New elevator dispatching strategy based on hybrid immune particle swarm optimization algorithm

被引:0
|
作者
School of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China [1 ]
机构
来源
Huanan Ligong Daxue Xuebao | 2008年 / 8卷 / 1-5期
关键词
Control systems - Particle swarm optimization (PSO);
D O I
暂无
中图分类号
学科分类号
摘要
According to the complementarity of the artificial immune (AI) optimization algorithm and the particle swarm optimization (PSO) algorithm, a hybrid immune particle swarm optimization algorithm is proposed and employed to optimize the elevator dispatching in the hybrid elevator-group control system. The simulated results are then compared with those obtained by AI optimization and PSO algorithms, finding that, by using the proposed algorithm, the long waiting percentage and the run count are greatly improved, while the average waiting time is not obviously shortened. It is thus concluded that the proposed algorithm is effective in optimizing die elevator dispatching in the hybrid elevator-group control system.
引用
下载
收藏
相关论文
共 50 条
  • [21] An Optimization Algorithm for WNN Based on Immune Particle Swarm
    Wang, Fei
    Shi, Jianfang
    Yang, Jing
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT III, 2011, 7004 : 326 - 333
  • [22] A GA and Particle Swarm Optimization Based Hybrid Algorithm
    Nie Ru
    Yue Jianhua
    2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1047 - 1050
  • [23] A Hybrid Particle Swarm Optimization Algorithm Based on Immune Selection for Stochastic Loader Problem
    Wang, Hong
    Zhao, Peiyi
    MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 2214 - +
  • [24] Particle swarm optimization based hybrid intelligent algorithm
    Zhang, QL
    Li, X
    Tran, QA
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 1648 - 1650
  • [25] QoS scheduling algorithm based on hybrid particle swarm optimization strategy for grid workflow
    Hu, Chunhua
    Wu, Min
    Liu, Guoping
    Xie, Wen
    SIXTH INTERNATIONAL CONFERENCE ON GRID AND COOPERATIVE COMPUTING, PROCEEDINGS, 2007, : 330 - +
  • [26] A new Combined Particle Swarm Optimization Algorithm Based Golden Section Strategy
    Hui, Fan
    ADVANCED DESIGN TECHNOLOGY, PTS 1-3, 2011, 308-310 : 1099 - 1105
  • [27] A New Hybrid Algorithm Based on Collaborative Line Search and Particle Swarm Optimization
    Li Xiang
    Liang Ximing
    Ercan, M. Fikret
    Zhou Yi
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOTS AND AGENTS, 2009, : 7 - +
  • [28] Hybrid optimization algorithm based on chaos,cloud and particle swarm optimization algorithm
    Mingwei Li
    Haigui Kang
    Pengfei Zhou
    Weichiang Hong
    Journal of Systems Engineering and Electronics, 2013, 24 (02) : 324 - 334
  • [29] Hybrid optimization algorithm based on chaos, cloud and particle swarm optimization algorithm
    Li, Mingwei
    Kang, Haigui
    Zhou, Pengfei
    Hong, Weichiang
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2013, 24 (02) : 324 - 334
  • [30] A Hybrid Algorithm Based on Particle Swarm Optimization and Ant Colony Optimization Algorithm
    Lu, Junliang
    Hu, Wei
    Wang, Yonghao
    Li, Lin
    Ke, Peng
    Zhang, Kai
    SMART COMPUTING AND COMMUNICATION, SMARTCOM 2016, 2017, 10135 : 22 - 31