- 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 = "
http://www.genetic-programming.org/hc2007/09-Radi/Radi-Paper-B.pdf",
-
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, Egypt",
