A Particle Swarm Optimization Algorithm for Minimizing Weight of the Composite Box structure

被引:2
|
作者
Jiang, Pengyu [1 ]
Lin, Zhuming [1 ]
Xu, Jin [1 ]
Sun, Jianqun [1 ]
机构
[1] Wuxi First Sci Inst, Wuxi 214035, Peoples R China
关键词
particle swam optimization; zero-order method; stacking sequence design; CONVERGENCE;
D O I
10.4028/www.scientific.net/AMR.430-432.470
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The particle swarm optimization was applied to the optimum design of the composite box structure. The total weight of the structure was taken as the objective function. A technique of applying PSO integrated with general finite element code was developed for the optimization. Optimization was also conducted using zero-order method included in ANSYS and a comparison was made between zero-order method and PSO. Results demonstrate that PSO can find the global optimal design with higher efficiency regardless of the initial designs. for zero-order method the optimum solution is worst than the result of the PSO optimum.
引用
收藏
页码:470 / 475
页数:6
相关论文
共 50 条
  • [21] A resilient particle swarm optimization algorithm with dynamically changing inertia weight
    Dong, Wu Zhi
    Hua, Zhou Sui
    Min, Feng Shi
    Jing, Xiao Zu
    ADVANCES IN MANUFACTURING SCIENCE AND ENGINEERING, PTS 1-4, 2013, 712-715 : 2423 - 2427
  • [22] A particle swarm optimization algorithm for minimizing makespan of nonidentical parallel batch processing machines
    Damodaran, Purushothaman
    Diyadawagamage, Don Asanka
    Ghrayeb, Omar
    Velez-Gallego, Mario C.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 58 (9-12): : 1131 - 1140
  • [23] A particle swarm optimization algorithm for minimizing makespan of nonidentical parallel batch processing machines
    Purushothaman Damodaran
    Don Asanka Diyadawagamage
    Omar Ghrayeb
    Mario C. Vélez-Gallego
    The International Journal of Advanced Manufacturing Technology, 2012, 58 : 1131 - 1140
  • [24] Structure Learning Algorithm of DBN Based on Particle Swarm Optimization
    Lou, Yuansheng
    Dong, Yuchao
    Ao, Huanhuan
    14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 102 - 105
  • [25] Hierarchical structure poly-particle swarm optimization algorithm
    School of Electrical Info., Sichuan Univ., Chengdu 610065, China
    不详
    Sichuan Daxue Xuebao (Gongcheng Kexue Ban), 2008, 5 (171-176):
  • [26] Maximizing structure performances of a sandwich panel with hybrid composite skins using particle swarm optimization algorithm
    Cho, Hee Keun
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2009, 23 (12) : 3143 - 3152
  • [27] Maximizing structure performances of a sandwich panel with hybrid composite skins using particle swarm optimization algorithm
    Cho Dr., Hee Keun
    Journal of Mechanical Science and Technology, 2010, 23 (12) : 3143 - 3152
  • [28] Maximizing structure performances of a sandwich panel with hybrid composite skins using particle swarm optimization algorithm
    Hee Keun Cho
    Journal of Mechanical Science and Technology, 2009, 23 : 3143 - 3152
  • [29] Optimal design of composite laminates for minimizing delamination stresses by particle swarm optimization combined with FEM
    Chen, Jianqiao
    Peng, Wenjie
    Ge, Rui
    Wei, Junhong
    STRUCTURAL ENGINEERING AND MECHANICS, 2009, 31 (04) : 407 - 421
  • [30] Engineering Optimization and the Particle Swarm Optimization Algorithm
    Centeno, Alejandro
    Aguilera, Anibal
    INGENIERIA UC, 2009, 16 (01): : 59 - 64