Ground motion prediction equations (GMPEs) for elastic response spectra in the Iranian plateau using Gene Expression Programming (GEP)

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@Article{journals/jifs/AmiriAT14,
  title =        "Ground motion prediction equations ({GMPE}s) for
                 elastic response spectra in the Iranian plateau using
                 Gene Expression Programming ({GEP})",
  author =       "Gholamreza Ghodrati Amiri and 
                 Mohamad Shamekhi Amiri and Zahra Tabrizian",
  journal =      "Journal of Intelligent and Fuzzy Systems",
  year =         "2014",
  number =       "6",
  volume =       "26",
  pages =        "2825--2839",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming",
  bibdate =      "2014-05-27",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/journals/jifs/jifs26.html#AmiriAT14",
  URL =          "http://dx.doi.org/10.3233/IFS-130950",
  DOI =          "doi:10.3233/IFS-130950",
  abstract =     "This paper proposes ground-motion prediction equations
                 (GMPEs) for the horizontal component of earthquake in
                 Iranian plateau. These equations present the velocity
                 and acceleration response spectra at 5percent damping
                 ratio as continuous period functions, within range of
                 0.1 to 4 seconds. So far many equations have been
                 presented and the recent suggested proportions are
                 functions of several parameters. In this research, due
                 to easy usage and lack of information in Iran, only the
                 magnitude of earthquake, the distance between
                 earthquake source and the location and the ground type
                 are used as important factors. Iranian plateau is
                 divided into two zones: Alborz-Central Iran and Zagros,
                 each of which is divided into rock and soil region
                 according to the ground type. Regarding the fact that
                 the occurred and reported earthquakes in Iran are
                 shallow, surface wave magnitude (Ms) is used in this
                 study. Moreover, hypocentral distance is considered as
                 distance between the earthquake source and the
                 location. To obtain the velocity and acceleration
                 response spectra, a Gene Expression Programming (GEP)
                 algorithm is used which uses no constant regression
                 model and the model is acquired smartly as a continuous
                 period function. The consequences show a consistency
                 with high proportionality coefficient among the
                 observed and anticipated results",
}

Genetic Programming entries for Gholamreza Ghodrati Amiri Mohamad Shamekhi Amiri Zahra Tabrizian

Citations