Intelligent Computational Paradigms in Earthquake Engineering (Hardcover)

The enormous advances in computational hardware and software resources over the last fifteen years resulted in the development of non-conventional data processing and simulation methods. Among these methods artificial intelligence (AI) has been mentioned as one of the most eminent approaches to the so-called intelligent methods of information processing that present a great potential for engineering applications. ""Intelligent Computational Paradigms in Earthquake Engineering"" contains contributions that cover a wide spectrum of very important real-world engineering problems, and explore the implementation of neural networks for the representation of structural responses in earthquake engineering. This book assesses the efficiency of seismic design procedures and describes the latest findings in intelligent optimal control systems and their applications in structural engineering. ""Intelligent Computational Paradigms in Earthquake Engineering"" presents the application of learning machines, artificial neural networks and support vector machines as highly-efficient pattern recognition tools for structural damage detection. It includes an AI-based evaluation of bridge structures using life-cycle cost principles that considers seismic risk, and emphasizes the use of AI methodologies in a geotechnical earthquake engineering application.

General

Imprint:	Igi Publishing
Country of origin:	United States
Release date:	February 2007
First published:	February 2007
Editors:	Yiannis Tsompanakis • Nikos D. Lagaros
Dimensions:	254 x 178 x 25mm (L x W x T)
Format:	Hardcover
Pages:	300
ISBN-13:	978-1-59904-099-8
Categories:	Books > Professional & Technical > Other technologies > General Books > Computing & IT > Applications of computing > Computer modelling & simulation Books > Earth & environment > Earth sciences > Structure & properties of the Earth > Volcanology & seismology Books > Computing & IT > Computer software packages > Computer graphics software > General
LSN:	1-59904-099-9
Barcode:	9781599040998

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