Intelligent Computational Paradigms in Earthquake Engineering

Nikos D. Lagaros

ISBN 10: 1599040999 / ISBN 13: 9781599040998

Editore: Idea Group Publishing, 2007

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Codice articolo 9781599040998

Dati bibliografici

• Titolo: Intelligent Computational Paradigms in Earthquake Engineering
• Editore: Idea Group Publishing
• Data di pubblicazione: 2007
• Lingua: Inglese
• ISBN 10: 1599040999
• ISBN 13: 9781599040998
• Rilegatura: Buch
• Condizione: Neu
• Dimensioni: 260 L x 183 A x 29 P (millimetri) 260 millimetri di larghezza per 183 millimetri di altezza per 29 millimetri di profondità
• Peso: 1061 grammi

Descrizione articolo

Riassunto

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.

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Unusual book