CONSTRUCTION METHOD OF INFORMATION SECURITY DETECTION BASED ON CLUSTERING ALGORITHM

被引：0
|
作者：
Chen, Shaobo [1 ]
机构：
[1] Shaanxi Univ Technol, Sch Math & Comp Sci, Hanzhong 723000, Peoples R China
来源：
SCALABLE COMPUTING-PRACTICE AND EXPERIENCE | 2024年 / 25卷 / 06期
关键词：
Clustering; Information security; Safety evaluation; PSO algorithm; K; -prototypes; NETWORK; TIME;
D O I：
10.12694/scpe.v25i6.3247
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
A method for K-prototype clustering, which can process mixed data types, is proposed first. An algorithm for information security evaluation of hybrid clusters based on K-prototypes was constructed. This method makes full use of the excellent global optimization performance of PSO and effectively solves the defect that the K-protection function quickly falls into local optimization. Simulation results show that the proposed method can effectively prevent local extreme values and improve overall performance.
引用
收藏
页码：5295 / 5301
页数：7
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