基于组合赋权的无人机集群作战效能评估

Evaluation of Unmanned Aerial Vehicle Swarm Combat Effectiveness Based on Combination Weighting

为评价无人机集群系统性能优劣,选用适当评估方法对其进行效能评估显得十分必要。针对评估过程中确定指标权重时运用传统层次分析法易受主观因素影响的问题,论文提出基于组合赋权的方法,引入熵权将由定性评价得到的指标权重值加以修正,减少主观因素带来的不利影响,最后利用仿真平台进行验证,结果表明方法的可行性。研究成果可为研究无人机集群作战效能评估问题提供一定思路和方法。

It is necessary to select appropriate evaluation methods to evaluate the performance of unmanned aerial vehicle swarm cluster systems.In response to the issue of using traditional analytic hierarchy process(AHP)to determine indicator weights during the evaluation process,which is susceptible to subjective factors,this paper proposes a method based on combination weighting.Entropy weight is introduced to modify the indicator weight values obtained from qualitative evaluation,reducing the adverse effects caused by subjective factors.Finally,a simulation platform is used to verify the feasibility of the method.The research results can provide certain ideas and methods for studying the effectiveness evaluation of unmanned aerial vehicle swarm cluster operations.