Differential Evolution Algorithm Used for Parameters Reconstruction of Fiber Gratings

Abstract:

Differential Evolution (DE) algorithm has been used to solve the reverse problem of fiber gratings, namely, reconstructing the structure parameters of uniform and chirped fiber gratings from the target reflection spectra. The reconstructed parameters and corresponding spectra are in good agreement with the target ones. Numerical examples demonstrate the highly efficiency and accuracy of DE algorithm in solving the reverse problem of fiber Gratings.

• Periodical: Advanced Materials Research (Volume 422)
• Pages: 87-90
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.422.87
• Online since: December 2011
• Authors: Xiao Yan Wen, Yu Qian, Nie Fei
• Keywords: Differential Evolution (DE) Algorithm, Fiber Gratings, Parameter Reconstruction, Reverse Problem

References

[1] K. A. Winick, J. E. Roman, Vol 26 (1990), pp.1918-1929

[2] E. Peral, J. Capmany, J. Marti, IEEE J. Quantum Electron., Vol 32 (1996), pp.2078-2084

[3] M. A. Muriel, J. Azana, A. Carballar, Opt. Lett., Vol 23 (1998), pp.1526-1528

[4] P. Dong, J. Azana, A. G. Kirk, Opt. Comm., Vol 228 (2003), pp.303-308

[5] G. H. Yang, Q. H. Zhang, S. H. Sun, Chinese Journal of Scientific Instrument, Vol 25(4) (2004), pp.767-768 (In Chinese)

[6] J. Skaar and K. M. Risvik, J. Lightwave. Tech., Vol 16 (1998), pp.1928-1932

[7] R. Storn and K. Price, Journal of Global Optimization, Vol 11 (1997), pp.341-359

[8] R. Thomsen, In Proceedings of the 2003 Congress on Evolutionary Computation, IEEE Press, Vol 4 (2003), pp.2354-2361