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加速遗传算法在反演计算土层的剪切模量、阻尼比模型参数值中的应用研究

Applied Research on Accelerating Genetic Algorithm Inversion Layer in the Shear Modulus,Damping Ratio Values of Model Parameters

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【作者】 李大虎何强顾勤平

【Author】 LI Da-hu1,HE Qiang1,GU Qin-ping2(1.Institute of Engineering Seismology of Earthquake Administration of Sichuan Province,Chengdu,SC 610041,China;2.Institute of Engineering Seismology of Earthquake Administration of Jiangsu Province,Nanjing,JS 210014,China)

【机构】 四川省地震局工程地震研究院江苏省地震局地震工程研究院

【摘要】 针对成都地区土层特有的沉积环境及物理力学性质的差异性,采用Martin-Davidenkov模型和阻尼比经验公式,使用基于实码、并引入了更新概率(Pu)的加速遗传算法(AGA),编制了相应的C++程序,反演计算出成都地区各类沉积土的动剪切模量比G/Gmax和阻尼比λ与剪应变幅值γ的关系曲线模型的参数值。结果表明,RAGA收敛速度快,计算精度高,是一种既可以较大概率搜索全局最优解,又能进行局部细致搜索的非线性优化方法。

【Abstract】 In light of unique sedimentary environment of Chengdu region soil and the differences of the physical and mechanical properties,Martin-Davidenkov model and the empirical formula of damping ratio are used,the corresponding C++ program is done through fact-based code and the introduction of the updated probability of accelerating genetic algorithm,by inversion,we can calculate dynamic shear modulus ratio G/Gmax and damping ratio λ and the shear strain amplitude γ of the curve model parameters of the various types of deposits in Chengdu.The results show that:because of its fast convergence and high accuracy,RAGA is a nonlinear optimization method that not only can search the global optimal solution in greater probability,but also can search local details.

【基金】 中国地震局地震科技星火计划项目(XH1021Y)
  • 【文献出处】 东华理工大学学报(自然科学版) ,Journal of East China Institute of Technology(Natural Science) , 编辑部邮箱 ,2011年03期
  • 【分类号】TU411
  • 【被引频次】2
  • 【下载频次】34
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