文献类型：期刊文献

英文题名：RAPID SELECTING UAVs FOR COMBAT BASED ON THREE-WAY MULTIPLE ATTRIBUTE DECISION

作者：Yan, Yuehao[1,3];Lv, Zhiying[2,4];Huang, Ping[2];Yuan, Jinbiao[3];Long, Hao[5,6]

第一作者：Yan, Yuehao

通讯作者：Lv, ZY[1];Lv, ZY[2]

机构：[1]Chengdu Technol Univ, Sch Automobile & Transportat, Chengdu, Peoples R China;[2]Chengdu Univ Informat Technol, Sch Management, Chengdu, Peoples R China;[3]Northwestern Polytech Univ, Sch Aeronaut, Xian, Peoples R China;[4]Univ Regina, Dept Comp Sci, Regina, SK, Canada;[5]Beijing Union Univ, Beijing Key Lab Informat Serv Engn, Beijing, Peoples R China;[6]Beijing Union Univ, Coll Robot, Beijing, Peoples R China

第一机构：Chengdu Technol Univ, Sch Automobile & Transportat, Chengdu, Peoples R China

通讯机构：[1]corresponding author), Chengdu Univ Informat Technol, Sch Management, Chengdu, Peoples R China;[2]corresponding author), Univ Regina, Dept Comp Sci, Regina, SK, Canada.

年份：2021

卷号：36

期号：10

外文期刊名：INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION

收录：;EI(收录号：20214110990008);Scopus(收录号：2-s2.0-85116466560);WOS:【SCI-EXPANDED(收录号:WOS:000719382100001)】；

基金：This study is co-funded by the National Natural Science Foundation of China (No. 61673285), Innovation Team Project of Sichuan Department of Education (17TD0001), Sichuan Department of Science and Technology (2018JZ0066), Key Research Project of Sichuan Department of Science and Technology (20ZDYF0810), Key Soft Science Project of Sichuan Department of Science and Technology (20RKX0385), Research subject of Key Industry Technology Roadmap of Chengdu (2016YJ01-00009-JH), Sichuan Social Science High-level Team (2015Z177), Applied Basic Research Programs of Science and Technology Commission Foundation of Sichuan Province (2020YJ0428) and Premium Funding Project for Academic Human Resources Development in Beijing Union University (BPHR2020CZ03).

语种：英文

外文关键词：UAV; combat effectiveness; three-way decision; MADM; superiority index; IVIFs

摘要：Unmanned aerial vehicles (UAVs) can carry out more and more dangerous missions and strike deep in the skies over hostile military sites. Thus, selecting appropriate UAVs to attend combat through rapid assessment is a hot topic in current research. In consideration of formulating practical evaluation as a three-way multiple attribute decision making (MADM) problem, a comprehensive assessment method based on interval-valued intuitionistic fuzzy set (IVIFs) is introduced under the context of determining the precision combat mission. First, the critical attributes of the UAV combat effectiveness are determined according to battlefield intelligence. Second, the attribute weights are computed by exploring the feature information of attribute orders given by experts. Third, the conditional probability a UAV may be selected to fight is calculated in accordance with an improved IVIFs score function. Then the UAVs' classification results of three-way decisions are obtained by setting the risk avoidance coefficients. Finally, the validity of the given method is proved throughout the decision-making process of selecting UAVs in a combat mission.