Displacement Back Analysis Based on Differential Evolution Algorithm in Metro Station Engineering

Abstract:

In this paper differential evolution algorithm (DE) which is a new global optimization algorithm is introduced into the displacement back analysis, and the self-developed back analysis program based on DE is used in metro station engineering. The results show that the superiority of DE and the practicability of intelligent displacement back analysis program, more importantly, it is being applied to engineering practice to provide reference and advanced prediction for the construction process.

• Periodical: Applied Mechanics and Materials (Volumes 55-57)
• Pages: 527-532
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.55-57.527
• Online since: May 2011
• Authors: An Nan Jiang, Jun Xiang Wang
• Keywords: Differential Evolution (DE) Algorithm, Displacement Back Analysis Program, Global Optimization, Metro Station

References

[1] Yang Zhifa, Wang Sijing, Feng Ziliang , Liu Huaiheng , Xue Lin, Wang Zhiyin. Principle and application of back-analysis in geotechical engineering[M]. Beijin: Earthquake Press, 2002. 3.

[2] Liu Yongjian, Li Zisheng. Review of Intelligent Back Exercise of Displacement Back Analysis in Geotechnical Engineering[J]. Underground space, 2004, 24 (1) : 84-87.

[3] Gao Wei, Zheng Yingren. Back Analysis in Geotechnical Mechanics and Its Integrated Intelligent Study[J]. Rock and Soil Mechanics, 2001, 22 (1) : 114-120.

[4] Liu Bo, Wang Ling, Jin Yihui. Advances in Differential Evolution [J]. Control and Decision, 2007, 22 (7) : 721-729.

[5] Storn R, Price K. Differential evolution-a simple andefficient adaptive scheme for global optimization overcontinuous spaces [R]. Technical ReportTR-95-012. Berkeley: International Computer Science Institute, (1995).

[6] Rainer Storn, Ken Price. Differential evolution-a simpleand efficient heuristic for global optimization overcontinous spaces [J]. Journal of Global Optimization, 1997, 11: 341-359.