Parameter extraction and inverse design of semiconductor lasers based on the deep learning and particle swarm optimization method

Zihao Ma; Yu Li

doi:10.1364/oe.389474

Parameter extraction and inverse design of semiconductor lasers based on the deep learning and particle swarm optimization method

Optics Express ◽

10.1364/oe.389474 ◽

2020 ◽

Vol 28 (15) ◽

pp. 21971

Author(s):

Zihao Ma ◽

Yu Li

Keyword(s):

Particle Swarm Optimization ◽

Deep Learning ◽

Semiconductor Lasers ◽

Particle Swarm ◽

Optimization Method ◽

Parameter Extraction ◽

Inverse Design ◽

Swarm Optimization ◽

Particle Swarm Optimization Method

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Inverse design of semiconductor laser parameters based on deep learning and particle swarm optimization method

Eleventh International Conference on Information Optics and Photonics (CIOP 2019) ◽

10.1117/12.2548701 ◽

2019 ◽

Author(s):

Zihao Ma ◽

Pei Feng ◽

Yu Li

Keyword(s):

Particle Swarm Optimization ◽

Deep Learning ◽

Semiconductor Laser ◽

Particle Swarm ◽

Optimization Method ◽

Inverse Design ◽

Swarm Optimization ◽

Laser Parameters ◽

Particle Swarm Optimization Method

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Inverse design of indoor radiant terminal using the particle swarm optimization method with topology concept

Building and Environment ◽

10.1016/j.buildenv.2021.108117 ◽

2021 ◽

pp. 108117

Author(s):

Xingwang Zhao ◽

Yonggao Yin ◽

Zhiqiang He ◽

Xiaohua Liu

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Inverse Design ◽

Swarm Optimization ◽

Particle Swarm Optimization Method

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Improved Particle Swarm Optimization Method in Inverse Design Problems

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38679-4_21 ◽

2013 ◽

pp. 218-231 ◽

Cited By ~ 1

Author(s):

Y. Volkan Pehlivanoglu

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Inverse Design ◽

Design Problems ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Particle Swarm Optimization Method

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Multi-objective particle swarm optimization method with balanced diversity and convergence

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01926 ◽

2013 ◽

Vol 33 (7) ◽

pp. 1926-1929 ◽

Cited By ~ 3

Author(s):

Huantong GENG ◽

Jun GAO ◽

Tingting JIA ◽

Zhengxue WU

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Swarm Optimization ◽

Multi Objective ◽

Particle Swarm Optimization Method

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Parametric Estimation from Empirical Data Using Particle Swarm Optimization Method for Different Magnetorheological Damper Models (April 2021)

IEEE Access ◽

10.1109/access.2021.3080432 ◽

2021 ◽

pp. 1-1

Author(s):

Asan G.A. Muthalif ◽

M. Khusyaie M. Razali ◽

N. H. Diyana Nordin ◽

Syamsul B.A. Hamid

Keyword(s):

Particle Swarm Optimization ◽

Empirical Data ◽

Particle Swarm ◽

Optimization Method ◽

Parametric Estimation ◽

Magnetorheological Damper ◽

Swarm Optimization ◽

Particle Swarm Optimization Method

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A particle swarm optimization method with enhanced global search ability for design optimizations of electromagnetic devices

IEEE Transactions on Magnetics ◽

10.1109/tmag.2006.871426 ◽

2006 ◽

Vol 42 (4) ◽

pp. 1107-1110 ◽

Cited By ~ 65

Author(s):

S.L. Ho ◽

Shiyou Yang ◽

Guangzheng Ni ◽

H.C. Wong

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Global Search ◽

Swarm Optimization ◽

Electromagnetic Devices ◽

Particle Swarm Optimization Method

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An improved particle swarm optimization method based on chaos

2014 10th International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2014.6975836 ◽

2014 ◽

Author(s):

Zuyuan Yang ◽

You Yang ◽

Huafen Yang ◽

Lihui Zhang

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Particle Swarm Optimization Method

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Optimum design of truss structures with frequency constraints by an enhanced particle swarm optimization method with gradient directions based on emigration philosophy

Engineering Optimization ◽

10.1080/0305215x.2021.2011259 ◽

2021 ◽

pp. 1-23

Author(s):

Farsad Salajegheh ◽

Eysa Salajegheh ◽

Saeed Shojaee

Keyword(s):

Particle Swarm Optimization ◽

Optimum Design ◽

Particle Swarm ◽

Optimization Method ◽

Truss Structures ◽

Swarm Optimization ◽

Frequency Constraints ◽

Particle Swarm Optimization Method ◽

Enhanced Particle Swarm Optimization

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Particle Swarm Optimization Method for Energy Efficient Secondary Grid Cluster Head Selection to Avoid Energy Holes in WSN

10.1109/asiancon51346.2021.9544990 ◽

2021 ◽

Author(s):

Sean Laurel Rex B R ◽

Surya Teja Tumma ◽

Jyotsna Chandra ◽

L Giffina ◽

S Renuga Devi

Keyword(s):

Particle Swarm Optimization ◽

Energy Efficient ◽

Cluster Head ◽

Particle Swarm ◽

Optimization Method ◽

Cluster Head Selection ◽

Swarm Optimization ◽

Particle Swarm Optimization Method ◽

Grid Cluster

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A new multi-objective particle swarm optimization method for solving reliability redundancy allocation problems

Reliability Engineering & System Safety ◽

10.1016/j.ress.2012.10.009 ◽

2013 ◽

Vol 111 ◽

pp. 58-75 ◽

Cited By ~ 108

Author(s):

Kaveh Khalili-Damghani ◽

Amir-Reza Abtahi ◽

Madjid Tavana

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Optimization Method ◽

Swarm Optimization ◽

Redundancy Allocation ◽

Multi Objective ◽

Allocation Problems ◽

Particle Swarm Optimization Method

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