The invention relates to a dynamic aviation flow regulation and control method, belongs to the technical field of aviation flow management, solves the problems that global airspace information cannot be utilized, airspace resources are difficult to fully utilize and obtained decisions are not comprehensive in the prior art, and comprises the following steps: S1, obtaining initial data, and building a simulation environment according to the obtained initial data; s2, determining a state set and a function set according to the initial data to generate a multi-tree individual; s3, setting a selection operator, a crossover operator and a mutation operator of multiple tree individuals in genetic programming; s4, a multi-tree individual initialization method is set, and multi-tree individuals with the set population number are obtained; step S5, calculating fitness values of the multi-tree individuals based on a simulation environment; s6, performing evolution learning based on the obtained multi-tree individuals, and outputting the trained optimal multi-tree individuals and optimal rules; and S7, carrying out analog simulation on the obtained optimal multi-tree individual and the optimal rule, and obtaining and outputting a scheduling scheme.
本发明涉及一种动态航空流量调控方法,属于航空流量管理技术领域,解决了现有技术中无法利用全局的空域信息,难以充分利用空域资源,得到决策不够全面的问题,包括:步骤S1,获得初始数据并根据获得的初始数据搭建仿真环境;步骤S2,根据初始数据确定状态集与函数集,用于生成多树个体;步骤S3,设置遗传编程中多树个体的选择算子、交叉算子与变异算子;步骤S4,设置多树个体初始化方法,得到设定种群数量的多树个体;步骤S5,基于仿真环境计算多树个体的适应度值;步骤S6,基于所得到的多树个体进行演化学习,并输出训练后的最佳多树个体和最优规则;步骤S7,对得到的最佳多树个体和最优规则进行模拟仿真,得到并输出调度方案。
Dynamic aviation flow regulation and control method
一种动态航空流量调控方法
2025-03-18
Patent
Electronic Resource
Chinese
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