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Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett (Cód: 3024758)

Torokhti, Anatoli; Howlett, Phil

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Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett

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Descrição

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 approximationNon-Lagrange interpolationGeneric Karhunen-Loeve transformGeneralised low-rank matrix approximationOptimal data compressionOptimal nonlinear filtering

Características

Peso 0.00 Kg
Produto sob encomenda Sim
Marca ELSEVIER S&T
Idioma 337
Acabamento e-book
Territorialidade Internacional
Formato Livro Digital Pdf
Gratuito Não
Proteção Drm Sim
Tamanho do Arquivo 9415
Início da Venda 11/04/2007
Código do Formato Pdf
Cód. Barras 9780080475387
Ano da edição 42007
Ano da Publicação 2007
AutorTorokhti, Anatoli; Howlett, Phil