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基于蚁群K均值聚类算法的边坡稳定性分析 被引量:5
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作者 刘星 毕奇龙 郑付刚 《水电能源科学》 北大核心 2010年第8期108-109,169,共3页
针对岩石边坡稳定分析中常规聚类算法存在收敛速度慢、易陷入局部最优的局限性,基于蚁群信息素的K均值聚类法,提出一种解决边坡稳定性的新方法,分析了三峡库区36个边坡数据资料,并结合工程类比综合判断了边坡的稳定状态。结果表明,该法... 针对岩石边坡稳定分析中常规聚类算法存在收敛速度慢、易陷入局部最优的局限性,基于蚁群信息素的K均值聚类法,提出一种解决边坡稳定性的新方法,分析了三峡库区36个边坡数据资料,并结合工程类比综合判断了边坡的稳定状态。结果表明,该法的聚类效果优于常规聚类法,计算效率高,为边坡稳定性分级的聚类分析评价提供了新途径。 展开更多
关键词 蚁群 均值聚类算法 边坡稳定性分析 Clustering Algorithm K-means Ant Based Slope Stability 边坡稳定性分级 聚类法 边坡稳定分析 综合判断 稳定状态 数据资料 收敛速度 三峡库区 局部最优 计算效率 工程类比 分析评价
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A new double reduction method for slope stability analysis 被引量:15
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作者 白冰 袁维 李小春 《Journal of Central South University》 SCIE EI CAS 2014年第3期1158-1164,共7页
The core of strength reduction method(SRM) involves finding a critical strength curve that happens to make the slope globally fail and a definition of factor of safety(FOS). A new double reduction method, including a ... The core of strength reduction method(SRM) involves finding a critical strength curve that happens to make the slope globally fail and a definition of factor of safety(FOS). A new double reduction method, including a detailed calculation procedure and a definition of FOS for slope stability was developed based on the understanding of SRM. When constructing the new definition of FOS, efforts were made to make sure that it has concise physical meanings and fully reflects the shear strength of the slope. Two examples, slopes A and B with the slope angles of 63° and 34° respectively, were given to verify the method presented. It is found that, for these two slopes, the FOSs from original strength reduction method are respectively 1.5% and 38% higher than those from double reduction method. It is also found that the double reduction method predicts a deeper potential slide line and a larger slide mass. These results show that on one hand, the double reduction method is comparative to the traditional methods and is reasonable, and on the other hand, the original strength reduction method may overestimate the safety of a slope. The method presented is advised to be considered as an additional option in the practical slope stability evaluations although more useful experience is required. 展开更多
关键词 slope stability strength reduction method double strength reduction method factor of safety limit equilibrium method
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