METHODS OF NONLINEAR ANALYSIS, Volume II (2). (Mathematics in Science and Engineering Series, Vol.61)

Richard Ernest Bellman

ISBN 10: 012084902X / ISBN 13: 9780120849024

Published by Academic Press, Inc., New York, NY, U.S.A., 1973

About this Item

With full markings and pocket. Rear cover replaced as it was missing, covers attached by repair.Weight prior to packaging is 1 lb., 5.5 oz. This volume was purchased by sealed bid from Wright-Patterson technical Library through DRMO, in the late 1990's. Size: 8vo.

Seller Inventory # 029400

Bibliographic Details

• Title: METHODS OF NONLINEAR ANALYSIS, Volume II (2). (Mathematics in Science and Engineering Series, Vol.61)
• Publisher: Academic Press, Inc., New York, NY, U.S.A.
• Publication Date: 1973
• Language: English
• ISBN 10: 012084902X
• ISBN 13: 9780120849024
• Binding: Hardcover
• Edition: 1st Edition.
• Condition: Very Good
• Dust Jacket Condition: No Jacket
• Book Type: Book
• Seller catalogs:
  • MATHEMATICS
  • SCIENTIFIC

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