Research Article

Moving Time UCAV Maneuver Decision Based on the Dynamic Relational Weight Algorithm and Trajectory Prediction

Table 4

The initial settings of different decision-making methods.

Decision methodInitial setup

Robust decision45 basic mobile units, weight setting .
DNN decisionLearning rate is 0.001, 12 network layers, 6 dense layers, 6 dropout layers, and loss function is mean square error.
Bayesian decisionAdvantage ,
Disadvantage ,
Mutual .
Mutual disadvantage .
Dynamic weightOriginal weight .