A Hybrid Algorithm Based on PSO and DE and Its Application in Complexity System

被引：0
|
作者：
Yang, Yahong [1 ]
Wang, Ying [1 ]
机构：
[1] LanZhou Univ Technol Lanzhou, Coll Civil Engn, Lanzhou, Peoples R China
来源：
ADVANCED MECHANICAL ENGINEERING, PTS 1 AND 2 | 2010年 / 26-28卷
关键词：
Particle Swarm Optimization(PSO); Differential Evolution(DE); Petri Net; Complex System;
D O I：
10.4028/www.scientific.net/AMM.26-28.1155
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The optimization of complex system is a challenging research field in intelligent optimization. In this paper, the problem of how to decouple the unit of the complex system was proposed. The model on order link settlement in system reconfiguration model based on time Petri-net is put forward, order intelligent operation series is guided by a hybrid particle swarm optimization(HPSO) algorithm with Differential Evolution(DE) algorithm. PSO provides initial solution for DE during the hybrid search process. Such hybrid algorithm can be converted to tradition DE by setting swarm size to one particle. Simulation results show that the proposed model and algorithm are effective to order evaluation and implementation .
引用
收藏
页码：1155 / +
页数：2
相关论文
共 50 条
  • [31] Hybrid PSO-DE algorithm-based trust and congestion aware cluster routing algorithm for MANET
    Mariadas A.E.P.
    Madhanmohan R.
    International Journal of Cloud Computing, 2020, 9 (2-3): : 330 - 354
  • [32] A hybrid algorithm based on PSO and genetic operation and its applications for cutting stock problem
    Jiang, JQ
    Xing, XL
    Yang, XW
    Liang, YC
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 2198 - 2201
  • [33] Structural reliability-based optimization design using PSO-DE hybrid algorithm
    Jong, Chanhyok
    Meng, Guang-Wei
    Li, Feng
    Zhou, Li-Ming
    Kong, Yongsu
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2014, 42 (09): : 41 - 45
  • [34] Hybrid adaptive ant system algorithm and its application research
    Zhang, HY
    Yang, R
    System Simulation and Scientific Computing, Vols 1 and 2, Proceedings, 2005, : 570 - 574
  • [35] Hybrid genetic algorithm and its application in linear system identification
    Xia, Xiu-Yu
    Zhou, Ji-Liu
    Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition), 2005, 37 (01): : 104 - 107
  • [36] Improved PSO Algorithm and its Application in Function Optimization
    Zhang Dun-Li
    Zhou Guo-dong
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 665 - 668
  • [37] GA-PSO Integration Algorithm and Its Application in Modeling on Furnace Pressure System
    Chen, Qiming
    PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 1003 - 1006
  • [38] An Improved PSO Algorithm and Its Application on Fault Diagnosis
    Liu, X. L.
    Cao, L. H.
    Wang, S. T.
    Li, J. N.
    Huang, Y.
    Li, Y. P.
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRIAL ENGINEERING (AIIE 2015), 2015, 123 : 353 - 356
  • [39] APPLICATION OF IMPROVED PSO AND BP HYBRID OPTIMIZATION ALGORITHM IN ELECTRICAL AUTOMATION INTELLIGENT CONTROL SYSTEM
    Li, Lijing
    Wang, Xiaojian
    Yang, Mei
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (02): : 938 - 943
  • [40] The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling
    Deng, Huaijun
    Liu, Linna
    Fang, Jianyin
    Yan, Li
    APPLIED INTELLIGENCE, 2023, 53 (08) : 8927 - 8940
12345