优势决策信息系统规则获取方法及应用

doi:10.3969/j.issn.1000-1093.2015.03.023

兵工学报 ›› 2015, Vol. 36 ›› Issue (3): 539-544.doi: 10.3969/j.issn.1000-1093.2015.03.023

优势决策信息系统规则获取方法及应用

索中英^1,2，程嗣怡²，袁修久¹，李彦明¹

（1．空军工程大学理学院，陕西西安 710051；2．空军工程大学航空航天工程学院，陕西西安 710038）

收稿日期:2014-04-17 修回日期:2014-04-17 上线日期:2015-05-01
通讯作者: 索中英 E-mail:suozhongying@sohu.com
作者简介:索中英（1981—），女，讲师，博士后
基金资助:
陕西省自然科学基础研究计划项目(2012JQ8019)

Rule Acquisition Method and Application of Dominance Decision-making Information System

SUO Zhong-ying^1,2， CHENG Si-yi²， YUAN Xiu-jiu¹， LI Yan-ming¹

(1.Science College, Air Force Engineering University, Xi’an 710051， Shaanxi, China；2.Aeronautics and Astronautics Engineering College, Air Force Engineering University, Xi’an 710038， Shaanxi, China)

Received:2014-04-17 Revised:2014-04-17 Online:2015-05-01
Contact: SUO Zhong-ying E-mail:suozhongying@sohu.com

摘要/Abstract

摘要： 鉴于已有优势决策信息系统规则获取方法存在不足，如得到规则较少、规则正确率不高等，定义优势决策辨识集和辨识矩阵，给出优势决策信息系统的属性约简方法；引入基于优势关系的粗糙集方法将对象进行优劣排序，并结合决策属性剔除不合理对象，将不协调优势决策信息系统转化为协调优势决策信息系统；提出协调优势决策信息系统的规则获取方法，该方法符合自然推理过程，直观性强，在充分挖掘系统蕴含信息的基础上，保证了规则的正确性；将该规则获取方法应用于雷达对抗目标威胁评估简单可行，并为解决属性含有“偏好信息”的决策问题提供了新的思路。

关键词: 系统评估与可行性分析, 粗糙集, 属性约简, 优势关系, 规则获取, 威胁评估

Abstract: Inview of the disadvantages of the existing rule acquisition method of dominance decision-making information system, such as small number rule acquirement or low rule accuracy, the decision discernibility set and discernibility matrix are defined, and an attribute reduction method of dominance decision-making information system is prsented. The rough set method based on dominance relation is applied to rank the objects, and then eliminate the unreasonable object compared with the decision attribute, and then the inconsistent dominance decision-making information system is transformed to the consistent one. The rule acquirement method of the consistent dominance decision-making information system is proposed, which conforms to the natural reasoning process and has strongly intuitionistic characteristic. The proposed method fully digs the information from the system and ensures the validity of the rules. This rule acquisition method is applied to radar target threat assessment, which is simple and feasible, and provides a new train of thought to solve the decision problem of which attribute contains “preference information”.

Key words: system assessment and feasibility analysis, rough set, attribute reduction, dominance relation, rule acquisition, threat assessment

中图分类号:

E927

索中英，程嗣怡，袁修久，李彦明. 优势决策信息系统规则获取方法及应用[J]. 兵工学报, 2015, 36(3): 539-544.

SUO Zhong-ying， CHENG Si-yi， YUAN Xiu-jiu， LI Yan-ming. Rule Acquisition Method and Application of Dominance Decision-making Information System[J]. Acta Armamentarii, 2015, 36(3): 539-544.

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优势决策信息系统规则获取方法及应用

Rule Acquisition Method and Application of Dominance Decision-making Information System

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