Volume 6Issue 1
Feb. 2013
Turn off MathJax
Article Contents
QIN Hua, HAN Ke-zhen, LEI Cheng-xin. Correction of aberration for three-lens system by particle swarm optimization algorithm(Invited)[J]. Chinese Optics, 2013, 6(1): 64-72. doi: 10.3788/CO.20130601.0064
Citation: QIN Hua, HAN Ke-zhen, LEI Cheng-xin. Correction of aberration for three-lens system by particle swarm optimization algorithm(Invited)[J].Chinese Optics, 2013, 6(1): 64-72.doi:10.3788/CO.20130601.0064

Correction of aberration for three-lens system by particle swarm optimization algorithm(Invited)

doi:10.3788/CO.20130601.0064
  • Received Date:15 Oct 2012
  • Rev Recd Date:17 Nov 2012
  • Publish Date:10 Feb 2013
  • Particle Swarm Optimization(PSO) technique is applied to design a three-lens system in this paper. Merit functions in an optical system are employed as fitness functions, which include the structure parameters of radiuses of curvature, the distances between lens surfaces, refractive indices, the total length of a system and so on. An automatic searching for the optimal design by using these functions is carried out. The results show that the three-lens optical system with small spherical aberrations, meridional field curvatures, dispersions of meridional rays can be designed by using PSO algorithms. Not depending on the definite initial structure of the system, the optical design using PSO algorithms can overcome the shortcomings of modern optical design software which highly depends on an initial structure input by the user. It can create arbitrarily search ranges of structure parameters, and is an important step towards automatic design with artificial intelligence.

  • loading
  • [1] CHENG X M,WANG Y T,HAO Q. Global and local optimization for optical systems[J]. Optik,2006,117(3):111-117. [2] WANG Y J. Derivative free simulated annealing and deflecting function technique foe global optimization[J]. J. Appl. Math. Coput.,2008,26(2):49-66. [3] ISSHIKI M,SINCLAIR D C,KANEKO S. Lens design: global optimization of both performance and tolerance sensitivity[J]. SPIE,2006,6342:63420N. [4] 张丽琴,王涌天,郝群,等. 逃逸函数算法及其在光学设计中的应用[J]. 光学技术,2000,26(5):432-434. ZHANG L Q,WANG Y T,HAO Q, et al.. Global explorer algorithm and its application in lens design[J]. Optical Technique,2000,26(5):432-434.(in Chinese) [5] 张丽琴,王涌天,李林,等. 基因算法在光学系统优化中的应用[J]. 光学学报,2002,22(1):74-78. ZHANG L Q,WANG Y T,LI L, et al.. Genetic algorithm applied to automatic lens design[J]. Acta Optica Sinica,2002,22(1):74-78.(in Chinese) [6] SHI Y,EBERHART R C. Particle Swarm Optimization: development, applications and resources[C]. In:Proc Congress on Evolutionary Computation 2001 NJ:Piscataway,IEEE Press,2001:81-86. [7] 吕恒毅,刘杨,薛旭成.基于微粒群区域搜索和小波评价的差分式自动聚焦[J]. 中国光学,2011,4(3):283-292. LÜ H Y,LIU Y,XUE X CH. Difference auto-focusing based on particle swarm optimization searching and wavelet evaluation[J]. Chinese Optics,2011,4(3):283-292.(in Chinese) [8] 刘希佳,陈宇,王文生, 等.小目标识别的小波阈值去噪方法[J]. 中国光学,2012,5(3):248-256. LIU X J,CHEN Y,WANG W SH, et al. De-noising algorithm of wavelet threshold for small target detection[J]. Chinese Optics,2012,5(3):248-256.(in Chinese) [9] 翟子羽,叶美盈. 基于粒子群优化算法的膜系设计方法[J]. 光子学报,2011,40(9):1338-1341. ZHAI Z Y,YE M Y. A coating method based on particle swarm optimization[J]. Acta Photonica Sinica,2011,40(9):1338-1341.(in Chinese) [10] 谢军华,秦子雄,曾庆科,等. 用粒子群优化算法设计光纤布拉格光栅[J]. 应用光学,2009,30(4):674-677. XIE J H,QIN Z X,ZENG Q K, et al. Design of f iber Bragg gratings using particle swarm optimization[J]. J. Appl. Opt.,2009,30(4):674-677.(in Chinese) [11] JIANG H M,XIE K,WANG Y F. C band single pump photonic crystal fiber Raman amplifier[J]. Chinese Sci. Bull.,2009,54(13):1927-1931. [12] MOWLA A,GRANPAYEH N. Optimum design of a hybrid erbium-doped fiber amplifier/fiber Raman amplifier using particle swarm optimization[J]. Appl. Opt.,2009,48(5):979-984. [13] QIN H. Aberration correction of a single aspheric lens with particle swarm algorithm[J]. Optics Communications,2012,285(13-14):2996-3000. [14] QIN H. Particle swarm optimization applied to automatic lens design[J]. Optics Communications,2011,284(12):2763-2766. [15] SHI Y,EBERHART R C. A modified particle swarm optimizer[C]. IEEE International Conference of Evolutionary Computation,Anchorage,Alaska:Piscataway,May 1998:69-73. [16] 王党社,张建科,徐钧琪. 薄膜光学常数的粒子群算法[J]. 计算物理,2008,25(2):208-212. WANG D SH,ZHANG J K,XU J Q. Particle swarm algorithm for film optical constants[J]. Chinese J. Computational Physics,2008,25(2):208-212.(in Chinese) [17] ABRAHAM S,SANYAL S,SANGLIKAR M. Particle swarm optimisation based diophantine equation solver[J]. International J. Bio-Inspired Computation,2010,2(2):100-114.
  • 加载中

Catalog

    通讯作者:陈斌, bchen63@163.com
    • 1.

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Article views(3178) PDF downloads(810) Cited by()
    Proportional views

    /

      Return
      Return
        Baidu
        map