TY - JOUR
T1 - Entropy based inverse design of aircraft mission success space in system-of-systems confrontation
AU - GAO, Yuan
AU - TIAN, Yongliang
AU - LIU, Hu
AU - HU, Jianwen
N1 - Publisher Copyright:
© 2021 The Authors
PY - 2021/12
Y1 - 2021/12
N2 - This paper presents a practical and efficient design method for aircraft Mission Success Space (MSS) based on the entropy measurement (EM). First, fundamentals regarding MSS, Inverse Design (ID) and entropy are discussed. Then, two EM schemes of entropy-based ID and the whole MSS ID procedure are given to demonstrate alternative ways of entropy quantification and MSS design. After that, Genetic Algorithm (GA) is utilized as a search algorithm to find the optimal MSS design with the minimum objective, entropy, in each EM scheme. A simulation case of aircraft penetration mission is given for the method validation where the best aircraft MSS design is obtained by GA according to the minimum entropy. Results from two schemes are compared at the end.
AB - This paper presents a practical and efficient design method for aircraft Mission Success Space (MSS) based on the entropy measurement (EM). First, fundamentals regarding MSS, Inverse Design (ID) and entropy are discussed. Then, two EM schemes of entropy-based ID and the whole MSS ID procedure are given to demonstrate alternative ways of entropy quantification and MSS design. After that, Genetic Algorithm (GA) is utilized as a search algorithm to find the optimal MSS design with the minimum objective, entropy, in each EM scheme. A simulation case of aircraft penetration mission is given for the method validation where the best aircraft MSS design is obtained by GA according to the minimum entropy. Results from two schemes are compared at the end.
KW - Effectiveness evaluation
KW - Entropy
KW - Inverse design
KW - Military missions
KW - Mission success space
KW - System of systems (SoS)
UR - https://www.scopus.com/pages/publications/85106629360
U2 - 10.1016/j.cja.2021.04.003
DO - 10.1016/j.cja.2021.04.003
M3 - 文章
AN - SCOPUS:85106629360
SN - 1000-9361
VL - 34
SP - 99
EP - 109
JO - Chinese Journal of Aeronautics
JF - Chinese Journal of Aeronautics
IS - 12
ER -