期刊文献+

神经网络在结构优化中的应用

Application of Neural Network Structure Optimization
下载PDF
导出
摘要 采用阶梯折算及传递矩阵的基本方法,利用神经网络算法中的模拟退火法,研究了轴向力作用下非均匀变截面柱的屈曲优化问题,计算了给定柱体总体积约束下,使轴向受压柱的屈曲载荷达到最大的问题。研究表明:优化结果使4种边界条件下的屈曲载荷都得到提高。 Using ladder reduction and transmission matrix method, buckling optimal problem of non-homogeneous variable crosssection column compressed by axial force on four kinds of boundary conditions with isometric comfinement is solved in the paper. Buckling load increases, and simulated annealing method which is belong to neural network is used in this paper.
出处 《机械管理开发》 2010年第2期105-106,共2页 Mechanical Management and Development
关键词 神经网络 模拟退火法 变截面轴向受压柱 Neural network Simulated annealing method Non-homogeneous variable cross-section column compressed by axial force
  • 相关文献

参考文献5

二级参考文献16

  • 1张义民,张雷.基于神经网络的结构可靠性优化设计[J].应用力学学报,2005,22(1):49-54. 被引量:17
  • 2于繁华,赵宏伟,臧雪柏,刘仁云,王立江.基于小波神经网络的变参数振动钻削仿真[J].吉林大学学报(工学版),2005,35(3):297-300. 被引量:3
  • 3张义民,张雷.结构系统可靠性优化设计的神经网络方法[J].计算力学学报,2005,22(3):257-261. 被引量:13
  • 4IBRAHIM R A. Structural dynamics with uncertainties[J]. Applied Mechanics Review, 1987,15(3):309-328.
  • 5ZHANG Y M, CHEN S H, LIU Q L, et al. Stochastic perturbation finite elements[J]. Computers & Structures, 1996,59(3):425-429.
  • 6ZHANG Y M, WEN B C, CHEN S H. PFEM formalism in kronecker notation[J]. Mathematics and Mechanics of Solids,1996,1(4):445-461.
  • 7ZHANG Y M, LIU Q L. Reliability-based design of automobile components[J]. Proceedings of the Institution of Mechanical Engineers Part D, Journal of Automobile Engineering, 2002,216(D6):455-471.
  • 8VETTER W J. Matrix calculus operations and Taylor expansions[J]. SIAM Review, 1973,15:352-369.
  • 9CRAMER H. Mathematical Methods of Statistics[M]. Princeton University Press, New Jersey, 1964.
  • 10CHEN T P, CHEN H, LIU R W. Approximation capability in C(R over-bar n) by multiplayer feedforward networks and related problems[J]. IEEE Transactions on Neural Networks, 1995, 6(1): 25-30.

共引文献16

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部