TY - GEN
T1 - Multiple criteria decision making research of flight control system design
AU - Nie, Rui
AU - Zhang, Bai Nan
AU - Liu, Bao Ning
AU - Zhang, Wei Guo
AU - Yuan, Jing
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Flight control system
KW - Mean impact value index
KW - Multiple attribute decision making
KW - Multiple criteria decision making
KW - Multiple objective decision making
KW - Neural network
UR - http://www.scopus.com/inward/record.url?scp=84873910541&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMR.648.334
DO - 10.4028/www.scientific.net/AMR.648.334
M3 - 会议稿件
AN - SCOPUS:84873910541
SN - 9783037856147
T3 - Advanced Materials Research
SP - 334
EP - 343
BT - Advanced Research on Material, Energy and Control Engineering
T2 - 3rd International conference on Engineering Materials, Energy, Management and Control, MEMC 2013
Y2 - 19 January 2013 through 20 January 2013
ER -