Kniha Structural Reliability J. E. Hurtado

Structural Reliability

Statistical Learning Perspectives

Autor: J. E. Hurtado
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
3 426
This monograph presents an original approach to structural reliability from the perspective of stati...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2004
Stránek
257
EAN
9783540219637
ISBN
3540219633
Enbook ID
01559353
Hmotnost
1250
Rozměry
155 x 235 x 19

Kompletní popis

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.

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