Antenna Optimization Based on Quasi-Opposition Grey Wolf Optimization Algorithm

被引：0
|
作者：
Zhu, Hao-Yun [1 ]
Li, Wei-Dong [2 ]
Zhao, Hai-Yan [2 ]
机构：
[1] Southeast Univ, Sch Cyber Sci & Engn, Nanjing 210096, Peoples R China
[2] Southeast Univ, Sch Informat Sci & Engn, Nanjing 210096, Peoples R China
来源：
2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT) | 2022年
关键词：
Antenna; Quasi-Opposition; Grey Wolf Optimization algorithm;
D O I：
10.1109/ICMMT55580.2022.10022853
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Performance optimization of an antenna is a non-linear, multi-dimensional and complex scheme, which can be solved by applying intelligence algorithms. A Quasi-Opposition Grey Wolf Optimization (QOGWO) algorithm is presented to improve the Grey Wolf Optimization (GWO) algorithm. It is prone to global optimality, high precision for complex problems and a fast convergence rate at a later stage. A wideband dual-polarized magneto-electric dipole antenna is simulated as an example. Compared to the GWO algorithm, the antenna optimized by the improved algorithm has a wider bandwidth, verifying the feasibility of the algorithm in the field of antenna design optimization.
引用
收藏
页数：3
相关论文
共 50 条
  • [31] A Multi-Strategy Collaborative Grey Wolf Optimization Algorithm for UAV Path Planning
    Rao, Chaoyi
    Wang, Zilong
    Shao, Peng
    ELECTRONICS, 2024, 13 (13)
  • [32] A novel deep learning model with the Grey Wolf Optimization algorithm for cotton disease detection
    Gulmez, Burak
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2023, 29 (06) : 595 - 626
  • [33] Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation
    Sefati, SeyedSalar
    Mousavinasab, Maryamsadat
    Zareh Farkhady, Roya
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (01) : 18 - 42
  • [34] Grey Wolf Accretive Satisfaction Algorithm for Optimization of Residence Energy Management with Time and Device-based Preferences
    Ayub, Sara
    Ayob, Shahrin Bin Md
    Wei, Tan Chee
    Aziz, Lubna
    2020 IEEE INTERNATIONAL CONFERENCE ON POWER AND ENERGY (PECON 2020), 2020, : 309 - 314
  • [35] LQR Pendulation Reduction Control of Ship-Mounted Crane Based on Improved Grey Wolf Optimization Algorithm
    Mingxiao Sun
    Changyu Ji
    Tiantian Luan
    Nan Wang
    International Journal of Precision Engineering and Manufacturing, 2023, 24 : 395 - 407
  • [36] Multi-parameter identification of permanent magnet synchronous motor based on improved grey wolf optimization algorithm
    Zhang Z.
    Jiang J.-M.
    Zhang X.-P.
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2022, 26 (10): : 119 - 129
  • [37] LQR Pendulation Reduction Control of Ship-Mounted Crane Based on Improved Grey Wolf Optimization Algorithm
    Sun, Mingxiao
    Ji, Changyu
    Luan, Tiantian
    Wang, Nan
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2023, 24 (03) : 395 - 407
  • [38] Fault Diagnosis Of Power Transformer Based On Extreme Learning Machine Optimized By Improved Grey Wolf Optimization Algorithm
    Xu, Yong
    Lu, Xiaojuan
    Zhu, Yuhang
    Wei, Jiawei
    Liu, Dan
    Bai, Jianchong
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2023, 27 (04): : 2367 - 2374
  • [39] DEFECT PREDICTION METHOD FOR POWER TRANSMISSION EQUIPMENT BASED ON GREY WOLF OPTIMIZATION ALGORITHM AND LSTM-HNA
    Yang, Zhennan
    Zhang, Jie
    Zhang, Ke
    Sun, Youqiang
    Huang, Wenli
    Zou, Le
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2024, 86 (04): : 125 - 140
  • [40] Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation
    SeyedSalar Sefati
    Maryamsadat Mousavinasab
    Roya Zareh Farkhady
    The Journal of Supercomputing, 2022, 78 : 18 - 42
12345