基于差异进化算法的岩土力学参数智能反分析

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大连海事大学学报 ›› 2014, Vol. 40 ›› Issue (3) : 131-135.

塔拉，姜谙男，王军祥，关文

作者信息 +

Intelligent back analysis of mechanical  parameters based on difference 

Tala，JIANG An-nan，WANG Jun-xiang，GUAN Wen

Author information +

文章历史 +

摘要

针对岩土工程中通过室内或现场原位试验确定的材料力学参数均与实际参数有较大偏差的现状，将自主开发的基于弹塑性有限元与差异进化算法（DE）的智能反分析程序应用于隧道围岩及地基的力学参数反演中.介绍了程序原理、步骤及实现过程，并分析了差异进化算法中变异因子F、交叉因子CR及差异策略对参数反演精度与迭代收敛速度的影响.研究结果表明，该参数反演方法具有较好的可靠性和良好的优化性能，具有广泛的应用前景.

Abstract

Specific to the status quo of geotechnical engineering that there is larger deviation between the material mechanics parameters determined indoor or in situ test and practical parameters, the independently developed intelligent back analysis program was applied to back analyze the mechanical parameters of surrounding rock and foundation based on the elasticplastic finite element and difference evolutionary(DE) algorithm. The principle, steps and implementation process were introduced, and the influences of the mutagenic factor F, the cross factor CR and the difference strategy on the precision and convergence speed of the back analysis were analyzed. Result shows that the proposed parameter inversion method has good reliability and optimal capability, which has wide application prospect.

导出引用

塔拉，姜谙男，王军祥，关文. 基于差异进化算法的岩土力学参数智能反分析[J]. 大连海事大学学报. 2014, 40(3): 131-135

Tala，JIANG An-nan，WANG Jun-xiang，GUAN Wen. Intelligent back analysis of mechanical  parameters based on difference [J]. Journal of Dalian Maritime University. 2014, 40(3): 131-135

参考文献

［1］杨林德. 岩土工程问题的反演理论与工程实践［M］. 北京: 科学出版社, 1996.
［2］贾善坡. 基于遗传算法的岩土力学参数反演及其在ABAQUS 中的实现［J］. 水文地质工程地质，2012，39(1)：31-35.
JIA Shan-po. Inverse analysis for geotechnical engineering based on genetic algorithm and numerical implementation in ABAQUS［J］. Hydrogeology & Engineering Geology，2012，39(1)：31–35.(in Chinese)
［3］赵迪，张宗亮，陈建生. 粒子群算法和ADINA在土石坝参数反演中的联合应用［J］. 水利水电科技进展，2012，32(3)：43-47.
ZHAO Di， ZHANG Zong-liang， CHEN Jian-sheng. A combined application of particle swarm optimization and ADINA for parametric inversion of earthrock dams［J］. Advances in Science and Technology of Water Resources，2012，32(3)：43-47.(in Chinese)
［4］王军祥，姜谙男. 大连地铁隧道监测数据分析及参数智能反演［J］. 土木工程学报， 2011， 44(增)： 135-138.
WANG Jun-xiang，JIANG An-nan. The analysis of monitoring data and intelligent inversion of parameters of Dalian subway tunnel［J］. China Civil Engineering Journal，2011，44(Supp.)：135-138.(in Chinese)
［5］STORN R M，PRICE K V． Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces［J］． Journal of Global Optimization，1997(11) ：341-369.
［6］ PRICE K V，STORN R M，LAMPINEN J A． Differential evolution —a practical approach to global optimization［M］.［S.l.］: Natural Computing Series，1998.
［7]田明俊，周晶. 岩土工程参数反演的一种新方法［J］. 岩石力学与工程学报，2005，24(9)：1492-1496.
TIAN Ming-jun，ZHOU Jing. New algorithm for parameter inversion in geotechnical engineering ［J］. Chinese Journal of Rock Mechanics and Engineering，2005，24(9)： 1492-1496. (in Chinese)