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Control perspectives on numerical algorithms and matrix problems [electronic resource] /

Amit Bhaya, Eugenius Kaszkurewicz.

Book Cover
Main Author: Bhaya, Amit.
Other Names: Kaszkurewicz, Eugenius.
Published: Philadelphia, Pa. : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 2006.
Series: Advances in design and control.
Topics: Control theory. | Numerical analysis. | Algorithms. | Mathematical optimization. | Matrices.
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100 1 |aBhaya, Amit.
245 10|aControl perspectives on numerical algorithms and matrix problems|h[electronic resource] /|cAmit Bhaya, Eugenius Kaszkurewicz.
260 |aPhiladelphia, Pa. :|bSociety for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104),|c2006.
300 |a1 electronic text (xxv, 272 p. : ill.) :|bdigital file.
490 1 |aAdvances in design and control
504 |aIncludes bibliographical references (p. 233-253) and index.
505 0 |aBrief Review of Control and Stability Theory -- Algorithms as Dynamical Systems with Feedback -- Optimal Control and Variable Structure Design of Iterative Methods -- Neural-Gradient Dynamical Systems for Linear and Quadratic Programming Problems -- Control Tools in the Numerical Solution of Ordinary Differential Equations and in Matrix Problems -- Epilogue.
506 |aRestricted to subscribers or individual electronic text purchasers.
520 3 |aControl Perspectives on Numerical Algorithms and Matrix Problems organizes the analysis and design of iterative numerical methods from a control perspective. The authors discuss a variety of applications, including iterative methods for linear and nonlinear systems of equations, neural networks for linear and quadratic programming problems, support vector machines, integration and shooting methods for ordinary differential equations, matrix preconditioning, matrix stability, and polynomial zero finding. This book opens up a new field of interdisciplinary research that should lead to insights in the areas of both control and numerical analysis and shows that a wide range of applications can be approached from, and benefit from, a control perspective.
530 |aAlso available in print version.
538 |aMode of access: World Wide Web.
538 |aSystem requirements: Adobe Acrobat Reader.
588 |aDescription based on title page of print version.
650 0|aControl theory.
650 0|aNumerical analysis.
650 0|aAlgorithms.
650 0|aMathematical optimization.
650 0|aMatrices.
653 |aControl theory
653 |aSystem theory
653 |aIterative methods
653 |aNumerical methods for ODEs
653 |aLiapunov functions
653 |aGradient dynamical systems
700 1 |aKaszkurewicz, Eugenius.
710 2 |aSociety for Industrial and Applied Mathematics.
776 08|iPrint version:|z0898716020|z9780898716023|w(DLC) 2005057551
830 0|aAdvances in design and control.
856 40|3SIAM|uhttps://ezproxy.gl.iit.edu/login?url=http://epubs.siam.org/ebooks/siam/advances_in_design_and_control/dc10|zAccess to the electronic version for current IIT main & branch campus students, faculty, & staff.

Staff View for: Control perspectives on numerical algori