典型文献
Threat sequencing of multiple UCAVs with incomplete information based on game theory
文献摘要:
The threat sequencing of multiple unmanned combat air vehicles (UCAVs) is a multi-attribute decision-making (MADM) problem. In the threat sequencing process of multiple UCAVs, due to the strong confrontation and high dynamics of the air combat environment, the weight coefficients of the threat indica-tors are usually time-varying. Moreover, the air combat data is difficult to be obtained accurately. In this study, a threat se-quencing method of multiple UCAVs is proposed based on game theory by considering the incomplete information. Firstly, a zero-sum game model of decision maker (D) and nature (N) with fuzzy payoffs is established to obtain the uncertain parame-ters which are the weight coefficient parameters of the threat indicators and the interval parameters of the threat matrix. Then, the established zero-sum game with fuzzy payoffs is trans-formed into a zero-sum game with crisp payoffs (matrix game) to solve. Moreover, a decision rule is addressed for the threat sequencing problem of multiple UCAVs based on the obtained uncertain parameters. Finally, numerical simulation results are presented to show the effectiveness of the proposed approach.
文献关键词:
中图分类号:
作者姓名:
LI Shouyi;CHEN Mou;WU Qingxian;WANG Yuhui
作者机构:
College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 211100,China
文献出处:
引用格式:
[1]LI Shouyi;CHEN Mou;WU Qingxian;WANG Yuhui-.Threat sequencing of multiple UCAVs with incomplete information based on game theory)[J].系统工程与电子技术(英文版),2022(04):986-996
A类:
MADM
B类:
Threat,sequencing,multiple,UCAVs,incomplete,information,game,theory,threat,unmanned,combat,air,vehicles,attribute,decision,making,problem,In,process,due,strong,confrontation,high,dynamics,environment,weight,coefficients,are,usually,varying,Moreover,data,difficult,be,obtained,accurately,this,study,method,proposed,by,considering,Firstly,zero,sum,model,maker,nature,fuzzy,payoffs,established,uncertain,which,parameters,indicators,interval,matrix,Then,trans,formed,into,crisp,solve,rule,addressed,Finally,numerical,simulation,results,presented,show,effectiveness,approach
AB值:
0.430233
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