systems for model reducution.

IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018

Автор: J?rg Fehr; Bernard Haasdonk
Название: IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018
ISBN: 303021012X ISBN-13(EAN): 9783030210120
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This volume contains the proceedings of the IUTAM Symposium on Model Order Reduction of Coupled System, held in Stuttgart, Germany, May 22–25, 2018.For the understanding and development of complex technical systems, such as the human body or mechatronic systems, an integrated, multiphysics and multidisciplinary view is essential. Many problems can be solved within one physical domain. For the simulation and optimization of the combined system, the different domains are connected with each other. Very often, the combination is only possible by using reduced order models such that the large-scale dynamical system is approximated with a system of much smaller dimension where the most dominant features of the large-scale system are retained as much as possible. The field of model order reduction (MOR) is interdisciplinary. Researchers from Engineering, Mathematics and Computer Science identify, explore and compare the potentials, challenges and limitations of recent and new advances.

Coping with Complexity: Model Reduction and Data Analysis

Автор: Alexander N. Gorban; Dirk Roose
Название: Coping with Complexity: Model Reduction and Data Analysis
ISBN: 3642265618 ISBN-13(EAN): 9783642265617
Издательство: Springer
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Цена: 24456.00 р.
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Описание: This volume contains the extended version of selected talks given at the international research workshop "Coping with Complexity: Model Reduction and Data Analysis", Ambleside, UK, August 31 - September 4, 2009.

Model Order Reduction: Theory, Research Aspects and Applications

Автор: Wilhelmus H. Schilders; Henk A. van der Vorst; Joo
Название: Model Order Reduction: Theory, Research Aspects and Applications
ISBN: 3642427731 ISBN-13(EAN): 9783642427732
Издательство: Springer
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Цена: 23058.00 р.
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Описание: The goal of this book is to describe the basics of model order reduction and related aspects. This is a high-quality book on industrial mathematics by one of the major research consortia in this field.

Model Order Reduction Techniques with Applications in Finite Element Analysis

Автор: Zu-Qing Qu
Название: Model Order Reduction Techniques with Applications in Finite Element Analysis
ISBN: 1849969248 ISBN-13(EAN): 9781849969246
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Winner of the 2003 Thomas and Znaniecki Award, this book based on extensive research in all of the major Israeli communities including New York, Paris and London, looks at their reasons for leaving, their relations with Israelis who have not left and with the Jewish and non-Jewish communities in the countries in which they settle, as well as those who after years of emigration, decide to return.


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