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Numerical optimization study of PIC/PSO for RBWO

Wang Hui-Hui Meng Lin Liu Da-Gang Liu La-Qun Yang Chao

Numerical optimization study of PIC/PSO for RBWO

Wang Hui-Hui, Meng Lin, Liu Da-Gang, Liu La-Qun, Yang Chao
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  • In this paper, based on the three-dimensional particle-in-cell (PIC) platform CHIPIC, a module of particle swarm optimization (PSO) is designed, and the code of PIC/PSO is developed. Then, the properties of multi-frequency output power are studied. Based on these properties, a class of optimization object functions is designed. With this PIC/PSO code and this class of object functions, single-frequency and dual-frequency RBWOs are optimized respectively. The optimization results show that both the single-and dual-frequency RBWOs can be optimized successfully with the corresponding object functions.
    • Funds: Project supported by the National Natural Science Foundation of China (Grant Nos. 11175040, 60971034).
    [1]

    Benford J, Swegle J 1992 High power microwave. Boston: Artech House

    [2]

    Tang Y F, Meng L, Li H L, Zheng L, Yin Y, Wang B 2012 Phys. Script 85 055801

    [3]

    Wang H H, Li H L, Meng L, Liu F 2011 High Power Laser and Particle Beams 23 1000 (in Chinese) [王辉辉, 李海龙, 蒙林, 刘丰 2011 强激光与粒子束 23 1000]

    [4]

    Gao L, Qian B, Ge X 2011 Phys. Plasma 18 103111

    [5]

    Denisov G G, Kuzikov S V, Savilov 2011 A V Phys. Plasmas 18 103102

    [6]

    Wang H H, Liu D G, Meng L, Liu L Q, Yang C, Peng K, Xia M Z 2013 Acta Phys. Sin. 62 015207 (in Chinese) [王辉辉, 刘大刚, 蒙林, 刘腊群, 杨超, 彭凯, 夏蒙重 2013 物理学报 62 015207]

    [7]

    Xu X, Wei Y, Shen F, Yin H, Xu J, Gong Y, Wang W 2012 Phys. Plasma 19 013113

    [8]

    Tang Y F, Meng L, Li H L, Wang B, Yin Y, Zhang F N 2012 High Power Laser and Particle Beams 24 2415 (in Chinese) [唐永福, 蒙林, 李海龙, 王彬, 殷勇, 张斐娜 2012 强激光与粒子束 24 2415]

    [9]

    Wang D, Qin F, Chen D, Wen J, Jin X 2011 AIP Advance 1 042156

    [10]

    Shen Y, Guo B, Gu T 2005 Journal of UEST of China 34 696 (in Chinese) [沈艳, 郭兵, 古天祥 2005 电子科技大学学报 34 696]

    [11]

    Kennedy J, Eberhart R C 1995 In Proceedings of the IEEE Neural Networks Conference (IEEE, Perth, 1995), pp 1942–1948

    [12]

    Clerc M, Kennedy J 2002 IEEE transactions on evolutionary computation 6 58

    [13]

    Eberhart R C, Shi Y 2001 In Proceedings of the IEEE Evolutionary Computation Conference (IEEE, Seoul, 2001), pp 81–86

    [14]

    Ho S Y, Lin H S, Liauh W H, Ho S J 2008 IEEE Transactions on systems, man and cybernetics-part A: Systems and humans 38 288

    [15]

    Selleri S, Mussetta M, Prinoli P, Zich R R, Matekovits L 2008 IEEE Transactions on Antennas and Propagation 56 67

    [16]

    Valle Y D, Venayagamoorthy G K, Mohagheghi S, Hernandez J C, Harley R G 2008 IEEE Transactions on Evolutionary Computation 12 171

    [17]

    Kwok N M, Ha Q P, Liu D, Fang G 2009 IEEE Transactions on Automation Science and Engineering 6 145

    [18]

    Sanchez C C, Pantoja M F, Martin R G 2011 IEEE Transactions on Magnetics 47 4761

    [19]

    Xin B, Chen J, Zhang J, Fang H, Peng Z H 2012 IEEE Transactions on Systems, Man and Cybernetics-Part C: Applications and Reviews 42 744

    [20]

    Zhou J, Liu D, Liao C, Li Z 2009 IEEE Trans. Plasma Sci. 37 2002

    [21]

    Liu F, Meng L, Zhang J, Li H, Song G 2011 High Power Laser and Particle Beams 23 1030 (in Chinese) [刘丰, 蒙林, 张建国, 李海龙, 宋刚永 2012 强激光与粒子束 23 1030]

