光学学报, 2020, 40 (23): 2314002, 网络出版: 2020-11-24
基于遗传退火算法的光纤激光主动偏振控制技术研究 下载: 1032次
Research on Active Polarization Control System of Fiber Laser Based on a Mixed Genetic Algorithm and Simulated Annealing Algorithm
图 & 表
图 1. 光纤激光主动偏振控制系统结构图
Fig. 1. Structure diagram of fiber laser active polarization control system
图 4. N=20,50,60,70,80,100时,适应度函数的收敛曲线。(a)适应度函数随迭代步数的收敛曲线;(b)算法最后一步时适应度函数的值
Fig. 4. Convergence curves of fitness function for N=20, 50, 60, 70, 80, 100. (a) Convergence curves of fitness function with iteration number; (b) value of fitness function at the last step
图 5. Pe=0.4,0.6,0.7,0.8,0.9时的适应度函数收敛曲线。(a)适应度函数随迭代步数的收敛曲线;(b)算法在第90~100步时适应度函数的值
Fig. 5. Convergence curves of fitness function for Pe=0.4, 0.6, 0.7, 0.8, 0.9. (a) Convergence curves of fitness function with iteration number; (b) value of fitness function at the step of 90 to 100
图 6. Pm=0.0001,0.001,0.01,0.1,0.2时的适应度函数收敛曲线。(a)适应度函数随迭代步数的收敛曲线;(b)算法在第90~100步时适应度函数的值
Fig. 6. Convergence curves of fitness function for Pm=0.0001, 0.001, 0.01, 0.1, 0.2. (a) Convergence curves of fitness function with iteration number; (b) value of fitness function at the step of 90 to 100
图 7. Pt=0.99,0.97,0.95,0.93,0.91时的适应度函数收敛曲线
Fig. 7. Convergence curves of the fitness function for Pt=0.99,0.97,0.95,0.93,0.91
图 8. δu=0.02,0.04,0.06,0.08,0.10时SPGD算法的评价函数收敛曲线
Fig. 8. Convergence curves of evaluation function of SPGD algorithm for δu=0.02, 0.04, 0.06, 0.08, 0.10
图 9. 当δu=0.08,r=10,15,20,25,30时SPGD算法的评价函数收敛曲线
Fig. 9. Convergence curves of evaluation function of SPGD algorithm for δu=0.08 and r=10, 15, 20, 25, 30
图 10. 当δu=0.10,r=10,15,20,25,30时SPGD算法的评价函数收敛曲线
Fig. 10. Convergence curves of evaluation function of SPGD algorithm for δu=0.10 and r=10, 15, 20, 25, 30
尤阳, 漆云凤, 沈辉, 邹星星, 何兵, 周军. 基于遗传退火算法的光纤激光主动偏振控制技术研究[J]. 光学学报, 2020, 40(23): 2314002. Yang You, Yunfeng Qi, Hui Shen, Xingxing Zou, Bing He, Ju Zhou. Research on Active Polarization Control System of Fiber Laser Based on a Mixed Genetic Algorithm and Simulated Annealing Algorithm[J]. Acta Optica Sinica, 2020, 40(23): 2314002.