Optimization and Dynamical Systems

Language: English

Published by Springer Apr 2014, 2014

1447134699 / 9781447134695

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This item is printed on demand - Print on Demand Titel. Neuware -This work is aimed at mathematics and engineering graduate students and researchers in the areas of optimization, dynamical systems, control sys tems, signal processing, and linear algebra. The motivation for the results developed here arises from advanced engineering applications and the emer gence of highly parallel computing machines for tackling such applications. The problems solved are those of linear algebra and linear systems the ory, and include such topics as diagonalizing a symmetric matrix, singular value decomposition, balanced realizations, linear programming, sensitivity minimization, and eigenvalue assignment by feedback control. The tools are those, not only of linear algebra and systems theory, but also of differential geometry. The problems are solved via dynamical sys tems implementation, either in continuous time or discrete time , which is ideally suited to distributed parallel processing. The problems tackled are indirectly or directly concerned with dynamical systems themselves, so there is feedback in that dynamical systems are used to understand and optimize dynamical systems. One key to the new research results has been the recent discovery of rather deep existence and uniqueness results for the solution of certain matrix least squares optimization problems in geomet ric invariant theory. These problems, as well as many other optimization problems arising in linear algebra and systems theory, do not always admit solutions which can be found by algebraic methods.Springer Nature Customer Service Center GmbH, Europaplatz 3, 69115 Heidelberg 420 pp. Englisch.…

Seller Inventory # 9781447134695

Title
Optimization and Dynamical Systems
Author
Uwe Helmke
Publisher
Springer Apr 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1447134699
ISBN 13
9781447134695
Item weight
786 grams
Dimensions
254x178x23 mm

buchversandmimpf2000

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