In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a n-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. This book covers: best operator approximation, n-Lagrange interpolation, generic Karhunen-Loeve transform, generalised low-rank matrix approximation, optimal data compression, and optimal nlinear filtering.
Product Identifiers
Publisher
Elsevier Science Publishing Co Inc
ISBN-10
0120748509
ISBN-13
9780120748501
eBay Product ID (ePID)
105767265
Product Key Features
Format
Hardback
Language
English
Subject
Mathematics
Additional Product Features
Out-Of-Print Date
14/07/1994
Date of Publication
12/02/1970
Series Edited by
Julius T. Tou
Series Title
Mathematics in Science & Engineering
Content Note
Ill.
Country of Publication
United States
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