Genetic programming-based attenuation relationship: An application of recent earthquakes in Turkey
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Article{Cabalar20091884,
-
author = "Ali Firat Cabalar and Abdulkadir Cevik",
-
title = "Genetic programming-based attenuation relationship: An
application of recent earthquakes in Turkey",
-
journal = "Computers \& Geosciences",
-
volume = "35",
-
number = "9",
-
pages = "1884--1896",
-
year = "2009",
-
ISSN = "0098-3004",
-
DOI = "doi:10.1016/j.cageo.2008.10.015",
-
URL = "http://www.sciencedirect.com/science/article/B6V7D-4W99W08-1/2/aa19b6639659945b1d4e78c6209fe435",
-
keywords = "genetic algorithms, genetic programming, Attenuation
relationship",
-
abstract = "This study investigates an application of genetic
programming (GP) for the prediction of peak ground
acceleration (PGA) using strong-ground-motion data from
Turkey. The input variables in the developed GP model
are the average shear-wave velocity, earthquake source
to site distance and earthquake magnitude, and the
output is the PGA values. The proposed GP model is
based on the most reliable database compiled for
earthquakes in Turkey. The results show that the
consistency between the observed PGA values and the
predicted ones by the GP model yields relatively high
correlation coefficients (R2=0.75). The proposed model
is also compared with an existing attenuation
relationship and found to be more accurate.",
- }
Genetic Programming entries for
Ali Firat Cabalar
Abdulkadir Cevik
Citations