Title :
An improved differential evolution algorithm for the slope stability analysis
Author :
Song, Chuan-wang ; Chu, Xue-song ; Li, Liang ; Wang, Jing
Author_Institution :
Sch. of Civil Eng., Qingdao Technol. Univ., Qingdao, China
Abstract :
It is an important and challenging aspect of geotechnical engineering to evaluate the stability of slopes in soil. To determine the dangerous slip surface having the minimum factor of safety is mandatory in using the limit equilibrium method for the stability analysis. The original differential evolution algorithm is tested to locate the dangerous slip surface. The improvement of the mutation coefficient on the original differential evolution algorithm aims to enhance the search efficiency. One slope reported in the Zolfaghari´s literatures is employed to demonstrate the validity of the improvement. The dangerous slip surface obtained by this paper is compared with that provided by Zolfaghari. It has been demonstrated that the slip surface obtained this paper approaches more close to the soft layer than that of Zolfaghari.
Keywords :
evolutionary computation; geotechnical engineering; mechanical stability; soil; differential evolution algorithm; geotechnical engineering; limit equilibrium method; mutation coefficient; slip surface; slope stability analysis; soil; Algorithm design and analysis; Genetic algorithms; Monte Carlo methods; Numerical stability; Safety; Soil; Stability analysis; Differential evolution; Evolutionary algorithm; Slope stability;
Conference_Titel :
Electric Technology and Civil Engineering (ICETCE), 2011 International Conference on
Conference_Location :
Lushan
Print_ISBN :
978-1-4577-0289-1
DOI :
10.1109/ICETCE.2011.5774334