Air Combat Effectiveness Evaluation for Fighter Based on Relevance Vector Machine

To effectively improve the ability of effectiveness evaluation of fighter air combat, a Relevance Vector Machine (RVM) effectiveness evaluation method is proposed. In the method, firstly, on the basis of the system analysis, the index system of effectiveness evaluation of fighter air combat is introduced, then the advantages of RVM in nonlinear system modeling are applied to establish the effectiveness evaluation model of fighter air combat and complete the effectiveness evaluation. The actual example shows that, the root mean square error obtained by proposed method can achieve 0.0104 for effectiveness evaluation of fighter air combat. It has a scientific and reasonable process and an accurate evaluation result. This verifies its feasible and effective in effectiveness evaluation of fighter air combat.