Multi-objective optimization genetic algorithm for multi-point light focusing in wavefront shaping

被引:43
作者
Feng, Qi [1 ]
Yang, Fan [1 ]
Xu, Xinyu [1 ]
Zhang, Bin [2 ]
Ding, Yingchun [1 ]
Liu, Qiang [2 ]
机构
[1] Beijing Univ Chem Technol, Coll Math & Phys, Beijing 100029, Peoples R China
[2] Tsinghua Univ, Dept Precis Instruments, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
SCATTERING MEDIA; SEARCH;
D O I
10.1364/OE.27.036459
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We introduce a new multi-objective genetic algorithm for wavefront shaping and realize controllable multi-point light focusing through scattering medium. Different from previous single-objective optimization genetic algorithms, our algorithm named Non-dominated Sorting Genetic Algorithm II based on hybrid optimization scheme (NSGA2-H) can make all focus points have uniform intensity while ensuring that their enhancement is as high as possible. We demonstrate the characteristics of NSGA2-H through simulations and experiments in amplitude optimization, analyze its optimization mechanisms and show its powerful optical control capability in uniform intensity focusing and even in customizable intensity focusing. This research will be expected to further promote future practical applications based on multi-point focusing of wavefront shaping, especially in optical trapping and optogenetics. (C) 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:36459 / 36473
页数:15
相关论文
共 45 条
  • [21] Multi-objective optimization of curvilinear fiber shapes for laminated composite plates by using NSGA-II
    Honda, Shinya
    Igarashi, Teruki
    Narita, Yoshihiro
    [J]. COMPOSITES PART B-ENGINEERING, 2013, 45 (01) : 1071 - 1078
  • [22] Application of NSGA-II Algorithm to Generation Expansion Planning
    Kannan, S.
    Baskar, S.
    McCalley, James D.
    Murugan, P.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) : 454 - 461
  • [23] Multi-objective optimization using genetic algorithms: A tutorial
    Konak, Abdullah
    Coit, David W.
    Smith, Alice E.
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2006, 91 (09) : 992 - 1007
  • [24] Interleaved segment correction achieves higher improvement factors in using genetic algorithm to optimize light focusing through scattering media
    Li, Runze
    Peng, Tong
    Liang, Yansheng
    Yang, Yanlong
    Yao, Baoli
    Yu, Xianghua
    Min, Junwei
    Lei, Ming
    Yan, Shaohui
    Zhang, Chunmin
    Ye, Tong
    [J]. JOURNAL OF OPTICS, 2017, 19 (10)
  • [25] Focusing light inside dynamic scattering media with millisecond digital optical phase conjugation
    Liu, Yan
    Ma, Cheng
    Shen, Yuecheng
    Shi, Junhui
    Wang, Lihong V.
    [J]. OPTICA, 2017, 4 (02): : 280 - 288
  • [26] Blind focusing through strongly scattering media using wavefront shaping with nonlinear feedback
    Osnabrugge, Gerwin
    Amitonova, Lyubov V.
    Vellekoop, Ivo M.
    [J]. OPTICS EXPRESS, 2019, 27 (08) : 11673 - 11688
  • [27] Real-time optical manipulation of particles through turbid media
    Peng, Tong
    Li, Runze
    An, Sha
    Yu, Xianghua
    Zhou, Meiling
    Bai, Chen
    Liang, Yansheng
    Lei, Ming
    Zhang, Chunmin
    Yao, Baoli
    Zhang, Peng
    [J]. OPTICS EXPRESS, 2019, 27 (04) : 4858 - 4866
  • [28] Measuring the Transmission Matrix in Optics: An Approach to the Study and Control of Light Propagation in Disordered Media
    Popoff, S. M.
    Lerosey, G.
    Carminati, R.
    Fink, M.
    Boccara, A. C.
    Gigan, S.
    [J]. PHYSICAL REVIEW LETTERS, 2010, 104 (10)
  • [29] Deep tissue optical focusing and optogenetic modulation with time-reversed ultrasonically encoded light
    Ruan, Haowen
    Brake, Joshua
    Robinson, J. Elliott
    Liu, Yan
    Jang, Mooseok
    Xiao, Cheng
    Zhou, Chunyi
    Gradinaru, Viviana
    Yang, Changhuei
    [J]. SCIENCE ADVANCES, 2017, 3 (12):
  • [30] Focusing light through biological tissue and tissue-mimicking phantoms up to 9.6 cm in thickness with digital optical phase conjugation
    Shen, Yuecheng
    Liu, Yan
    Ma, Cheng
    Wang, Lihong V.
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (08)