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

被引:45
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
[1]   Focusing light through random photonic media by binary amplitude modulation [J].
Akbulut, D. ;
Huisman, T. J. ;
van Putten, E. G. ;
Vos, W. L. ;
Mosk, A. P. .
OPTICS EXPRESS, 2011, 19 (05) :4017-4029
[2]   Initial tamper tests of novel tamper-indicating optical physical unclonable functions [J].
Anderson, Benjamin R. ;
Gunawidjaja, Ray ;
Eilers, Hergen .
APPLIED OPTICS, 2017, 56 (10) :2863-2872
[3]   Microgenetic optimization algorithm for optimal wavefront shaping [J].
Anderson, Benjamin R. ;
Price, Patrick ;
Gunawidjaja, Ray ;
Eilers, Hergen .
APPLIED OPTICS, 2015, 54 (06) :1485-1491
[4]   Multi-objective automatic calibration of SWAT using NSGA-II [J].
Bekele, Elias G. ;
Nicklow, John W. .
JOURNAL OF HYDROLOGY, 2007, 341 (3-4) :165-176
[5]   Reconfigurable beam system for non-line-of-sight free-space optical communication [J].
Cao, Zizheng ;
Zhang, Xuebing ;
Osnabrugge, Gerwin ;
Li, Juhao ;
Vellekoop, Ivo M. ;
Koonen, Antonius M. J. .
LIGHT-SCIENCE & APPLICATIONS, 2019, 8 (1)
[6]  
Chaigne T, 2014, NAT PHOTONICS, V8, P59, DOI [10.1038/NPHOTON.2013.307, 10.1038/nphoton.2013.307]
[7]   Scanner-Free and Wide-Field Endoscopic Imaging by Using a Single Multimode Optical Fiber [J].
Choi, Youngwoon ;
Yoon, Changhyeong ;
Kim, Moonseok ;
Yang, Taeseok Daniel ;
Fang-Yen, Christopher ;
Dasari, Ramachandra R. ;
Lee, Kyoung Jin ;
Choi, Wonshik .
PHYSICAL REVIEW LETTERS, 2012, 109 (20)
[8]   Overcoming the Diffraction Limit Using Multiple Light Scattering in a Highly Disordered Medium [J].
Choi, Youngwoon ;
Yang, Taeseok Daniel ;
Fang-Yen, Christopher ;
Kang, Pilsung ;
Lee, Kyoung Jin ;
Dasari, Ramachandra R. ;
Feld, Michael S. ;
Choi, Wonshik .
PHYSICAL REVIEW LETTERS, 2011, 107 (02)
[9]   In situ wavefront correction and its application to micromanipulation [J].
Cizmar, Tomas ;
Mazilu, Michael ;
Dholakia, Kishan .
NATURE PHOTONICS, 2010, 4 (06) :388-394
[10]   Color image projection through a strongly scattering wall [J].
Conkey, Donald B. ;
Piestun, Rafael .
OPTICS EXPRESS, 2012, 20 (25) :27312-27318