Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett, Volume 212 (Hardcover, 212th edition)

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.
- Best operator approximation,
- Non-Lagrange interpolation,
- Generic Karhunen-Loeve transform
- Generalised low-rank matrix approximation
- Optimal data compression
- Optimal nonlinear filtering

General

Imprint:	Elsevier Science Ltd
Country of origin:	United Kingdom
Series:	Mathematics in Science & Engineering
Release date:	March 2007
First published:	2007
Authors:	Anatoli Torokhti • Phil Howlett
Dimensions:	229 x 152 x 23mm (L x W x T)
Format:	Hardcover
Pages:	322
Edition:	212th edition
ISBN-13:	978-0-444-53044-8
Categories:	Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Vector & tensor analysis Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Promotions
LSN:	0-444-53044-4
Barcode:	9780444530448

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