Structural Reliability Statistical Learning Perspectives /

• Main Author: Hurtado, Jorge Eduardo (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Edition: 1st ed. 2004.
• Series: Lecture Notes in Applied and Computational Mechanics, 17
• Subjects: Buildings-Design and construction.; Building.; Construction.; Engineering, Architectural.; Mechanics.; Mechanics, Applied.; Artificial intelligence.; Computational intelligence.; Building Construction and Design.; Theoretical and Applied Mechanics.; Artificial Intelligence.; Computational Intelligence.; Solid Mechanics.

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 machi...