| 注册
首页|期刊导航|郑州大学学报(理学版)|面向特定决策类的结构化序贯三支约简

面向特定决策类的结构化序贯三支约简

牟琼 杨秀花 陈宇亮 丁艳椒 程云龙

郑州大学学报(理学版)2026,Vol.58Issue(4):61-69,9.
郑州大学学报(理学版)2026,Vol.58Issue(4):61-69,9.DOI:10.13705/j.issn.1671-6841.2024184

面向特定决策类的结构化序贯三支约简

Structured Sequential Three-way Reduction for Specific Decision Classes

牟琼 1杨秀花 1陈宇亮 2丁艳椒 1程云龙3

作者信息

  • 1. 重庆邮电大学 理学院 重庆 400065
  • 2. 重庆理工大学 电气与电子工程学院 重庆 400054
  • 3. 重庆邮电大学 理学院 重庆 400065||计算智能重庆市重点实验室 重庆 400065
  • 折叠

摘要

Abstract

Sequential three-way decision(S3WD)is an efficient paradigm for dealing with uncertainty problems.However,the S3WD model loses granular structure information,which might increase the dif-ficulty of semantic interpretation,and the existing S3WD model focuses on all decision classes rather than specific decision classes.To address these issues,a general framework of structured sequential three-way decision for specific decision classes was proposed.Firstly,structured rough sets were introduced into the S3WD model,and a new trisecting strategy,namely,two-stage trisecting,was proposed.Based on this,a structured sequential three-way decision model for specific decision classes was established.Secondly,an efficient algorithm for calculating core attributes was designed,and based on this,a sequential three-way reduction algorithm for specific decision classes was proposed.Finally,the experimental results dem-onstrated that the proposed algorithm could improve the computational efficiency.

关键词

结构化粗糙集/序贯三支决策/特定决策类/属性约简

Key words

structured rough sets/sequential three-way decision/specific decision classes/attribute reduction

分类

信息技术与安全科学

引用本文复制引用

牟琼,杨秀花,陈宇亮,丁艳椒,程云龙..面向特定决策类的结构化序贯三支约简[J].郑州大学学报(理学版),2026,58(4):61-69,9.

基金项目

国家自然科学基金项目(62276038,62221005) (62276038,62221005)

重庆市自然科学基金创新发展联合基金项目(CSTB2023NSCQ-LZX0164) (CSTB2023NSCQ-LZX0164)

重庆市教委科学技术研究项目(KJZD-K202300613,KJQN202100603) (KJZD-K202300613,KJQN202100603)

郑州大学学报(理学版)

1671-6841

访问量0
|
下载量0
段落导航相关论文