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Optimization and Dynamical Systems

Author: Uwe Helmke; John B Moore
Publisher: London : Springer London, 1994.
Series: Communications and control engineering.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This study addresses both classical and previously unsolved optimization tasks in linear algebra, linear systems theory, control theory and signal processing. Exploiting developments in Computation such as Parallel Computing and Neural Networks, it gives a dynamical systems approach for tackling a wide class of constrained optimization tasks. Optimization and Dynamical Systems will be of interest to engineers and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Uwe Helmke; John B Moore
ISBN: 9781447134671 1447134672
OCLC Number: 853262480
Description: 1 online resource (xiii, 403 pages).
Contents: Matrix Eigenvalue Methods --
Double Bracket Isospectral Flows --
Singular Value Decomposition --
Linear Programming --
Approximation and Control --
Balanced Matrix Factorizations --
Invariant Theory and System Balancing --
Balancing via Gradient Flows --
Sensitivity Optimization --
Linear Algebra --
Dynamical Systems --
Global Analysis.
Series Title: Communications and control engineering.
Responsibility: by Uwe Helmke, John B. Moore.

Abstract:

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.  Read more...

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