杨海天

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:力学与航空航天学院

学科:固体力学. 计算力学. 工程力学

办公地点:力学楼-307

联系方式:0411-84708394

电子邮箱:haitian@dlut.edu.cn

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基于Kriging代理模型的拉压不同模量平面问题的近似求解

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发表时间:2013-01-01

发表刊物:工程力学

卷号:30

期号:4

页面范围:23

ISSN号:1000-4750

摘要:Kriging surrogate model is suggested to approximate the solutions of
   bimodular plane elastic problems. By utilizing a smoothed constitutive
   equation, finite element method, and the Latin hypercube sampling skill,
   a Kriging model based approximate numerical solution is presented to
   surrogate the FEM based solution of bimodular trusses and 2D plane
   problems. The impacts of sample numbers and problem scales on the
   computing accuracy/efficiency of the surrogate model are investigated.
   Numerical tests indicate that the proposed approach is capable of
   providing an approximate numerical solution with a reasonable computing
   accuracy for the bimodular plane problem, and considerable amount of
   computing time can be saved particularly when the solutions of direct
   bimodular problems are continually required and the problem scale is
   relatively large. The work presented in this paper is significantly
   valuable for saving computing time in solving the inverse bimodular
   problem and bimodular optimization problem.

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