Optimization of Fiber Bragg Gratings Using a Hybrid Optimization Algorithm |
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Authors: | Nam Quoc Ngo Rui Tao Zheng Ng J.H. Tjin S.C. Binh L.N. |
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Affiliation: | Nanyang Technol. Univ., Singapore; |
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Abstract: | A new hybrid optimization algorithm is proposed for the design of a fiber Bragg grating (FBG) with complex characteristics. The hybrid algorithm is a two-tier search that employs a global optimization algorithm (i.e., the staged continuous tabu search (SCTS) algorithm) and a local optimization method (i.e., the quasi-Newton method). First, the SCTS global optimization algorithm is used to find a "promising" FBG structure that has a spectral response as close as possible to the targeted spectral response. Then, a local optimization method, namely, the quasi- Newton method, is applied to further optimize the promising FBG structure obtained from the SCTS algorithm to arrive at a targeted spectral response. To demonstrate the effectiveness of the method, the design and fabrication of an optical bandpass filter are presented. |
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