Particle swarm optimization algorithm for the location of the critical non-circular failure surface in two-dimensional slope stability analysis

被引:137
作者
Cheng, Y. M. [1 ]
Li, Liang [1 ]
Chi, Shi-chun [1 ]
Wei, W. B. [1 ]
机构
[1] Hong Kong Polytech, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
关键词
particle swarm; global optimization; factor of safety; control variables;
D O I
10.1016/j.compgeo.2006.10.012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Locating the critical slip surface with the minimum factor of safety of a slope is a difficult N-P type optimization problem. In recent years, some modern global optimization methods have been developed with success in treating various types of problems, but very few of these methods have been applied to geotechnical problems. In this paper, use of a modified particle swarm optimization method with a termination criterion is proposed. The proposed algorithm is demonstrated to be effective and efficient in solving complicated problems with a high level of confidence. (C) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:92 / 103
页数:12
相关论文
共 20 条
[1]  
[Anonymous], 1981, Proceedings of the 10th International Conference on Soil Mechanics and Foundation Engineering. Stockholm
[2]  
Arai K., 1985, Soils and Foundations, V25, P43, DOI [DOI 10.3208/SANDF1972.25.43, 10.3208/sandf1972.25.43]
[3]   THEORETICAL-ANALYSIS OF STABILITY OF SLOPES [J].
BAKER, R ;
GARBER, M .
GEOTECHNIQUE, 1978, 28 (04) :395-411
[5]   Spatial distribution of safety factors [J].
Baker, R ;
Leshchinsky, D .
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, 2001, 127 (02) :135-145
[6]   Global search for critical failure surface in slope stability analysis [J].
Bolton, HPJ ;
Heymann, G ;
Groenwold, AA .
ENGINEERING OPTIMIZATION, 2003, 35 (01) :51-65
[7]  
Chen W.-F., 1975, LIMIT ANAL SOIL PLAS
[8]  
CHEN Z, 1983, CAN GEOTECH J, V25, P735
[9]   Location of critical failure surface and some further studies on slope stability analysis [J].
Cheng, YM .
COMPUTERS AND GEOTECHNICS, 2003, 30 (03) :255-267
[10]   Efficient Monte Carlo technique for locating critical slip surface [J].
Greco, VR .
JOURNAL OF GEOTECHNICAL ENGINEERING-ASCE, 1996, 122 (07) :517-525