Structural Reliability Statistical Learning Perspectives /

• Κύριος συγγραφέας: Hurtado, Jorge Eduardo (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Έκδοση: 1st ed. 2004.
• Σειρά: Lecture Notes in Applied and Computational Mechanics, 17
• Θέματα: 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...