This paper presents an efficient evolutionary method to optimize the gain ripple of multi-pumps photonic crystal fiber Raman amplifier using the Fuzzy Adaptive Modified PSO (FAMPSO) algorithm. The original PSO has difficulties in premature convergence, performance and the diversity loss in optimization as well as appropriate tuning of its parameters. The feasibility and effectiveness of the proposed hybrid algorithm is demonstrated and results are compared with the PSO algorithm. It is shown that FAMPSO has a high quality solution, superior convergence characteristics and shorter computation time.
© 2013 Optical Society of Korea
Original Manuscript: January 24, 2013
Revised Manuscript: March 29, 2013
Manuscript Accepted: April 22, 2013
Published: June 25, 2013
Majid Akhlaghi and Farzin Emami, "Fuzzy Adaptive Modified PSO-Algorithm Assisted to Design of Photonic Crystal Fiber Raman Amplifier," J. Opt. Soc. Korea 17, 237-241 (2013)
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