期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
一种基于AP的三支聚类改进算法 被引量:1
1
作者 孙暖 曹小平 刘军 《四川职业技术学院学报》 2020年第6期150-155,共6页
AP聚类是近年来提出的一种基于代表点的聚类算法,其在绝大多数数据集上都可以得到比传统聚类算法更优的聚类结果,并且在聚类过程中,无需人为设定初始代表点集合、簇的数量等。但是AP算法有以下缺点,①标准AP聚类只能处理静态数据,无法... AP聚类是近年来提出的一种基于代表点的聚类算法,其在绝大多数数据集上都可以得到比传统聚类算法更优的聚类结果,并且在聚类过程中,无需人为设定初始代表点集合、簇的数量等。但是AP算法有以下缺点,①标准AP聚类只能处理静态数据,无法处理动态数据;②标准AP聚类只能发现球形簇,面对流形数据集却无能为力;③标准AP聚类算法复杂度相对较高,不适用于大规模数据聚类问题。为了解决这些问题,提出基于无向图的相似度矩阵,该矩阵可以处理环形数据,同时也提出一种基于紧致度融合的算法,在原始聚类结果的基础上,对结果进行合并处理。实验结果表明改进后的算法不仅适用于环形数据集,而且聚类精确度比原始AP高。 展开更多
关键词 AP聚类 紧致度 类融合 流形数据集
下载PDF
Free-surface air entrainment in open-channel flows
2
作者 WEI WangRu XU WeiLin +2 位作者 DENG Jun TIAN Zhong ZHANG FaXing 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2017年第6期893-901,共9页
In hydraulic engineering,free-surface aeration is a natural phenomenon occurring in smooth channel flows.In self-aerated flows,a key aspect that has not yet been well understood is the formation mechanism of free-surf... In hydraulic engineering,free-surface aeration is a natural phenomenon occurring in smooth channel flows.In self-aerated flows,a key aspect that has not yet been well understood is the formation mechanism of free-surface air entrainment.In this research,the process of free-surface entrapped deformation is analyzed theoretically and the critical radius of curvature for air entrainment is obtained,affected by flow mean velocity and depth.When the severity of local free-surface deformation exceeds the critical condition,the entrapped free surface encounters closure in the unstable deformation movement process,resulting in air entrainment.This inference agrees well with observed experimental results that are obtained from the processes of surface entrapped deformation and air entrainment captured by a high-speed camera-based data acquisition system.This agreement indicates that self-aeration occurs in low-velocity open-channel flows.It is also confirmed that free-surface turbulent deformation provides a mechanism for air entrainment. 展开更多
关键词 hydraulic engineering self-aeration turbulence free surface open-channel flows
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部