基于模糊聚类的舰载机超视距空战火力分配模型

Aircraft Beyond Visual Range Air Combat Fire Distribution Model Based on Fuzzy Clustering

针对舰载机超视距协同交战中对多个敌机目标火力分配优化问题,在建立舰载机超视距协同优势空战态势的基础上,提出了一种协同交战火力分配模型及算法。该模型基于舰载机超视距攻击作战规则,通过模糊综合评判专家系统,分析、计算目标威胁度量和效能度量,将打击目标的随机性和不确定性与聚类算法的反馈相结合,实现快速有效的搜索和寻优求解。仿真表明,该火力分配模型在保证协同交战空战优势的前提下进行实时优化计算,通过滚动实施来响应空战态势的变化,能有效解决舰载机协同交战火力规划难题。

For aircraft over-the-horizon in collaborative fighting fire distribution to multiple enemy target optimization problem,it establishes the over-the-horizon synergy aircraft combat situation,on the basis of proposed a cooperative engagement firepower allocation model and algorithm.The model is based on rules of over-the-horizon attack combat aircraft as air combat,through fuzzy comprehensive evaluation expert system analysis and calculation of target threat metrics and performance metrics,and will target the randomness and uncertainty of combined with the feedback from the clustering algorithm,realize a quick and efficient search and optimization solution.Simulation results show that the firepower allocation model in cooperative air combat advantage under the premise of fighting in real time optimization,through rolling implementation in response to a combat situation changes,it can effectively solve the aircraft fire fighting planning problem together.