控制与决策
控製與決策
공제여결책
CONTROL AND DECISION
2013年
1期
1-12
,共12页
多准则决策分析%粗集%二元关系%决策规则
多準則決策分析%粗集%二元關繫%決策規則
다준칙결책분석%조집%이원관계%결책규칙
multi-criteria decision analysis%rough sets%binary relations%decision rules
多准则决策分析(MCDA)用于解决分类、分级、选择、排序和描述问题,随着现实世界正变得由数据所驱动,传统的 MCDA 方法面临着更多的挑战.粗集方法是 MCDA 的有用工具,在多准则决策问题的分类框架下,从二元关系的角度对粗集方法的研究现状进行了评述,包括二元关系的建立、定义粗糙近似、导出决策规则和规则应用,并通过文献研究得出了基于粗集的 MCDA 方法的发展动态.
多準則決策分析(MCDA)用于解決分類、分級、選擇、排序和描述問題,隨著現實世界正變得由數據所驅動,傳統的 MCDA 方法麵臨著更多的挑戰.粗集方法是 MCDA 的有用工具,在多準則決策問題的分類框架下,從二元關繫的角度對粗集方法的研究現狀進行瞭評述,包括二元關繫的建立、定義粗糙近似、導齣決策規則和規則應用,併通過文獻研究得齣瞭基于粗集的 MCDA 方法的髮展動態.
다준칙결책분석(MCDA)용우해결분류、분급、선택、배서화묘술문제,수착현실세계정변득유수거소구동,전통적 MCDA 방법면림착경다적도전.조집방법시 MCDA 적유용공구,재다준칙결책문제적분류광가하,종이원관계적각도대조집방법적연구현상진행료평술,포괄이원관계적건립、정의조조근사、도출결책규칙화규칙응용,병통과문헌연구득출료기우조집적 MCDA 방법적발전동태.
The objective of multi-criteria decision analysis (MCDA) is to solve one of the following typologies of problems:Classification, sorting, choice, ranking and description. As the world is becoming data-driven, the challenges of traditional MCDA methodologies are rapidly increasing. The rough set approach is a useful tool for MCDA. The objective is to review the rough-set-based research conducted on the framework of the MCDA from the perspective of binary relations, including the construction of binary relations, the definition of rough approximations, the inference of decision rules and the application of the rules. The development trends of MCDA methods based on rough sets are commented through the literature research.
