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Erschienen in:
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2016 | OriginalPaper | Buchkapitel

Computer-Based Ground Motion Attenuation Modeling Using Levenberg-Marquardt Method

verfasst von : E. Irwansyah, Rian Budi Lukmanto, Rokhana D. Bekti, Priscilia Budiman

Erschienen in: Automation Control Theory Perspectives in Intelligent Systems

Verlag: Springer International Publishing

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Abstract

In this paper, we present the results of research on the optimization modeling of ground motion attenuation of the two establish models by Youngs et al. [25] and the model of Lin and Lee [13] using the Levenberg-Marquardt method. This modeling is particularly important in the case of ground motion given that it takes a good model for predicting the strength of earthquakes in order to reduce the risk of the impact of the natural disaster. There are two main contributions of this research is the optimization of ground motion attenuation models with Levenberg-Marquardt method on two models that have been extensively used and the development of computer applications to help accelerate modeling, especially on large data with an area of extensive research. Levenberg-Marquardt method proved to give a good contribution to the modeling of ground motion attenuation that is indicated by the very small deviations between the predicted values with the actual value.

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Vorheriges Kapitel Adaptive Decentralized Controller for Regulating an Elastic Coupled Multi-motor System
Nächstes Kapitel Method of the Debugging of the Knowledge Bases of Intellectual Decision Making Systems
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Metadaten
Titel
Computer-Based Ground Motion Attenuation Modeling Using Levenberg-Marquardt Method
verfasst von
E. Irwansyah
Rian Budi Lukmanto
Rokhana D. Bekti
Priscilia Budiman
Copyright-Jahr
2016
Buch
Automation Control Theory Perspectives in Intelligent Systems

Print ISBN: 978-3-319-33387-8

Electronic ISBN: 978-3-319-33389-2

Copyright-Jahr: 2016

DOI
https://doi.org/10.1007/978-3-319-33389-2_28

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