The Optimization Guidance of Hollow Antiresonant Fibers Based on Various Optimization Methods

This paper employs five different general-purpose optimization methods to perform parameter optimization on single-layer hollow antiresonant fibers. It provides guidance on the establishment of hyperparameters for various optimization methods, with the aim of further defining and standardizing the necessary conditions and convergence criteria for applying optimization algorithms to specialty optical fibers. Through numerical experiments, the study ultimately obtains the converged optimal performance and the range of optimized parameter guidance for single-layer, double-layer, and triple-layer antiresonant fibers with different topological structures.

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Publication Details

Journal
Photonics
Published
2024-12-12
DOI
https://doi.org/10.3390/photonics11121171
Primary Topic
Advanced Fiber Optic Sensors
Type
article
Field-Weighted Citation Impact
0.00

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article

The Optimization Guidance of Hollow Antiresonant Fibers Based on Various Optimization Methods

Sukai Wang, Ping‐Hei Chen, Biyou Jiang, Z. Chang et al.
2 links
Photonics
Advanced Fiber Optic Sensors
article

The Optimization Guidance of Hollow Antiresonant Fibers Based on Various Optimization Methods

Sukai Wang, Ping‐Hei Chen, Biyou Jiang, Z. Chang, Zihan Liu, Li Yu, Lina Guo, Deqing Niu, Xueqin Sun
article en

Abstract

This paper employs five different general-purpose optimization methods to perform parameter optimization on single-layer hollow antiresonant fibers. It provides guidance on the establishment of hyperparameters for various optimization methods, with the aim of further defining and standardizing the necessary conditions and convergence criteria for applying optimization algorithms to specialty optical fibers. Through numerical experiments, the study ultimately obtains the converged optimal performance and the range of optimized parameter guidance for single-layer, double-layer, and triple-layer antiresonant fibers with different topological structures.

PhotonicsVol. 11(12)
North University of China (CN), China South Industries Group (China) (CN), Shanxi Normal University (CN)
National Natural Science Foundation of China, North University of China, National Key Research and Development Program of China
Openalex Percentile: Top 80%
Advanced Fiber Optic Sensors
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