Hankel Norm Approximation for Infinite-Dimensional Systems

Model reduction is an important engineering problem in which one aims to replace an elaborate model by a simpler model without undue loss of accuracy. The accuracy can be mathematically measured in several possible norms and the Hankel norm is one such. The Hankel norm gives a meaningful notion of d...

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Bibliographic Details
Main Author: Sasane, A.
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2002, 2002
Edition:1st ed. 2002
Series:Lecture Notes in Control and Information Sciences
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
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505 0 |a Classes of well-posed linear systems -- Compactness and nuclearity of Hankel operators -- Characterization of all solutions -- State space solutions -- The non-exponentially stable case -- The case of regular linear systems -- Coda 
653 |a Mechanics, Applied 
653 |a Control, Robotics, Automation 
653 |a Applied Dynamical Systems 
653 |a Control theory 
653 |a Systems Theory, Control 
653 |a Multibody Systems and Mechanical Vibrations 
653 |a System theory 
653 |a Vibration 
653 |a Nonlinear theories 
653 |a Control engineering 
653 |a Robotics 
653 |a Mathematical physics 
653 |a Multibody systems 
653 |a Automation 
653 |a Mathematical Methods in Physics 
653 |a Dynamics 
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520 |a Model reduction is an important engineering problem in which one aims to replace an elaborate model by a simpler model without undue loss of accuracy. The accuracy can be mathematically measured in several possible norms and the Hankel norm is one such. The Hankel norm gives a meaningful notion of distance between two linear systems: roughly speaking, it is the induced norm of the operator that maps past inputs to future outputs. It turns out that the engineering problem of model reduction in the Hankel norm is closely related to the mathematical problem of finding solutions to the sub-optimal Nehari-Takagi problem, which is called "the sub-optimal Hankel norm approximation problem" in this book. Although the existence of a solution to the sub-optimal Hankel norm approximation problem has been known since the 1970s, this book presents explicit solutions and, in particular, new formulae for several large classes of infinite-dimensional systems for the first time