Optimization and Dynamical Systems - Rilegato

Helmke, Uwe; Moore, John B.

 
9783540198574: Optimization and Dynamical Systems

Sinossi

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 global analysis and differential geometry can be developed to achieve useful construction procedures for optimization on manifolds.

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Contenuti

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.

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Altre edizioni note dello stesso titolo

9781447134695: Optimization and Dynamical Systems

Edizione in evidenza

ISBN 10:  1447134699 ISBN 13:  9781447134695
Casa editrice: Springer, 2014
Brossura