Phase Optimization of Wavefront Shaping Using Genetically Assisted Harmony Search Algorithm

Jiacheng Xu; Xuyu Zhang; Dawei Zhang; Shensheng Han; Honglin Liu

doi:10.3788/LOP241852

Laser & Optoelectronics Progress, Volume. 61, Issue 21, 2126001(2024)

Phase Optimization of Wavefront Shaping Using Genetically Assisted Harmony Search Algorithm

Jiacheng Xu^1,2、*, Xuyu Zhang^1,2, Dawei Zhang¹, Shensheng Han^2,3,4, and Honglin Liu^2,3

¹School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology, Shanghai 200093, China

²Aerospace Laser Technology and System Department, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai 201800, China

³University of Chinese Academy of Sciences, Beijing 100049, China

⁴Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, Zhejiang , China

show less

Abstract Get PDF(in Chinese)

References(24)

[1] Mosk A P, Lagendijk A, Lerosey G et al. Controlling waves in space and time for imaging and focusing in complex media[J]. Nature Photonics, 6, 283-292(2012).

[2] Popoff S, Lerosey G, Fink M et al. Image transmission through an opaque material[J]. Nature Communications, 1, 81(2010).

[3] Vellekoop I M, Mosk A P. Focusing coherent light through opaque strongly scattering media[J]. Optics Letters, 32, 2309-2311(2007).

[4] Luo J W, Wu D X, Liang J J et al. A review on high-speed wavefront shaping system[J]. Laser & Optoelectronics Progress, 61, 1000004(2024).

[5] Shen Y C, Luo J W, Zhang Z L et al. Wavefront shaping methods for scattering light field regulation and its imaging application (invited)[J]. Acta Optica Sinica, 44, 1026016(2024).

[6] Liu K G, Zhang H K, Fu X et al. From random speckle to “opaque lens”: scattered light focusing technique based on wavefront shaping (invited)[J]. Acta Optica Sinica, 44, 1026013(2024).

[7] Lai P X, Zhao Q, Zhou Y Y et al. Deep-tissue optics: technological development and applications(invited)[J]. Chinese Journal of Lasers, 51, 0107003(2024).

[8] Vellekoop I M, Mosk A P. Phase control algorithms for focusing light through turbid media[J]. Optics Communications, 281, 3071-3080(2008).

[9] Conkey D B, Brown A N, Caravaca-Aguirre A M et al. Genetic algorithm optimization for focusing through turbid media in noisy environments[J]. Optics Express, 20, 4840-4849(2012).

[10] Fang L J, Zuo H Y, Yang Z G et al. Particle swarm optimization to focus coherent light through disordered media[J]. Applied Physics B, 124, 155(2018).

[11] Fayyaz Z, Mohammadian N, Salimi F et al. Simulated annealing optimization in wavefront shaping controlled transmission[J]. Applied Optics, 57, 6233-6242(2018).

[12] Zhou S H, Xie H, Zhang C C et al. Wavefront-shaping focusing based on a modified sparrow search algorithm[J]. Optik, 244, 167516(2021).

[13] Fayyaz Z, Mohammadian N, Reza Rahimi Tabar M et al. A comparative study of optimization algorithms for wavefront shaping[J]. Journal of Innovative Optical Health Sciences, 12, 1942002(2019).

[14] Popoff S M, Lerosey G, Fink M et al. Controlling light through optical disordered media: transmission matrix approach[J]. New Journal of Physics, 13, 123021(2011).

[15] Beenakker C W J. Random-matrix theory of quantum transport[J]. Reviews of Modern Physics, 69, 731-808(1997).

[16] Geem Z W, Kim J H, Loganathan G V. A new heuristic optimization algorithm: harmony search[J]. Simulation, 76, 60-68(2001).

[17] Geem Z W. Optimal cost design of water distribution networks using harmony search[J]. Engineering Optimization, 38, 259-277(2006).

[18] Wang X L, Gao X Z, Kai Z E. The harmony search in context with other nature inspired computational algorithms[M]. An introduction to harmony search optimization method, 13-20(2014).

[19] Wu Y L, Zhang X D, Yan H M. Focusing light through scattering media using the harmony search algorithm for phase optimization of wavefront shaping[J]. Optik, 158, 558-564(2018).

[20] Wu D X, Luo J W, Li Z H et al. A thorough study on genetic algorithms in feedback-based wavefront shaping[J]. Journal of Innovative Optical Health Sciences, 12, 1942004(2019).

[21] Zhang C C, Yao Z Y, Liu T T et al. Dynamic mutation enhanced greedy strategy for wavefront shaping[J]. Optics Laser Technology, 169, 110018(2024).

[22] Doush I A. Harmony search with multi-parent crossover for solving IEEE-CEC2011 competition problems[M]. Neural information processing, 7666, 108-114(2012).

[23] Zhang F R. Genetic harmony algorithms for solving optimization problems[J]. Bulletin of Science and Technology, 32, 8-11, 16(2016).

[24] Kumar V, Chhabra J K, Kumar D. Parameter adaptive harmony search algorithm for unimodal and multimodal optimization problems[J]. Journal of Computational Science, 5, 144-155(2014).

Tools

Get Citation

Copy Citation Text

Jiacheng Xu, Xuyu Zhang, Dawei Zhang, Shensheng Han, Honglin Liu. Phase Optimization of Wavefront Shaping Using Genetically Assisted Harmony Search Algorithm[J]. Laser & Optoelectronics Progress, 2024, 61(21): 2126001

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Physical Optics

Received: Aug. 3, 2024

Accepted: Aug. 29, 2024

Published Online: Nov. 19, 2024

The Author Email:

DOI:10.3788/LOP241852

CSTR:32186.14.LOP241852

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology