Comparison and Simulation of Particle Swarm Optimization and Lagrange Multiplier Method

被引:0
|
作者
Zhou, Xuesong [1 ]
Zhang, Bo [1 ]
Ma, Youjie
机构
[1] Tianjin Univ Technol, Key Res Lab Control Theory & Applicat Complicated, Tianjin 300384, Peoples R China
基金
中国国家自然科学基金;
关键词
Particle Swarm Optimization; Newton iterative method; MATLAB; equation root;
D O I
10.1109/ccdc.2019.8832633
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the simulation of the social activities of biological groups, the Particle Swarm Optimization algorithm simulates the mutual synergy of group organisms to construct a new intelligent optimization algorithm. This article briefly introduces the Particle Swarm Optimization algorithm and the Lagrange Multiplier Method, and introduces an optimal distribution example of active power in the power system. It is simulated by MATLAB and compared with the Lagrange multiplier method. Compare and draw conclusions.
引用
收藏
页码:1210 / 1213
页数:4
相关论文
共 50 条
  • [41] Optimization and Comparison of Electrical Machines using Particle Swarm Optimization
    van der Geest, M.
    Polinder, H.
    Ferreira, J. A.
    Zeilstra, D.
    2012 XXTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), 2012, : 1380 - 1386
  • [42] Particle swarm optimization method for image clustering
    Omran, M
    Engelbrecht, AP
    Salman, A
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2005, 19 (03) : 297 - 321
  • [43] Texture decomposition with particle swarm optimization method
    Tang, Jian-Guo
    Zhang, Xin-Mingm
    Deng, Yun-Lai
    Du, Yu-Xuan
    Chen, Zhi-Yong
    COMPUTATIONAL MATERIALS SCIENCE, 2006, 38 (02) : 395 - 399
  • [44] Particle swarm optimization with multiscale searching method
    Yuan, X
    Peng, J
    Nishiura, Y
    COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 1, PROCEEDINGS, 2005, 3801 : 669 - 674
  • [45] Particle Swarm Optimization Method for Panel Layout
    Xu Yu-qing
    Yang Zhi
    Meng Qing-xin
    ADVANCED DESIGN AND MANUFACTURE III, 2011, 450 : 308 - 311
  • [46] Hybrid particle swarm optimization with BFGS method
    Lu, Kezhong
    Shuai, Xiaoying
    DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 433 - 435
  • [47] Improving Multiobjective Particle Swarm Optimization Method
    Saleh, Intisar K.
    Ozkaya, Ufuk
    Hasan, Qais F.
    NEW TRENDS IN INFORMATION AND COMMUNICATIONS TECHNOLOGY APPLICATIONS, NTICT 2018, 2018, 938 : 143 - 156
  • [48] Analytic elements method and particle swarm optimization based simulation-optimization model for groundwater management
    Gaur, Shishir
    Chahar, B. R.
    Graillot, Didier
    JOURNAL OF HYDROLOGY, 2011, 402 (3-4) : 217 - 227
  • [49] Optimization of Injection Molding Simulation of Bioabsorbable Bone Screw Using Taguchi Method and Particle Swarm Optimization
    Ayun, Azizah Hadny Qurrota
    Triyono, Joko
    Pujiyanto, Eko
    JORDAN JOURNAL OF MECHANICAL AND INDUSTRIAL ENGINEERING, 2022, 16 (02): : 319 - 325
  • [50] New method of BP network optimized based on particle swarm optimization and simulation test
    Li, Zuo-Yong
    Wang, Jia-Yang
    Guo, Chun
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2008, 36 (11): : 2224 - 2228