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 Lin1,2
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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    References(23)

    [1] ZHAN LI, WEI Weijun, ZOU Yimin. Discussion on strengthening emergency work for nuclear accidents in nuclear power plants[C], 515-520(2012).

    [2] Huang X D, Du F L. Off-site emergency response of AP1000[C](2014).

    [3] Sultan M S, Chen X P, Qadeer N et al. Vision guided path planning system for vehicles using infrared landmark[C], 179-184(2014).

    [4] Alzalloum A Q. Application of shortest path algorithms to find paths of minimum radiation dose[D](2009).

    [5] Pei Q Y, Hao L J, Chen C H et al. Minimum collective dose based optimal evacuation path-planning method under nuclear accidents[J]. Annals of Nuclear Energy, 147, 107644(2020).

    [6] Fernandes E, Costa P, Lima J et al. Towards an orientation enhanced astar algorithm for robotic navigation[C], 3320-3325(2015).

    [7] Chen C, Cai J J, Wang Z et al. An improved A* algorithm for searching the minimum dose path in nuclear facilities[J]. Progress in Nuclear Energy, 126, 103394(2020).

    [8] QIU Mengwen, ZHANG Hua, ZHOU Huaifang. Path planning for nuclear radiation environments based on an improved artificial potential field A*algorithm[J]. Journal of Radiation Research and Radiation Processing, 40, 060601(2022).

    [9] ZHAO Hengzhu, YANG Minghan, DENG Duocheng et al. Path planning of mobile robot under expected radiation dose[J]. Journal of Radiation Research and Radiation Processing, 39, 80-87(2021).

    [10] ZHENG Zhiqiang, DUAN Fang, SONG Guopeng et al. Summary of research on path planning algorithm of unmanned vehicle[C], 116-120(2022).

    [11] Wang Z, Cai J J. The path-planning in radioactive environment of nuclear facilities using an improved particle swarm optimization algorithm[J]. Nuclear Engineering and Design, 326, 79-86(2018).

    [12] HAN Honggui, XU Ziang, WANG Jingjing. A Q-learning-based Multi-task Multi-objective Particle SwarmOptimization Algorithm[J]. Control and Decision, 38, 3039-3047(2023).

    [13] Zhou H F, Zhang H, Qiu M W. Radiation avoiding algorithm for nuclear robot path optimization[J]. Annals of Nuclear Energy, 169, 108948(2022).

    [14] ZHANG Guangcheng, HE Tao, ZHENG Xiaolei et al. Simulation research of nuclear emergency path planning based on the coupling of dose weight factor and ant colony optimization[J]. Journal of Radiation Research and Radiation Processing, 38, 020601(2020).

    [15] Tang Z H, Xie X W, Cai J J et al. An optimization method of multi-objective evacuation path for off-site emergency under severe nuclear accidents[J]. Annals of Nuclear Energy, 174, 109170(2022).

    [16] WEI Qiang, ZHU Bo, XIE Changji. Simulation research on path planning of nuclear emergency decision with constraints[J]. Nuclear Power Engineering, 34, 176-179(2013).

    [17] YU Qi, LIU Yuanzhong. Application of a Gaussian segmented plume model and a Lagrangian puff model during the nuclear emergency[J]. Chinese Journal of Nuclear Science and Engineering, 21, 288-292(2001).

    [18] Terada H, Katata G, Chino M et al. Atmospheric discharge and dispersion of radionuclides during the Fukushima Dai-ichi Nuclear Power Plant accident. Part II: verification of the source term and analysis of regional-scale atmospheric dispersion[J]. Journal of Environmental Radioactivity, 112, 141-154(2012).

    [20] WANG Yonghong[M]. Fukushima nuclear accident emergency(2005).

    [21] Wang L, Gao Z Y, Yang L X. A priorileast expected time paths in fuzzy, time-variant transportation networks[J]. Engineering Optimization, 48, 272-298(2016).

    [22] Zadeh L A. Fuzzy sets as a basis for a theory of possibility[J]. Fuzzy Sets and Systems, 1, 3-28(1978).

    [23] Liu B[M]. Uncertainty theory: an introduction to its axiomatic foundation(2004).

    [24] Giagkiozis I, Purshouse R C, Fleming P J. An overview of population-based algorithms for multi-objective optimisation[J]. International Journal of Systems Science, 46, 1572-1599(2015).

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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: Hua ZHANG (张华)

    DOI:10.11889/j.1000-3436.2023-0030

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