Global optimization analysis of slope stability by simulated annealing with dynamic bounds and Dirac function

被引:24
作者
Cheng, Y. M. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Peoples R China
关键词
minimum factor of safety; simulated annealing; control variables; dynamic domains;
D O I
10.1080/03052150600916294
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In slope stability analysis, the search for the minimum factor of safety is a difficult NP-hard global minimization problem as the objective function is non-smooth and non-convex and there are multiple local minima. The use of a simulated annealing method where the control variables are controlled within dynamic domains instead of the conventional static domains is proposed. A simple transformation technique for slopes with a soft band domain (equivalent to a Dirac function) is also proposed. With these improvements, the minimum factor of safety for complicated problems can be determined with high accuracy and reasonable computer time. The proposed algorithm is demonstrated to be efficient and effective for various difficult problems.
引用
收藏
页码:17 / 32
页数:16
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