Laser & Optoelectronics Progress, Volume. 58, Issue 4, 0420001(2021)

Improved Fruit Fly Algorithm to Optimize Generalized Regression Neural Network of Double Notch Ultra-Wideband Antenna Modeling

Jingchang Nan, Xinyuan Cao*, Mingming Gao, and Peihong Zhang
Author Affiliations
  • School of Electronics and Information Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
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    References(18)

    [1] Hou H C. Analysis and design of band-notched UWB antenna[D]. Jinan: Shandong University of Science and Technology, 13-14(2018).

    [5] Vilović I, Burum N, Brailo M. Microstrip antenna design using neural networks optimized by PSO. [C]∥International Conference on Applied Electromagnetics and Communications (ICECom), Oct. 14-16, 2013, Dubrovnik, Croatia, 1-4(2013).

    [6] Yan S, Zhang C, Zhang Q J. Recurrent neural network technique for behavioral modeling of power amplifier with memory effects[J]. International Journal of RF and Microwave Computer-Aided Engineering, 25, 289-298(2015).

    [7] Divakar T, Panda D C. Resonant frequency calculation of circular ring microstrip patch antenna using knowledge based neural network[C]∥2014 International Conference on Electronics and Communication Systems (ICECS), Februar, 1-3(2014).

    [9] Agarkar P, Hajare P, Bawane N. Optimization of generalized regression neural networks using PSO and GA for non-performer particles[C]∥2016 IEEE International Conference on Recent Trends in Electronics, Information & Communicati, 103-107(2016).

    [10] Nie N N, Wang Y B, Wang M Z et al. Safety prediction of mine tailing reservoir based on FOA-GRNN algorithm[J]. Journal of Safety Science and Technology, 10, 39-45(2014).

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    Jingchang Nan, Xinyuan Cao, Mingming Gao, Peihong Zhang. Improved Fruit Fly Algorithm to Optimize Generalized Regression Neural Network of Double Notch Ultra-Wideband Antenna Modeling[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0420001

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    Paper Information

    Category: Optics in Computing

    Received: Jun. 19, 2020

    Accepted: Aug. 11, 2020

    Published Online: Feb. 25, 2021

    The Author Email: Cao Xinyuan (18240391566@163.com)

    DOI:10.3788/LOP202158.0420001

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