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Books > Professional & Technical > Civil engineering, surveying & building > Structural engineering
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Structural Identification and Damage Detection using Genetic Algorithms - Structures and Infrastructures Book Series, Vol. 6 (Electronic book text)
Loot Price: R1,942
Discovery Miles 19 420
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Structural Identification and Damage Detection using Genetic Algorithms - Structures and Infrastructures Book Series, Vol. 6 (Electronic book text)
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Rapid advances in computational methods and computer capabilities
have led to a new generation of structural identification
strategies. Robust and efficient methods have successfully been
developed on the basis of genetic algorithms (GA). This volume
presents the development of a novel GA-based identification
strategy that contains several advantageous features compared to
previous methods. Focusing on structural identification problems
with limited and noise contaminated measurements; it provides
insight into the effects of various identification parameters on
the identification accuracy for systems with known mass. It then
proposes a generalization for systems with unknown mass, stiffness
and damping properties. The GA identification strategy is
subsequently extended for structural damage detection. The findings
of the output-only strategy and substructural identification
represent a great leap forward from the practical point of view.
This book is intended for researchers, engineers and graduate
students in structural and mechanical engineering, particularly for
those interested in model calibration, parameter estimation and
damage detection of structural and mechanical systems using the
state-of-the-art GA methodology.
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