Voronoi Tessellation Optimization A Local/Global Optimization Hybrid for Electromagnetics Design

被引:0
|
作者
Jenkins, Ronald P. [1 ]
Werner, Douglas H. [1 ]
机构
[1] Penn State Univ, Dept Elect Engn & Comp Sci, University Pk, PA 16802 USA
来源
2019 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND USNC-URSI RADIO SCIENCE MEETING | 2019年
关键词
Optimization; Voronoi Tessellation; Partition; Evolutionary Algorithm; Estimation of Distribution Algorithm;
D O I
暂无
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
This paper introduces a new hybrid local-global optimizer called the Voronoi Tessellation Optimization (VTO) algorithm which leverages precomputed gradients and a space partitioning technique to improve single objective convergence speed and robustness. VTO has been herein compared with other well-known optimization algorithms used in electromagnetics and optics and has demonstrated commensurate or improved performance on two multimodal test problems.
引用
收藏
页码:1031 / 1032
页数:2
相关论文
共 50 条
  • [21] Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization
    Too, Jingwei
    Sadiq, Ali Safaa
    Akbari, Hesam
    Mong, Guo Ren
    Mirjalili, Seyedali
    PROCEEDINGS OF 7TH INTERNATIONAL CONFERENCE ON HARMONY SEARCH, SOFT COMPUTING AND APPLICATIONS (ICHSA 2022), 2022, 140 : 35 - 42
  • [22] Local search based hybrid particle swarm optimization algorithm for multiobjective optimization
    Mousa, A. A.
    El-Shorbagy, M. A.
    Abd-El-Wahed, W. F.
    SWARM AND EVOLUTIONARY COMPUTATION, 2012, 3 : 1 - 14
  • [23] High-Performance Hybrid-Global-Deflated-Local Optimization with Applications to Active Learning
    Noack, Marcus Michael
    Perryman, David
    Krishnan, Harinarayan
    Zwart, Petrus H.
    PROCEEDINGS OF XLOOP 2021: THE 3RD ANNUAL WORKSHOP ON EXTREME-SCALE EXPERIMENT-IN-THE-LOOP COMPUTING, 2021, : 24 - 29
  • [24] Explicit Topology Optimization of Voronoi Foams
    Li, Ming
    Hu, Jingqiao
    Chen, Wei
    Kong, Weipeng
    Huang, Jin
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 31 (04) : 2012 - 2027
  • [25] Highest Order Voronoi Diagram Optimization
    Christianto, Daud Sandy
    Adhinugraha, Kiki Maulana
    Herdiani, Anisa
    Alamri, Sultan
    2017 5TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOIC7), 2017,
  • [26] Optimization Heuristics for Computing the Voronoi Skeleton
    Kotsur, Dmytro
    Tereshchenko, Vasyl
    COMPUTATIONAL SCIENCE - ICCS 2019, PT I, 2019, 11536 : 96 - 111
  • [27] Efficient design of Voronoi energy-absorbing foams using Bayesian optimization
    Oh, Youngtaek
    Kim, Byungjo
    Chung, Hayoung
    MATERIALS & DESIGN, 2025, 253
  • [28] A Modified Imperialist Competitive Algorithm for Optimization in Electromagnetics
    Coelho, Leandro Dos S.
    Afonso, Leonardo D.
    Alotto, Piergiorgio
    IEEE TRANSACTIONS ON MAGNETICS, 2012, 48 (02) : 579 - 582
  • [29] Interactive Cosegmentation Using Global and Local Energy Optimization
    Dong, Xingping
    Shen, Jianbing
    Shao, Ling
    Yang, Ming-Hsuan
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (11) : 3966 - 3977
  • [30] A Hybrid Algorithm by Combination of Genetic Algorithm and Local Optimization for Constrained MHD Pump Optimization
    Bouali, Khadidja
    Kadid, Fatima Zohra
    Abdessemed, Rachid
    PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM), 2018, : 497 - 501