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基于混合遗传算法的子结构损伤识别
引用本文:邹大力,屈福政,孙铁兵.基于混合遗传算法的子结构损伤识别[J].农业机械学报,2005,36(5):121-124.
作者姓名:邹大力  屈福政  孙铁兵
作者单位:大连理工大学
摘    要:采用基于柔度矩阵的优化目标函数,将遗传算法(GA)、模拟退火算法(SA)和局部搜索算法(LS)结合起来组成混合遗传算法(HGA),用于结构的损伤识别,并进一步通过应用子结构法来提高识别的效率。基于桁架的模拟计算结果表明,HGA克服了标准遗传算法(SGA)的不足,算法的收敛速度和识别精度都有显著的提高,而与子结构法的结合也使对复杂结构的损伤识别成为可能。

关 键 词:结构损伤识别  子结构  混合遗传算法  模拟退火算法  局部搜索算法  遗传算法
修稿时间:2003年10月20

Damage Detection of a Substructure Based on Hybrid Genetic Algorithm
Zou Dali,Qu Fuzheng,Sun Tiebing.Damage Detection of a Substructure Based on Hybrid Genetic Algorithm[J].Transactions of the Chinese Society of Agricultural Machinery,2005,36(5):121-124.
Authors:Zou Dali  Qu Fuzheng  Sun Tiebing
Institution:Dalian University of Technology
Abstract:A hybrid computational strategy combined the genetic algorithm (GA), the simulat ed annealing algorithm (SA) and the compatible local search operator (LS) was ad opted to identify damages of a structure, in which the substructure identifica tion was also applied to improve computation efficiency. A simulation result of a frame showed that the hybrid GA (HGA) mended the deficiencies of the simple GA (SGA), which made both the constringent speed and the identification precision improved. The use of a substructure method made damage identification of a com plicated structure possible.
Keywords:Structural damage detection  Substructure ide n tification  Genetic algorithm  Simulated annealing algorithm  Local search algor ithm
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