On Cluster Validity Function FP( u ,c)

YU Jian; CHENG Qian-sheng

您当前的位置：

首页 >

文章列表页 >

On Cluster Validity Function FP( u ,c)

更新时间：2025-07-16

- On Cluster Validity Function FP( u ,c)
- Acta Electronica Sinica Vol. 29, Issue 7, Pages: 899-901(2001)
- 作者机构：
  
  北京大学数学科学学院,北京,100871
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP391.41
- Published：2001
- 稿件说明：
移动端阅览
YU Jian, CHENG Qian-sheng. On Cluster Validity Function FP( u ,c)[J]. Acta Electronica Sinica, 2001, 29(7): 899-901.
DOI：

YU Jian, CHENG Qian-sheng. On Cluster Validity Function FP( u ,c)[J]. Acta Electronica Sinica, 2001, 29(7): 899-901. DOI：

摘要

本文对已有的划分系数

P(u

c)作了进一步研究

指出P(u

c)可以作为聚类有效性函数使用

其性能与划分系数V

c)相仿.据此对原有的聚类有效性函数FP(u

c)作了一定的理论分析

并就本文使用的数据进行了计算机模拟.理论分析与计算机模拟得出了同样结论:FP(u

作为FCM算法的聚类有效性函数是不合适的.

Abstract

Based on the property of

( u

)

we can conclude that the performance of

P( u

) and

( u

) as cluster validity function is alike.At the same time

( u

is not suitable for cluster validity function according to theoretical analysis and experiments.

关键词

Keywords

references

Views

1059

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Cluster Validity Based On Possibiliatic Distribution

Dynamic Multi-Histogram Equalization Based on Fast Fuzzy Clustering

An Extended Mumford-Shah Model Integrated with Fuzzy Clustering

Adaptive Feature Extraction Fuzzy Clustering Algorithm Based on Fuzzy Maximum Scatter Difference Discriminant Criterion

Related Author

谢维信

裴继红

范九伦

LIU Guo-ming

ZHU Zhu

HUANG Zhong

ZHENG Jiang-yun

JIANG Ju-lang

Related Institution

Dept.of Electronic Engineering,Xidian University

College of Electronic Engineering and Intelligent Manufacturing, Anqing Normal University

The National Key Laboratory of Novel Software TechnologiesNanjingJiangsu 210016China

School of InformationJiangnan UniversityWuxiJiangsu 214122China

The National Key Laboratory of Novel Software Technologies

⁰