MEMS Relay Optimization Design Algorithm based on Particle Swarm Optimization

被引:0
|
作者
Liu, Hanmin [1 ]
Wu, Qinghua [2 ,3 ]
Yan, Xuesong [1 ]
机构
[1] Wuhan Inst Ship Bldg Technol, Wuhan 430050, Peoples R China
[2] Wuhan Inst Technol, Hubei Prov Key Lab Intelligent Robot, Wuhan 430073, Peoples R China
[3] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China
来源
关键词
MEMS relay; particle swarm optimization; optimization design; relay volume;
D O I
10.4028/www.scientific.net/KEM.562-565.155
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Mathematical model of the MEMS relay volume involves in mechanical, electrical, magnetic, thermal, etc., the MEMS relay optimization design is a constrained nonlinear function optimization problem. In this paper, aim at the disadvantages of standard Particle Swarm Optimization algorithm like being trapped easily into a local optimum, we improves the standard PSO and proposes a new algorithm to solve the overcomes of the standard PSO. The new algorithm keeps not only the fast convergence speed characteristic of PSO, but effectively improves the capability of global searching as well. Experiment results reveal that the proposed algorithm can find better solutions when compared to other heuristic methods and is a powerful optimization algorithm for MEMS relay optimization design.
引用
收藏
页码:155 / +
页数:2
相关论文
共 50 条
  • [1] Optimization Design of Gear Train based on Particle Swarm Optimization Algorithm
    Wu Chang-wei
    Wu Yong-hai
    Ma Cong-bin
    Wang Cheng
    MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 1072 - 1075
  • [2] A Particle Swarm Optimization Algorithm based on Orthogonal Design
    Yang, Jie
    Bouzerdoum, Abdesselam
    Phung, Son Lam
    2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [3] Optimization design of riser based on particle swarm algorithm
    Li, Zhi
    Mao, Zhe
    Li, Wei
    Zhuzao/Foundry, 2005, 54 (02): : 176 - 178
  • [4] The Design of RF MEMS Switch Based on Adaptive Chaotic Perturbation Particle Swarm Optimization Algorithm
    Liang, Jun
    Liu, Jianxia
    Yang, Yan
    Wang, Fang
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 291 - 296
  • [5] A particle swarm algorithm for multiobjective design optimization
    Ochlak, Eric
    Forouraghi, Babak
    ICTAI-2006: EIGHTEENTH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, : 765 - +
  • [6] Piezoelectric MEMS Mirror Optimized by Particle Swarm Optimization Algorithm
    Wang, Yufeng
    Li, Gary
    Zhou, Qin
    Almeida, Sergio
    Lee, Sae Won
    Ho, Derek
    Wang, Youmin
    MOEMS AND MINIATURIZED SYSTEMS XXI, 2022, 12013
  • [7] Optimization design of CVT cooling system based on improved particle swarm optimization algorithm
    State Key Laboratory of Advanced Design and Manufacture for Vehicle Body, Hunan University, Changsha 410082, China
    Zhongguo Jixie Gongcheng, 2008, 15 (1811-1814+1826): : 1811 - 1814
  • [8] Optimization Design of Blades Based on Multi-Objective Particle Swarm Optimization Algorithm
    Li, Zihao
    Wang, Wei
    Xie, Yonghe
    Li, Detang
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2025, 13 (03)
  • [9] Optimization Algorithm based on Artificial Life Algorithm and Particle Swarm Optimization
    Gu, Yun-li
    Xu, Xin
    Du, Jie
    Qian, Huan-yan
    ICIC 2009: SECOND INTERNATIONAL CONFERENCE ON INFORMATION AND COMPUTING SCIENCE, VOL 3, PROCEEDINGS: APPLIED MATHEMATICS, SYSTEM MODELLING AND CONTROL, 2009, : 173 - +
  • [10] Drilling path optimization based on particle swarm optimization algorithm
    Zhu Guangyu
    Zhang Weibo
    Du Yuexiang
    1ST INTERNATIONAL SYMPOSIUM ON DIGITAL MANUFACTURE, VOLS 1-3, 2006, : 763 - 766