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Singular and Degenerate Cauchy Problems pdf

Singular and Degenerate Cauchy Problems pdf

Singular and Degenerate Cauchy Problems.cR.W. Carroll
Singular and Degenerate Cauchy Problems
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Author: R.W. Carroll
Number of Pages: 322 pages
Published Date: 07 Feb 1977
Publisher: Elsevier Science Publishing Co Inc
Publication Country: San Diego, United States
Language: none
ISBN: 9780121614508
File size: 34 Mb
Download Link: Singular and Degenerate Cauchy Problems
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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. This book covers: best operator approximation, non-Lagrange interpolation, generic Karhunen-Loeve transform, generalised low-rank matrix approximation, optimal data compression, and optimal nonlinear filtering.

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