A Generic Model Order Reduction Technique Based On Particle Swarm Optimization (PSO) Algorithm

被引:0
|
作者
Salah, Khaled [1 ]
机构
[1] Mentor Graph Corp, Cairo, Egypt
关键词
Model Order Reduction; Particle Swarm Optimization; SYSTEMS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this Paper, a Particle Swarm Optimization based solution is proposed to solve the problem of model order reduction for high order transfer functions. The main advantages of our approach are that it is generic, with relatively small time and reasonable accuracy. Moreover, it preserves both time and frequency responses of the original transfer function.
引用
收藏
页码:193 / 196
页数:4
相关论文
共 50 条
  • [21] An Adaptive Particle Swarm Optimization Algorithm Based on Cloud Model
    Zhu, Jinrong
    MATERIALS AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2010, 129-131 : 612 - 616
  • [22] Order Reduction of LTI Systems Using Balanced Truncation and Particle Swarm Optimization Algorithm
    Duddeti, Bala Bhaskar
    Naskar, Asim Kumar
    Subhashini, K. R.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2023, 42 (08) : 4506 - 4552
  • [23] Order Reduction of LTI Systems Using Balanced Truncation and Particle Swarm Optimization Algorithm
    Bala Bhaskar Duddeti
    Asim Kumar Naskar
    K. R. Subhashini
    Circuits, Systems, and Signal Processing, 2023, 42 : 4506 - 4552
  • [24] GA=PSO: Realizing Equivalent Particle Swarm Optimization by Genetic Algorithm
    Zhu, Ruoyu
    Zheng, Zhonglong
    Wang, Hua
    Zhou, Xiangmin
    Liu, Dong
    Sun, Lin
    2023 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE, ICACI, 2023,
  • [25] A Novel Crow Swarm Optimization Algorithm (CSO) Coupling Particle Swarm Optimization (PSO) and Crow Search Algorithm (CSA)
    Jia, Ying-Hui
    Qiu, Jun
    Ma, Zhuang-Zhuang
    Li, Fang-Fang
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021
  • [26] Particle Swarm Optimization (PSO) algorithm for wind farm optimal design
    Aristidis, Vlachos
    Maria, Papageorgaki
    Christos, Lytras
    INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2010, 5 (01) : 53 - 58
  • [27] PSO plus : A new particle swarm optimization algorithm for constrained problems
    Kohler, Manoela
    Vellasco, Marley M. B. R.
    Tanscheit, Ricardo
    APPLIED SOFT COMPUTING, 2019, 85
  • [28] Genetic algorithm (GA) and particle swarm optimization (PSO) in engineering eelectromagnetics
    Rahmat-Samii, Y
    ICECOM 2003, CONFERENCE PROCEEDINGS, 2003, : 1 - 5
  • [29] Particle swarm optimization (PSO). A tutorial
    Marini, Federico
    Walczak, Beata
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2015, 149 : 153 - 165
  • [30] Fractional order dynamics in a particle swarm optimization algorithm
    Solteiro Pires, E. J.
    de Moura Oliveira, P. B.
    Tenreiro Machado, J. A.
    Jesus, Isabel S.
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2007, : 703 - +