Optimization and Dynamical Systems
Forew. by R. Brockett
(Sprache: Englisch)
The authors address both classical and previously unsolved optimization tasks in algebra, linear systems theory, control theory and signal processing. Exploiting a dynamical systems approach for tackling a wide class of constrained optimization tasks.This...
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The authors address both classical and previously unsolved optimization tasks in algebra, linear systems theory, control theory and signal processing. Exploiting a dynamical systems approach for tackling a wide class of constrained optimization tasks.This publication will be of interest to engineers and mathematicians. Engineers will learn the mathematics and the technical approach necessary to solve a wide class of constrained optimization tasks. Mathematicians will see how techniques from globalanalysis and differential geometry can be developed to achieve useful construction procedures for optimization on manifolds.
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 mathematicians. Engineers will learn the mathematics and the technical approach necessary to solve a wide class of constrained optimization tasks. Mathematicians will see how techniques from global analysis and differential geometry can be developed to achieve useful construction procedures for optimization on manifolds.
Inhaltsverzeichnis zu „Optimization and Dynamical Systems “
- 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
Bibliographische Angaben
- Autoren: Uwe Helmke , John B. Moore
- 1994, 389 Seiten, 33 Abbildungen, Maße: 24 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3540198571
- ISBN-13: 9783540198574
Sprache:
Englisch
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