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Structural Reliability

Statistical Learning Perspectives

Language EnglishEnglish
Book Hardback
Book Structural Reliability J. E. Hurtado
Libristo code: 01559353
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, May 2004
This monograph presents an original approach to structural reliability from the perspective of stati... Full description
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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.

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About the book

Full name Structural Reliability
Author J. E. Hurtado
Language English
Binding Book - Hardback
Date of issue 2004
Number of pages 257
EAN 9783540219637
ISBN 3540219633
Libristo code 01559353
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 1250
Dimensions 155 x 235 x 19

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Technology, Engineering, Agriculture > Mechanical engineering & materials > Materials science > Mechanics of solids
Technology, Engineering, Agriculture > Civil engineering, surveying & building > Building construction & materials > Heating, lighting, ventilation
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Mechanical engineering & materials > Mechanical engineering
Technology, Engineering, Agriculture > Civil engineering, surveying & building > Structural engineering
Computing & Information Technology > Computer science > Artificial intelligence
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