Prediction of non-linear system in optics using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4221

  author =       "Amr Radi",
  title =        "Prediction of non-linear system in optics using
                 genetic programming",
  journal =      "International Journal of Modern Physics C,
                 Computational Physics and Physical Computation",
  year =         "2007",
  volume =       "18",
  number =       "3",
  pages =        "369--374",
  keywords =     "genetic algorithms, genetic programming, refractive
                 index, temperature, wavelength; nonlinear",
  URL =          "",
  DOI =          "doi:10.1142/S0129183107009777",
  size =         "6 pages",
  abstract =     "It is difficult to predict the dynamics of systems
                 which are nonlinear and whose characteristic is
                 unknown. In order to build a model of the system from
                 input and output data without any knowledge about the
                 system, we try automatically to build prediction model
                 by Genetic Programming (GP).

                 GP has been used to discover the function that
                 describes nonlinear system to study the effect of
                 wavelength and temperature on the refractive index of
                 the fibre core. The predicted distribution from the GP
                 based model is compared with the experimental data. The
                 discovered function of the GP model has proved to be an
                 excellent match to the experimental data.",
  notes =        "IJMPC 2007 HUMIES GECCO-2007

                 Physics Department, Ain Shams University, Cairo,

Genetic Programming entries for Amr Mohamed Mahmoud Khairat Radi