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
  • [1] Dynamic Grey Wolf Optimization Algorithm Based on Quasi-Opposition Learning
    Wang, Tianlei
    Li, Junhui
    Liu, Renju
    Xu, Jinzhao
    Hao, Xiaoxi
    Kin, Kenneth Teo Tze
    Liang, Jiehong
    [J]. 3D IMAGING-MULTIDIMENSIONAL SIGNAL PROCESSING AND DEEP LEARNING, VOL 1, 2022, 297 : 11 - 22
  • [2] A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems
    Chen, Hui
    Li, Weide
    Yang, Xuan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 158
  • [3] Selective Opposition based Grey Wolf Optimization
    Dhargupta, Souvik
    Ghosh, Manosij
    Mirjalili, Seyedali
    Sarkar, Ram
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 151
  • [4] A Novel Dynamic Generalized Opposition-Based Grey Wolf Optimization Algorithm
    Xing, Yanzhen
    Wang, Donghui
    Wang, Leiou
    [J]. ALGORITHMS, 2018, 11 (04)
  • [5] Modified Quasi-Opposition-Based Grey Wolf Optimization for Mathematical and Electrical Benchmark Problems
    Dubey, Salil Madhav
    Dubey, Hari Mohan
    Salkuti, Surender Reddy
    [J]. ENERGIES, 2022, 15 (15)
  • [6] Beetle antenna strategy based grey wolf optimization
    Fan, Qingsong
    Huang, Haisong
    Li, Yiting
    Han, Zhenggong
    Hu, Yao
    Huang, Dong
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 165
  • [7] Chaotic opposition-based grey-wolf optimization algorithm based on differential evolution and disruption operator for global optimization
    Ibrahim, Rehab Ali
    Abd Elaziz, Mohamed
    Lu, Songfeng
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 108 : 1 - 27
  • [8] Opposition-based learning grey wolf optimizer for global optimization
    Yu, Xiaobing
    Xu, WangYing
    Li, ChenLiang
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 226
  • [9] Enhanced Grey Wolf Optimization Algorithm for Global Optimization
    Joshi, Himani
    Arora, Sankalap
    [J]. FUNDAMENTA INFORMATICAE, 2017, 153 (03) : 235 - 264
  • [10] An Improved Grey Wolf Optimization Algorithm
    Long, Wen
    Cai, Shao-Hong
    Jiao, Jian-Jun
    Wu, Tie-Bin
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2019, 47 (01): : 169 - 175
12345