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民用机场水泥道面维修计划的决策树模型.

Authors :
凌建明
方意心
张家科
唐龙
Source :
Journal of Nanjing University of Aeronautics & Astronautics / Nanjing Hangkong Hangtian Daxue Xuebao. Dec2019, Vol. 51 Issue 6, p828-834. 7p.
Publication Year :
2019

Abstract

In order to make the assistant decision of airport pavement management more accurate and meet the requirements of intelligence,the existing network-level decision making algorithms need to be improved. Based on the concept of information entropy,we present a decision tree model of civil airport cement pavement maintenance plan. The model test and evaluation results show that the model has high accuracy, cross-validation and self-correcting ability. We take Shanghai Pudong International Airport pavement management system as an example. Compared with traditional models,the decision tree model is proved to encompass multi-factors, like pavement performance, structural performance and subjective factors of management needs. The results demosnstrate that the proposed model is more fit the engineering in practice. [ABSTRACT FROM AUTHOR]

Details

Language :
Chinese
ISSN :
10052615
Volume :
51
Issue :
6
Database :
Academic Search Index
Journal :
Journal of Nanjing University of Aeronautics & Astronautics / Nanjing Hangkong Hangtian Daxue Xuebao
Publication Type :
Academic Journal
Accession number :
141065455
Full Text :
https://doi.org/10.16356/j.1005-2615.2019.06.013