Erschienen: 01.01.1961 Abbildung von Torokhti / Howlett | Computational Methods for Modeling of Nonlinear Systems | 1961 | 4

Torokhti / Howlett

Computational Methods for Modeling of Nonlinear Systems

lieferbar, ca. 10 Tage

ca. 127,33 €

inkl. Mwst.

1961. Buch. 322 S. Hardcover

Elsevier Science & Technology. ISBN 978-0-12-437056-2

Format (B x L): 15,2 x 22,9 cm

In englischer Sprache

Das Werk ist Teil der Reihe: Mathematics in Science and Engineering; 4

Produktbeschreibung

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

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