A vector wind driven optimization algorithm for multi-objective optimizations of electromagnetic devices

被引:1
|
作者
Yang, Wenjia [1 ]
Ho, S. L. [1 ]
Yang, Shiyou [2 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
[2] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Wind driven optimization; multi-objective; evolutionary algorithm; design optimization;
D O I
10.3233/JAE-171186
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
Wind driven optimization is a new entrant to evolutionary algorithms, and has been applied successfully to solve different engineering single objective (scalar) design problems. However, lukewarm efforts have been devoted to develop a vector optimizer using a wind driven optimization algorithm. This paper explores the potential of this new optimal method in solving multi-objective design problems in electromagnetics. In this regard, a vector wind driven optimization algorithm is proposed and validated using two inverse problems with promising numerical results.
引用
收藏
页码:55 / 62
页数:8
相关论文
共 50 条
  • [1] A Real Coded Vector Population-Based Incremental Learning Algorithm for Multi-Objective Optimizations of Electromagnetic Devices
    Ho, S. L.
    Yang, Jiaqiang
    Yang, Shiyou
    Bai, Yanan
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2018, 54 (03)
  • [2] A Hybridized Vector Optimal Algorithm for Multi-Objective Optimal Designs of Electromagnetic Devices
    Hu, Guanzhong
    Yang, Shiyou
    Li, Yuling
    Khan, Shafi Ullah
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2016, 52 (03)
  • [3] A micro multi-objective genetic algorithm for multi-objective optimizations
    Liu, G. P.
    Han, X.
    [J]. CJK-OSM 4: THE FOURTH CHINA-JAPAN-KOREA JOINT SYMPOSIUM ON OPTIMIZATION OF STRUCTURAL AND MECHANICAL SYSTEMS, 2006, : 419 - 424
  • [4] A Wind Driven Optimization Algorithm for Global Optimization of Electromagnetic Devices
    Ho, S. L.
    Yang, Shiyou
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2018, 54 (03)
  • [5] SALHE-EA: A New Evolutionary Algorithm for Multi-Objective Optimization of Electromagnetic Devices
    Dilettoso, Emonuele
    Rizzo, Santi Agatino
    Salerno, Nunzio
    [J]. INTELLIGENT COMPUTER TECHNIQUES IN APPLIED ELECTROMAGNETICS, 2008, 119 : 37 - 45
  • [6] An improved regularity-based vector evolutionary algorithm for multi-objective optimizations
    Li, Yiying
    Yang, Shiyou
    [J]. ADVANCES IN ENGINEERING SOFTWARE, 2023, 176
  • [7] An emigration genetic algorithm for vector optimizations of electromagnetic devices
    Wang, YH
    Yang, SY
    Ni, GZ
    Ni, PH
    Ho, SL
    [J]. INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2004, 19 (1-4) : 103 - 109
  • [8] A Robust Global Optimization Algorithm of Electromagnetic Devices Utilizing Gradient Index and Multi-Objective Optimization Method
    Ren, Ziyan
    Pham, Minh-Trien
    Song, Minho
    Kim, Dong-Hun
    Koh, Chang Seop
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2011, 47 (05) : 1254 - 1257
  • [9] Multi-objective Symbiotic Search Algorithm Approaches for Electromagnetic Optimization
    Hultmann Ayala, Helon Vicente
    Klein, Carlos Eduardo
    Mariani, Viviana Cocco
    Coelho, Leandro dos Santos
    [J]. 2016 IEEE CONFERENCE ON ELECTROMAGNETIC FIELD COMPUTATION (CEFC), 2016,
  • [10] A weight vector based multi-objective optimization algorithm with preference
    Zhang, Xing-Yi
    Jiang, Xiao-San
    Zhang, Lei
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2016, 44 (11): : 2639 - 2645