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
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)