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Volume 26 Issue 3
Jun.  2013
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Journal of Southwest Jiaotong University  > 2013  >  26(3): 553-558.
ZHAO Dan, ZHANG Jiatai, SHU Haisheng, ZHAO Gang. Double Layer Genetic Algorithm for Integrated Scheduling Optimization of Part and Tool Flows[J]. Journal of Southwest Jiaotong University, 2010, 23(6): 926-931. doi: 10.3969/j.issn.0258-2724.2010.06.018
Citation: ZHANG Jianping, HU Minghua, WU Zhenya, ZHANG Ruiping. An Improved Integrated Evaluation Method on Operation Performance of Air Traffic Control Based on BP Network[J]. Journal of Southwest Jiaotong University, 2013, 26(3): 553-558. doi: 10.3969/j.issn.0258-2724.2013.03.025
shu

An Improved Integrated Evaluation Method on Operation Performance of Air Traffic Control Based on BP Network

doi: 10.3969/j.issn.0258-2724.2013.03.025
  • Received Date: 19 Sep 2012
  • Publish Date: 25 Jun 2013
    Abstract
  • To improve the integrated evaluation on the operation performance of air traffic control, a general index system was established, including density of air traffic flow, safety performance, efficiency performance and workload of air traffic controller, and a classification evaluation method by means of artificial intelligence was presented on the basis of back propagation network model. Taking the Chengdu terminal area for example, under the condition of segregated operation on two parallel runways, a BP network model of 12-7-5 in topology was set up after 60 typical samples were collected for network training and test, and applied for classification evaluation for 40 exam samples. In comparison with another integrated evaluation method based on principal component analysis, both of the evaluation results were in agreement.

     

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    • References(17)
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