基于非线性SEM的武器装备体系作战能力

Research on judging method of combat capability relationship of weapon sos based on nonlinear SEM

武器装备体系内部组成繁多,结构关系复杂,通过有效地判定能力间关联关系权重,可以简化和优化体系作战能力评估模型,降低模型复杂度,从而有效地降低后续仿真评估的计算复杂度。为了解决这一问题,将非线性思想引入到结构方程模型(SEM)理论,考虑能力主体之间的协同作用和二次效应因素,提出了基于非线性SEM的作战能力关联关系求解方法。最后,以战术信息分发能力为例,通过对比线性与非线性SEM能力评估结果,验证了该方法的有效性。

There are many components and complex structure relationships in weapon system.The ability model can be reduced and optimized by effectively judging the weight of the relationship,and the computational complexity of the subsequent simulation evaluation can be effectively reduced by reducing the complexity of the model.In order to solve this problem,nonlinear thinking is introduced into the theory of structural equation modeling(SEM).Considering the factors of synergy and secondary effects between capability subjects,a method for solving the relationship between combat capabilities based on nonlinear SEM is proposed.Finally,taking the tactical information distribution capability as an example,the effectiveness of the method is verified by comparing the evaluation results of linear and nonlinear SEM.