Synthesis of fiber Bragg grating parameters using hybrid optimization algorithm

C. Teoh, F. A. Rahman
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引用次数: 4

Abstract

A simple, fast and accurate method is proposed to reconstruct the parameters of fiber Bragg grating (FBG) from its reflectivity. The proposed method is based on hybrid of Tabu Search (TS) and Nelder-Mead (NM) Simplex algorithm. This method allows wide coverage of the parameters' solution space and minimizes the risk of trapping in local minima. Tabu Search explores the solution space and Nelder-Mead Simplex accelerates the convergence to a minimum. Comparisons are made with several methods such as Simulated Annealing (SA), Tabu Search and Nelder-Mead Simplex Algorithm applied to FBG parameters reconstruction.
基于混合优化算法的光纤布拉格光栅参数合成
提出了一种简单、快速、准确的基于光纤光栅反射率的参数重构方法。该方法是基于禁忌搜索(TS)和Nelder-Mead (NM)单纯形算法的混合算法。这种方法允许广泛覆盖参数的解空间,并将陷入局部最小值的风险降至最低。禁忌搜索探索解空间和Nelder-Mead单纯形加速收敛到最小。比较了模拟退火(SA)、禁忌搜索和Nelder-Mead单纯形算法等几种用于光纤光栅参数重建的方法。
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