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Structural Reliability

Name: Structural Reliability
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01559353
Price: 154.26 EUR
Availability: InStock
Author: J. E. Hurtado
ISBN: 9783540219637

Statistical Learning Perspectives

J. E. Hurtado

Jezik

Angleščina

Knjiga Trda

Koda Libristo: 01559353

Založba Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, maj 2004

This monograph presents an original approach to structural reliability from the perspective of stati... Celoten opis

Koda Libristo: 01559353

373 b

154.26 €

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This monograph presents an original approach to structural reliability from the perspective of statistical learning theory. It proposes new methods for solving the reliability problem utilizing the recent developments in computational learning theory, such as neural networks and support vector machines. It also demonstrates important issues on the management of samples in Monte Carlo simulation for structural reliability analysis purposes and examines the treatment of the structural reliability problem as a pattern recognition or classification task. This carefully written monograph is aiming at researchers and students in civil and mechanical engineering, especially in reliability engineering, structural analysis, or statistical learning.