Multiple Criteria Decision Making Research of Flight Control System Design

被引:1
作者
Nie, Rui [1 ]
Zhang, BaiNan [1 ]
Liu, BaoNing [2 ]
Zhang, WeiGuo [2 ]
Yuan, Jing [3 ]
机构
[1] CAST, Inst Manned Space Syst Engn, Beijing 100094, Peoples R China
[2] Northwestern Polytech Univ, Coll automat, Xian 710129, Peoples R China
[3] Beijing Inst Space Sci & Technol, Beijing, Peoples R China
来源
ADVANCED RESEARCH ON MATERIAL, ENERGY AND CONTROL ENGINEERING | 2013年 / 648卷
关键词
Flight control system; multiple criteria decision making; multiple objective decision making; multiple attribute decision making; neural network; mean impact value index;
D O I
10.4028/www.scientific.net/AMR.648.334
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is complex and difficult to tune the parameters of the flight controller. To solve such problem, a multiple objective decision making (MODM) method by using the reference model which is built based on the C* criteria, is proposed. In order to resolve defects of the multiple attribute decision making (MADM) that the arbitrary of the subjective attribute weights and ignoring the objective message of the objective attribute weights, a subjective attribute weights based on the BP neural network by using the MIV (mean impact value) index is proposed. Finally, a combining method based on the TOPSIS is used to give the final attribute weights. The simulation results show that the method could obtain a set of trade-off solutions which satisfy the requirements of the MODM and could tune the controller effectively.
引用
收藏
页码:334 / +
页数:2
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