Computational Methods for Modeling of Nonlinear Systems

A. Torokhti

ISBN 10: 0444561013 / ISBN 13: 9780444561015

Verlag: Elsevier Science, 2012

Beschreibung

412 pages. 9.00x6.00x0.97 inches. In Stock. Bestandsnummer des Verkäufers zk0444561013

Bibliografische Details

Titel: Computational Methods for Modeling of ...

Verlag: Elsevier Science

Erscheinungsdatum: 2012

Einband: Paperback

Zustand: Brand New

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Reseña del editor:

In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation; methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory. As a result, the book represents a blend of new methods in general computational analysis, and specific, but also generic, techniques for study of systems theory ant its particular branches, such as optimal filtering and information compression.