Study on Aircraft Combat Effectiveness Assessment based on Integrated Neural Networks
Hui Xiao-bin · Fire Control and Command Control · 2007
According to the index system of aircraft combat effectiveness assessment and the principles of integrated neural networks,a model of aircraft combat effectiveness assessment based on integrated neural networks is presented in this paper.The model includes three modules: air-to-air combat effectiveness assessment module,air-to-surface combat effectiveness assessment module and decision fusion,which are structured by neural networks.When the training precision reaches the requirement,the single or total combat effectiveness will be achieved via the parameters of aircraft capability.Taking Mig-29,F-15E and Su-20 for examples,the results shows that the model can limit the artificial factors and overcome the shortage of a single neural network effectively,making the solution more objective and creditable.