Title :
Integrated decision making framework for weapon application under uncertain environment
Author :
Shanliang Yang ; Chi Zhang ; Peng Wang ; Guo Xue
Author_Institution :
Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
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.
Keywords :
decision making; fuzzy reasoning; fuzzy set theory; military computing; rough set theory; weapons; differential evolution algorithm; dynamic weapon-target assignment model; extracted fuzzy rules; fuzzy multi-attribute group decision-making method; fuzzy rough set theory; integrated decision making framework; intuitionistic fuzzy reasoning; optimal weapon system; uncertain environment; Analytical models; Decision making; Expert systems; Fuzzy reasoning; Optimization; Set theory; Weapons; GMADM; agile simulation; decision making; differential evolution; fuzzy rough set theory; intuitionistic fuzzy reasoning; weapon application;
Conference_Titel :
Information Technology and Artificial Intelligence Conference (ITAIC), 2014 IEEE 7th Joint International
Print_ISBN :
978-1-4799-4420-0
DOI :
10.1109/ITAIC.2014.7065094