Computational Methods for Modeling of Nonlinear Systems: v. 71 (Mathematics in Science & Engineering)

Torokhti, Anatoli

ISBN 10: 0120748509 / ISBN 13: 9780120748501

Published by Elsevier Science Publishing Co Inc, 1970

About this Item

Most items will be dispatched the same or the next working day. A copy that has been read but remains in clean condition. All of the pages are intact and the cover is intact and the spine may show signs of wear. The book may have minor markings which are not specifically mentioned. Ex library copy with usual stamps & stickers.

Seller Inventory # wbs8925943209

Bibliographic Details

• Title: Computational Methods for Modeling of Nonlinear Systems: v. 71 (Mathematics in Science & Engineering)
• Publisher: Elsevier Science Publishing Co Inc
• Publication Date: 1970
• Language: English
• ISBN 10: 0120748509
• ISBN 13: 9780120748501
• Binding: Hardcover
• Condition: Good
• Weight: 788 grams

About this title

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.

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