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Journal of Radiation Research and Radiation Processing, Volume. 41, Issue 6, 060601(2023)

Vehicle evacuation route planning in nuclear emergencies based on hybrid ant colony algorithm

Huaifang ZHOU1...2, Hua ZHANG1,2,*, Jianwen HUO1,2, Linjing Li1,2, Bo CHEN1,2, and Haitao Lin12 |Show fewer author(s)
Author Affiliations
  • 1School of Information and Engineering, Southwest University of Science and Technology, Mianyang 621010, China
  • 2Sichuan Key Laboratory of Special Environmental Robotics, Southwest University of Science and Technology, Mianyang 621010, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (10)
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    References (23)
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    Figures & Tables(10)
    Schematic diagram of complete evacuation route (color online)

    Fig. 1. Schematic diagram of complete evacuation route (color online)

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    Schematic diagram of road section division

    Fig. 2. Schematic diagram of road section division

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    Schematic diagram of dynamic fuzzy network

    Fig. 3. Schematic diagram of dynamic fuzzy network

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    Distribution of pheromone concentration

    Fig. 4. Distribution of pheromone concentration

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    Schematic diagram of road network structure around a nuclear power station

    Fig. 5. Schematic diagram of road network structure around a nuclear power station

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    Distribution of radiation dose (color online)

    Fig. 6. Distribution of radiation dose (color online)

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    Evacuation path of ACO and HACO at different starting points and assembly point (color online)

    Fig. 7. Evacuation path of ACO and HACO at different starting points and assembly point (color online)

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    • Table 1. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 48-Settlement sites 98)

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      Table 1. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 48-Settlement sites 98)

      算法 AlgorithmsDose_best/DisDose_worst/DisMean_doseStd_dose
      ACO3.66×10-9/1 7505.76×10-9/2 1165.00×10-97.62×10-10
      ACO_Pareto5.44×10-9/1 7345.68×10-9/1 4405.52×10-91.86×10-10
      ACO_SA_A*5.06×10-9/1 7345.44×10-9/1 7345.21×10-92.02×10-10
      HACO3.63×10-9/1 7205.44×10-9/1 7344.40×10-98.46×10-10

    • Table 2. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 22-Settlement sites 98)

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      Table 2. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 22-Settlement sites 98)

      算法 AlgorithmsDose_best/DisDose_worst/DisMean_doseStd_dose
      ACO5.12×10-9/2 5848.22×10-9/2 9266.43×10-91.03×10-9
      ACO_Pareto5.12×10-9/2 5845.74×10-9/2 6285.42×10-92.56×10-10
      ACO_SA_A*3.63×10-9/1 7465.68×10-9/2 0482.38×10-97.84×10-10
      HACO3.63×10-9/1 7465.44×10-9/2 1094.03×10-97.04×10-10

    • Table 3. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 28-Settlement sites 98)

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      Table 3. Cumulative dose and distance of evacuation path after introducing different strategies (Gathering 28-Settlement sites 98)

      算法 AlgorithmsDose_best/DisDose_worst/DisMean_doseStd_dose
      ACO5.12×10-9/1 2801.10×10-8/1 4167.90×10-91.89×10-9
      ACO_Pareto5.12×10-9/1 2807.49×10-9/1 3785.70×10-99.17×10-10
      ACO_SA_A*3.66×10-9/1 1677.79×10-9/1 3495.47×10-91.33×10-10
      HACO3.66×10-9/1 1675.68×10-9/1 9834.35×10-98.70×10-10
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    Huaifang ZHOU, Hua ZHANG, Jianwen HUO, Linjing Li, Bo CHEN, Haitao Lin. Vehicle evacuation route planning in nuclear emergencies based on hybrid ant colony algorithm[J]. Journal of Radiation Research and Radiation Processing, 2023, 41(6): 060601

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    Paper Information

    Category: Research Articles

    Received: Mar. 30, 2023

    Accepted: Aug. 14, 2023

    Published Online: Jan. 3, 2024

    The Author Email: ZHANG Hua (张华)

    DOI:10.11889/j.1000-3436.2023-0030

    Topics

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