Kniha Structural Reliability J. E. Hurtado

Structural Reliability

Statistical Learning Perspectives

Autor: J. E. Hurtado
Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
149.76
This monograph presents an original approach to structural reliability from the perspective of stati...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2004
Stránok
257
EAN
9783540219637
ISBN
3540219633
Enbook ID
01559353
Hmotnosť
1250
Rozmery
155 x 235 x 19

Kompletný 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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