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New Ground-Motion Prediction Equations Using Multi Expression Programing
High-precision attenuation models were derived to estimate peak ground acceleration (PGA), velocity (PGV), and displacement (PGD) using a new variant of genetic programming, namely multi expression programming (MEP). The models were established based on an extensive database of ground-motion recordings released by Pacific Earthquake Engineering Research Center (PEER). For more validity verification, the models were employed to predict the ground-motion parameters of the Iranian plateau earthquakes. The results indicate that the MEP attenuation models are capable of effectively estimating the peak ground-motion parameters. The proposed models are able to reach a prediction performance comparable with the attenuation relationships found in the literature.
New Ground-Motion Prediction Equations Using Multi Expression Programing
High-precision attenuation models were derived to estimate peak ground acceleration (PGA), velocity (PGV), and displacement (PGD) using a new variant of genetic programming, namely multi expression programming (MEP). The models were established based on an extensive database of ground-motion recordings released by Pacific Earthquake Engineering Research Center (PEER). For more validity verification, the models were employed to predict the ground-motion parameters of the Iranian plateau earthquakes. The results indicate that the MEP attenuation models are capable of effectively estimating the peak ground-motion parameters. The proposed models are able to reach a prediction performance comparable with the attenuation relationships found in the literature.
New Ground-Motion Prediction Equations Using Multi Expression Programing
Alavi, Amir Hossein (author) / Gandomi, Amir Hossein (author) / Modaresnezhad, Minoo (author) / Mousavi, Mehdi (author)
Journal of Earthquake Engineering ; 15 ; 511-536
2011-05-01
26 pages
Article (Journal)
Electronic Resource
English
New Ground-Motion Prediction Equations Using Multi Expression Programing
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