终端区空域规划运行评价指标体系
O232; 为了合理分配管制资源,保障高效运作终端区,通过对终端区空域规划运行效能进行量化分析,进而掌握其运行情况及发展形势.首先建立了基于8类关键性能领域的终端区空域规划运行评价指标体系.然后采用状态分类评估法构造综合评价函数,利用基于随机森林(random forest,RF)算法的可拓层次分析法(extension analytic hierarchy process,EAHP)分析计算指标权重,达到综合考虑指标影响、加强指标量化程度、减少研究过程主观性的目的.最后,以广州终端区和武汉进近为例,对八大关键性能指标进行实例分析,采用蒙特卡洛(Monte Carlo)模拟验证了指标计算结果的...
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| Published in | 系统工程与电子技术 Vol. 42; no. 4; pp. 851 - 862 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
南京航空航天大学民航学院,江苏南京,211106
01.04.2020
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1001-506X |
| DOI | 10.3969/j.issn.1001-506X.2020.04.16 |
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| Abstract | O232; 为了合理分配管制资源,保障高效运作终端区,通过对终端区空域规划运行效能进行量化分析,进而掌握其运行情况及发展形势.首先建立了基于8类关键性能领域的终端区空域规划运行评价指标体系.然后采用状态分类评估法构造综合评价函数,利用基于随机森林(random forest,RF)算法的可拓层次分析法(extension analytic hierarchy process,EAHP)分析计算指标权重,达到综合考虑指标影响、加强指标量化程度、减少研究过程主观性的目的.最后,以广州终端区和武汉进近为例,对八大关键性能指标进行实例分析,采用蒙特卡洛(Monte Carlo)模拟验证了指标计算结果的可靠性,提升了指标的认可度,验证了系统评价结果的准确性. |
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| AbstractList | O232; 为了合理分配管制资源,保障高效运作终端区,通过对终端区空域规划运行效能进行量化分析,进而掌握其运行情况及发展形势.首先建立了基于8类关键性能领域的终端区空域规划运行评价指标体系.然后采用状态分类评估法构造综合评价函数,利用基于随机森林(random forest,RF)算法的可拓层次分析法(extension analytic hierarchy process,EAHP)分析计算指标权重,达到综合考虑指标影响、加强指标量化程度、减少研究过程主观性的目的.最后,以广州终端区和武汉进近为例,对八大关键性能指标进行实例分析,采用蒙特卡洛(Monte Carlo)模拟验证了指标计算结果的可靠性,提升了指标的认可度,验证了系统评价结果的准确性. |
| Author | 田勇 万莉莉 孙梦圆 |
| AuthorAffiliation | 南京航空航天大学民航学院,江苏南京,211106 |
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| Author_FL | SUN Mengyuan WAN Lili TIAN Yong |
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