  • [1]

    Benford J, Swegle J 1992 High power microwave. Boston: Artech House

    [2]

    Tang Y F, Meng L, Li H L, Zheng L, Yin Y, Wang B 2012 Phys. Script 85 055801

    [3]

    Wang H H, Li H L, Meng L, Liu F 2011 High Power Laser and Particle Beams 23 1000 (in Chinese) [王辉辉, 李海龙, 蒙林, 刘丰 2011 强激光与粒子束 23 1000]

    [4]

    Gao L, Qian B, Ge X 2011 Phys. Plasma 18 103111

    [5]

    Denisov G G, Kuzikov S V, Savilov 2011 A V Phys. Plasmas 18 103102

    [6]

    Wang H H, Liu D G, Meng L, Liu L Q, Yang C, Peng K, Xia M Z 2013 Acta Phys. Sin. 62 015207 (in Chinese) [王辉辉, 刘大刚, 蒙林, 刘腊群, 杨超, 彭凯, 夏蒙重 2013 物理学报 62 015207]

    [7]

    Xu X, Wei Y, Shen F, Yin H, Xu J, Gong Y, Wang W 2012 Phys. Plasma 19 013113

    [8]

    Tang Y F, Meng L, Li H L, Wang B, Yin Y, Zhang F N 2012 High Power Laser and Particle Beams 24 2415 (in Chinese) [唐永福, 蒙林, 李海龙, 王彬, 殷勇, 张斐娜 2012 强激光与粒子束 24 2415]

    [9]

    Wang D, Qin F, Chen D, Wen J, Jin X 2011 AIP Advance 1 042156

    [10]

    Shen Y, Guo B, Gu T 2005 Journal of UEST of China 34 696 (in Chinese) [沈艳, 郭兵, 古天祥 2005 电子科技大学学报 34 696]

    [11]

    Kennedy J, Eberhart R C 1995 In Proceedings of the IEEE Neural Networks Conference (IEEE, Perth, 1995), pp 1942–1948

    [12]

    Clerc M, Kennedy J 2002 IEEE transactions on evolutionary computation 6 58

    [13]

    Eberhart R C, Shi Y 2001 In Proceedings of the IEEE Evolutionary Computation Conference (IEEE, Seoul, 2001), pp 81–86

    [14]

    Ho S Y, Lin H S, Liauh W H, Ho S J 2008 IEEE Transactions on systems, man and cybernetics-part A: Systems and humans 38 288

    [15]

    Selleri S, Mussetta M, Prinoli P, Zich R R, Matekovits L 2008 IEEE Transactions on Antennas and Propagation 56 67

    [16]

    Valle Y D, Venayagamoorthy G K, Mohagheghi S, Hernandez J C, Harley R G 2008 IEEE Transactions on Evolutionary Computation 12 171

    [17]

    Kwok N M, Ha Q P, Liu D, Fang G 2009 IEEE Transactions on Automation Science and Engineering 6 145

    [18]

    Sanchez C C, Pantoja M F, Martin R G 2011 IEEE Transactions on Magnetics 47 4761

    [19]

    Xin B, Chen J, Zhang J, Fang H, Peng Z H 2012 IEEE Transactions on Systems, Man and Cybernetics-Part C: Applications and Reviews 42 744

    [20]

    Zhou J, Liu D, Liao C, Li Z 2009 IEEE Trans. Plasma Sci. 37 2002

    [21]

    Liu F, Meng L, Zhang J, Li H, Song G 2011 High Power Laser and Particle Beams 23 1030 (in Chinese) [刘丰, 蒙林, 张建国, 李海龙, 宋刚永 2012 强激光与粒子束 23 1030]

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  • Received Date:  11 December 2012
  • Accepted Date:  13 March 2013
  • Published Online:  05 July 2013

Numerical optimization study of PIC/PSO for RBWO

  • 1. School of Physical Electronics, University of Electronic Science and Technology of China, Chengdu 610054, China
Fund Project:  Project supported by the National Natural Science Foundation of China (Grant Nos. 11175040, 60971034).

Abstract: In this paper, based on the three-dimensional particle-in-cell (PIC) platform CHIPIC, a module of particle swarm optimization (PSO) is designed, and the code of PIC/PSO is developed. Then, the properties of multi-frequency output power are studied. Based on these properties, a class of optimization object functions is designed. With this PIC/PSO code and this class of object functions, single-frequency and dual-frequency RBWOs are optimized respectively. The optimization results show that both the single-and dual-frequency RBWOs can be optimized successfully with the corresponding object functions.

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