Structural Identification and Damage Detection Using Genetic Algorithm - Structures and Infrastructures Book Series, Vol. 6

Informationen zum Autor Chan Ghee Koh, Michael J. Perry, Klappentext A comprehensive review of robust methods based on genetic algorithms (GA), this book presents readers with the background and recent developments required to conduct research and apply GA-based methods for parameter identification, model updating, and damage detection of structural dynamic systems. It demonstrates a novel strategy that focuses on structural identification problems with limited and noise-contaminated measurements. This book also presents parameter estimation of non-linear structural systems to illustrate the power and versatility of the GA-based identification strategy. Zusammenfassung Robust and efficient methods have successfully been developed on the basis of genetic algorithms (GA). This title presents the development of the GA-based identification strategy. It focuses on structural identification problems with limited and noise contaminated measurements. Inhaltsverzeichnis 1. Introduction; 2. A Primer to Genetic Algorithms; 3. An Improved GA Strategy; 4. Structural Identification by GA; 5. Output-Only Structural Identification; 6. Structural Damage Detection; 7. Experimental Verification Study; 8. Substructure Methods of Identification; References, Appendix, Index.

Product details

• Authors: Chan Ghee Koh, Chan Ghee (National University of Singapore Koh, Chan Ghee (Nus Singapore Koh, Chan Ghee Perry Koh, Koh Chan Ghee, Michael J. Perry, Michael J. (Keppel Offshore and Marine Technology Perry, Michael John Perry
• Assisted by: Dan Frangopol (Editor), Dan Frangopol (Editor of the series)
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 07.12.2009
• EAN: 9780415461023
• ISBN: 978-0-415-46102-3
• No. of pages: 164
• Series: Structures and Infrastructures; Structures and Infrastructures
• Subjects: Natural sciences, medicine, IT, technology > Technology > Structural and environmental engineering; Social sciences, law, business > Business > Individual industrial sectors, branches; TECHNOLOGY & ENGINEERING / Structural, Structural engineering