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Torokhti A., Howlett P. — Computational Methods for Modeling of Nonlinear Systems. Volume 212
Torokhti A., Howlett P. — Computational Methods for Modeling of Nonlinear Systems. Volume 212



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Название: Computational Methods for Modeling of Nonlinear Systems. Volume 212

Авторы: Torokhti A., Howlett P.

Аннотация:

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


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Неизвестно

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Год издания: 2007

Количество страниц: 413

Добавлена в каталог: 03.08.2014

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