A Fast and High-Accuracy Optical Fiber Design Technique using LNGO algorithm and Neural Networks

Jianpei Lin,Chumin Shi,Jingxing Zhang,Shuqi Mo,Jie Liu,Siyuan Yu

international conference on information photonics（2020）

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摘要

A novel optical-fiber design technique is proposed based on LNGO algorithm and BP-NN. Assisted by the LNGO algorithm, high-accuracy relationship between the fiber-structure parameters and the mode-coupling coefficient can be established using BP-NN with only 2500 data samples.

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关键词

BP-NN,LNGO algorithm,fiber-structure parameters,mode-coupling coefficient,locating neighborhood of global optimum algorithm,backpropagation neural network,optical fiber design technique

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