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针对空战机动决策中态势多样化对机动决策的影响以及控制量的细化问题,以敌我双机空战为背景,利用空战优势函数值作为空战机动决策的依据,基于滚动时域控制方法,采用变权重自适应伪并行遗传算法解决空战决策问题。重点分析了隐身优势函数以及变权重函数的建立、遗传编码方式、操作算子的确定,最后对空战决策进行了仿真。仿真结果验证了隐身优势函数的合理性,以及该理论在空战机动决策方面的有效性。
Aiming at the influence of diversified situation on maneuver decisions and the refinement of control variables in the air-mobile maneuvering decision-making, based on the dual-air combat between enemy and me, the advantage function value of air combat is used as the basis of air-mobile maneuver decision. Based on the rolling time-domain control method, Weight Adaptive Pseudo - Parallel Genetic Algorithm to Solve Air Combat Decision - Making Problems. The emphasis is put on the analysis of the stealth advantage function, the establishment of variable weight function, the genetic coding method and the operation operator. Finally, the air combat decision is simulated. The simulation results verify the rationality of stealth dominance function and the effectiveness of this theory in air-mobile maneuver decision.