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基于Nanson群决策算法的多机协同空战机动决策

Multi-aircraft cooperative air combat maneuvering decisionsbased on Nanson group decision algorithm
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摘要 建立了多机协同空战条件下的三自由度战机模型,构建了包含27种基本机动动作决策集。根据航炮和格斗导弹的有效距离建立了不同的空战态势评估模型,提出并设计了一种基于群决策算法的Nanson选择函数,有效优化了决策流程。在初始态势恶劣情况下,以2对2、3对3等典型空战条件为仿真背景,将Nanson群决策算法与Copeland、Dodgson群决策算法进行对抗空战仿真。仿真结果表明,基于Nanson群决策算法的协同机动决策算法取得明显对抗优势,验证了本文设计算法的有效性和优越性,为将群决策算法用于求解多机协同空战决策提供了新的思路。 In this paper,a 3-dof fighter model is established to solve the maneuver decision problem under the condition of multi-aircraft cooperative air combats,and 27 basic maneuver decision sets are constructed.Different air combat situation assessment models are established according to the effective distance of air guns and combat missiles,and a Nanson selection function based on group decision algorithm is proposed and designed,which effectively optimizes the decision flow.And under a disadvantageous initial situation,typical air combat conditions such as 2 versus 2 and 3 versus 3 are taken as the simulation background.The simulation results show that the cooperative maneuvering decision algorithm based on Nanson group decision algorithm can effectively obtain obvious countermeasures advantages.The effectiveness and superiority of the proposed algorithm are verified,which provides a new idea for using group decision making algorithm to solve multi-aircraft cooperative air combat decisions.
作者 周思羽 石瑜 杨文奇 王子健 高丽 高艳丽 ZHOU Siyu;SHI Yu;YANG Wenqi;WANG Zijian;GAO Li;GAO Yanli(Qingdao Campus of Naval Aeronautical University,Qingdao 266041,China)
出处 《兵器装备工程学报》 CAS CSCD 北大核心 2022年第S02期191-198,共8页 Journal of Ordnance Equipment Engineering
基金 自动攻击导引验证项目(42511131N)。
关键词 协同空战 机动决策 群决策 Nanson算法 coordinated air combat maneuvering decision group decision-making Nanson algorithm
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