ID 原文 译文
58708 其中,传感器模块用于向控制模块实时输入飞行器敏感的飞行数据,该数据分为可供飞行器控制直接使用的具有历史相关性的多维结构化浮点数据以及某特定传感器独有的物理表征量; The sensor module is used to input the sensitive flight data of the aircraft to the control module in real time. This data is divided into multidimensional structured floating point data with historical relevance that can be directly used for aircraft control and the unique physical representation quantity of a particular sensor.
58709 控制模块使用实时并行化决策机制,分为输入层、特征抽取层和全连接层; The control module is divided into an input layer, a feature extraction layer and a full connection layer.
58710 执行模块用于接收控制模块实时输出的驱动数据,包括用于决策的状态最优值和用于评价的动作输出值。 The execution module is used to receive the driving data from the control module in real time, which includes the optimal state value for decision-making and the action output value for evaluation.
58711 系统根据用于决策的回报最优值决定使用哪些具体的执行模块,而某个被选定的具体执行模块的输出值取决于用于评价的动作输出值。 The system decides which specific execution modules to use based on the optimal return value for decision making, with the output value of a selected specific execution module depending on the output value of the action used for evaluation.
58712 该系统使飞行器在多模式输入输出状态下具备15ms快响应,5. 23GOPs/sec/W(性能功耗比单位)性能功耗比的能力。 The system enables the aircraft to complete a long-term orbit operation in the multi-mode input and output state with 15ms fast response and 5. 23GOP/s/W Performance per Watt.
58713 针对引力搜索算法初始值的随机性对算法性能以及收敛速度带来的不利影响,提出了一种改进算法——伪反向学习引力搜索算法。 In view of the adverse effect of the random initial value on the performance and convergence speed of the gravitation search algorithm, a quasi-oppositional gravity search algorithm (QOGSA) is proposed.
58714 首先将伪反向学习机制用于算法中,并且把算法的迭代次数分为多个学习周期,根据过往学习周期中反向学习的成功率来调整反向概率, 设计了一种可调反向概率,用以优化反向机制在算法演化过程中的作用时机,提高了算法的收敛速度; The quasi-oppositional based learning OBL is embedded into the GSA algorithm, the number of iteration is divided into multiple learning cycle, the oppositional probability is adjusted according to the success rate of the past learning cycle, and an adjustable oppositional probability is designed to optimize the timing of the mechanism in the evolution, which improves the speed of the algorithm to search for the optimal solution greatly.
58715 其次为改善反向学习操作频繁对种群多样性带来的削弱,定义了“精英粒子”,用其替换掉种群中适应度值较差的个体,提高了算法的优化精度。 On this basis, in order to improve the population diversity, elite particles are retained to the next generation population.
58716 与已有文献中的算法相比,改进算法对单峰及多峰测试函数的平均最优值优化精度可提高10 16; They replace the particles with a poor fitness value and acquire a higher optimization accuracy. Compared with the existing algorithms in the literature, the optimization accuracy of the QOGSA for the average optimal value of the single-peak and multi-peak test functions can be improved by 1016.
58717 对不同类型波束的赋形结果中,改进算法对方向图旁瓣的优化精度可提高1.26dB至5.99dB; For the shaping results of different types of beam, the optimization accuracy of the improved algorithm for the sidelobe can be improved from 1. 26dB to 5. 99dB.