Theory of Difference Equations Numerical Methods and Applications by V Lakshmikantham and D Trigiante (Volume 181) (Mathematics in Science & Engineering, Volume 181) - Hardcover

Hardcover

ISBN 10: 0124341004 ISBN 13: 9780124341005

Verlag: Elsevier Science Publishing Co Inc, 1988

Inhaltsangabe

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; andmethods 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 particularbranches, such as optimal filtering and information compression.

Über diesen Titel

Reseña del editor

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

Details zur Ausgabe

• Verlag: Elsevier Science Publishing Co Inc
• Erscheinungsdatum: 1988
• Sprache: Englisch
• ISBN 10: 0124341004
• ISBN 13: 9780124341005
• Einband: Tapa dura
• Anzahl der Seiten: 322
• Herausgeber: Lakshmikantham, Trigiante D.
• Kontakt zum Hersteller: Nicht verfügbar