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Prediction Of Nonlinear System In Optics Using Genetic Programming

Author

Listed:
  • AMR RADI

    (Physics Department, Ain Shams University, Cairo, Egypt)

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 fiber 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.

Suggested Citation

  • Amr Radi, 2007. "Prediction Of Nonlinear System In Optics Using Genetic Programming," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(03), pages 369-374.
    • Handle: RePEc:wsi:ijmpcx:v:18:y:2007:i:03:n:s0129183107009777
    DOI: 10.1142/S0129183107009777
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