多用途飞行安全系统中具有不确定性的决策算法

T. Korotkova, Yana Kuzmina
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引用次数: 2

摘要

大气电放电中电磁辐射的影响会导致机载电子设备的故障。建立早期探测大气电活动增加区域的系统是一项紧迫的任务。在这样一个系统中,由于存在依赖于不确定因素的若干标准,决策变得复杂。提出了一种利用反方向Pareto最优集叠加保证结果的两级算法。广义性能判据的取值是离散化的。这是由于来自测量仪器的离散信息流。该软件以模块包的形式创建,具有升级的可能性。实现算法的时间取决于输入数据的维数。在有限次迭代中可以得到一个解。大气电放电中电磁辐射的影响会导致机载电子设备的故障。建立早期探测大气电活动增加区域的系统是一项紧迫的任务。在这样一个系统中,由于存在依赖于不确定因素的若干标准,决策变得复杂。提出了一种利用反方向Pareto最优集叠加保证结果的两级算法。广义性能判据的取值是离散化的。这是由于来自测量仪器的离散信息流。该软件以模块包的形式创建,具有升级的可能性。实现算法的时间取决于输入数据的维数。在有限次迭代中可以得到一个解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decision algorithm with uncertainties in a multi-purpose flight safety system
The impact of electromagnetic radiation in the discharge of atmospheric electricity can lead to failure of the onboard electronic equipment. The creation of systems for the early detection of zones with increased electrical activity of the atmosphere is an urgent task. Decision making in such a system is complicated by the presence of several criteria depending on uncertain factors. A two-level algorithm is proposed that implements the principle of a guaranteed result with the superposition of Pareto optimal sets of the opposite direction. Values of generalized performance criteria are set with a step of discreteness. This is due to the discrete flow of information from measuring instruments. The software is created in the form of a package of modules with the possibility of upgrading. The time to implement the algorithm depends on the dimension of the input data. A solution can be obtained in a finite number of iterations.The impact of electromagnetic radiation in the discharge of atmospheric electricity can lead to failure of the onboard electronic equipment. The creation of systems for the early detection of zones with increased electrical activity of the atmosphere is an urgent task. Decision making in such a system is complicated by the presence of several criteria depending on uncertain factors. A two-level algorithm is proposed that implements the principle of a guaranteed result with the superposition of Pareto optimal sets of the opposite direction. Values of generalized performance criteria are set with a step of discreteness. This is due to the discrete flow of information from measuring instruments. The software is created in the form of a package of modules with the possibility of upgrading. The time to implement the algorithm depends on the dimension of the input data. A solution can be obtained in a finite number of iterations.
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