Model Reduction and Approximation PDF
By:Peter Benner,Albert Cohen,Mario Ohlberger,Karen Willcox
Published on 2017-07-06 by SIAM
Many physical, chemical, biomedical, and technical processes can be described by partial differential equations or dynamical systems. In spite of increasing computational capacities, many problems are of such high complexity that they are solvable only with severe simplifications, and the design of efficient numerical schemes remains a central research challenge. This book presents a tutorial introduction to recent developments in mathematical methods for model reduction and approximation of complex systems. Model Reduction and Approximation: Theory and Algorithms contains three parts that cover (I) sampling-based methods, such as the reduced basis method and proper orthogonal decomposition, (II) approximation of high-dimensional problems by low-rank tensor techniques, and (III) system-theoretic methods, such as balanced truncation, interpolatory methods, and the Loewner framework. It is tutorial in nature, giving an accessible introduction to state-of-the-art model reduction and approximation methods. It also covers a wide range of methods drawn from typically distinct communities (sampling based, tensor based, system-theoretic).?? This book is intended for researchers interested in model reduction and approximation, particularly graduate students and young researchers.
This Book was ranked at 22 by Google Books for keyword 481-Download Engineering Novel PDF.
Book ID of Model Reduction and Approximation's Books is dbEsDwAAQBAJ, Book which was written byPeter Benner,Albert Cohen,Mario Ohlberger,Karen Willcoxhave ETAG "qxVzTSTDwOM"
Book which was published by SIAM since 2017-07-06 have ISBNs, ISBN 13 Code is 9781611974829 and ISBN 10 Code is 1611974828
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