Computational Methods for Modeling of Nonlinear Systems

Greenberg, Harold; Torokhti, Anatoli; Howlett, Phil

ISBN 10: 0122994507 / ISBN 13: 9780122994500

Published by Elsevier Science & Technology, 1971

Former library book; Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.01. Seller Inventory # G0122994507I3N10

Synopsis:

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.

Bibliographic Details

Title: Computational Methods for Modeling of ...
Publisher: Elsevier Science & Technology
Publication Date: 1971
Binding: Hardcover
Condition: Good
Dust Jacket Condition: No Jacket