Integrated Decision Making Framework for Weapon Application under Uncertain Environment

被引：0
|
作者：
Yang, Shanliang [1 ]
Zhang, Chi [1 ]
Wang, Peng [1 ]
Xue, Guo [2 ]
机构：
[1] Natl Univ Def Technol, Coll Informat Syst & Management, Changsha 410073, Hunan, Peoples R China
[2] Dept Commun Engn, Beijing 100091, Peoples R China
来源：
2014 IEEE 7TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC) | 2014年
关键词：
decision making; weapon application; fuzzy rough set theory; intuitionistic fuzzy reasoning; GMADM; differential evolution; agile simulation; FUZZY-SETS; ROUGH SETS;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The aim of this paper is to present an integrated decision making framework for weapon application under uncertain environment. Within this framework, concise decision rules are extracted initially from original decision data based on fuzzy rough set theory. A set of appropriate weapon systems are identified through intuitionistic fuzzy reasoning using extracted fuzzy rules. Next, the optimal weapon system is selected from the set of alternatives by using fuzzy multi-attribute group decision-making methods. Then, the dynamic weapon-target assignment model is investigated on the basis of differential evolution algorithm. Ultimately, agile simulation provides a means for getting feedback on weapon system decisions.
引用
收藏
页码：468 / 472
页数：5
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