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Laser & Optoelectronics Progress, Volume. 57, Issue 9, 093001(2020)

Vibration Spectral Component Analysis Based on Genetic Algorithm and Simulated Annealing Algorithm

Fan Huang, Xukun Zhang, Lu Sun*, and Weiwei Liu
Author Affiliations
  • Tianjin Key Laboratory of Micro-Scale Optical Information Science and Technology, Institute of Modern Optics, Nankai University, Tianjin 300071, China
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    Schematic diagram of the market selection

    Fig. 1. Schematic diagram of the market selection

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    Simulated terahertz spectroscopy of six water clusters. (a) (H2O)4 theoretical terahertz spectroscopy; (b) (H2O)5 theoretical terahertz spectroscopy; (c) (H2O)6 theoretical terahertz spectroscopy; (d) (H2O)7 theoretical terahertz spectroscopy; (e) (H2O)8 theoretical terahertz spectroscopy; (f) (H2O)9 theoretical terahertz spectroscopy

    Fig. 2. Simulated terahertz spectroscopy of six water clusters. (a) (H2O)4 theoretical terahertz spectroscopy; (b) (H2O)5 theoretical terahertz spectroscopy; (c) (H2O)6 theoretical terahertz spectroscopy; (d) (H2O)7 theoretical terahertz spectroscopy; (e) (H2O)8 theoretical terahertz spectroscopy; (f) (H2O)9 theoretical terahertz spectroscopy

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    Genetic algorithm operation results. (a) Simulation-actual spectral intensity comparison chart (genetic algorithm); (b) optimal solution D value curve in runtime genetic algorithm

    Fig. 3. Genetic algorithm operation results. (a) Simulation-actual spectral intensity comparison chart (genetic algorithm); (b) optimal solution D value curve in runtime genetic algorithm

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    Simulated annealing algorithm operation results. (a) Simulation-actual spectral intensity comparison chart (simulated annealing algorithm); (b) optimal solution D value variation curve in runtime simulated annealing algorithm

    Fig. 4. Simulated annealing algorithm operation results. (a) Simulation-actual spectral intensity comparison chart (simulated annealing algorithm); (b) optimal solution D value variation curve in runtime simulated annealing algorithm

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    Fan Huang, Xukun Zhang, Lu Sun, Weiwei Liu. Vibration Spectral Component Analysis Based on Genetic Algorithm and Simulated Annealing Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(9): 093001

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    Paper Information

    Category: Spectroscopy

    Received: Aug. 29, 2019

    Accepted: Sep. 10, 2019

    Published Online: May. 6, 2020

    The Author Email: Lu Sun (lusun@nankai.edu.cn)

    DOI:10.3788/LOP57.093001

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology