Identification, Adaptation, Learning

Name: Identification, Adaptation, Learning
Brand: Springer, Berlin
SKU: 9783642082481
Price: 210.57 EUR
Availability: InStock

The Science of Learning Models from Data

Автор: Sergio Bittanti, Giorgio Picci

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 5-8 дни

210.57 € 411.83 лв

This book offers a tutorial view of recent trends in the science of modelling, adaptation, and learn...

Информация за книгата

Автор

Sergio Bittanti, Giorgio Picci

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

552

EAN

9783642082481

ISBN

3642082483

Enbook ID

01653280

Издател

Springer, Berlin

Теглоt

884

Размери

152 x 229 x 33

Пълно описание

This book offers a tutorial view of recent trends in the science of modelling, adaptation, and learning. The most important modern approaches to identification, namely the stochastic, behavioral, subspace, and frequency domain approaches, are discussed thoroughly. On adaptation, tuning the parameters of a linear model is presented as a cure for uncertainty, and the asymptotics of recursive least squares and self-tuning systems are explained simply after a fully deterministic analysis. For constructing nonlinear models from data, neural networks and wavelets are considered as useful nonlinear tools, and fuzzy logic is presented as a way of coping with qualitative information. A final chapter deals with optimization methods. The book will become an important reference for researchers in the field.

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Identification, Adaptation, Learning

The Science of Learning Models from Data

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също