|
|
Flight time analysis based on the ID3 algorithm |
Zhang Xiang1, Chen Jun2, Yu Shilong1, Wu Chenyang1, Xu Xiangyun1 |
1. No.94995 Unit,Rugao 226500; 2. No.95631 Unit,Luzhou 646000 |
|
|
Abstract In order to analyze the impact of meteorological factors on aircraft flight,and then provide better guarantee for flight,the ID3 decision tree algorithm is needed to analyze the time of flight data.This paper firstly constructs the attributes of the main influencing factors,and the original data are quantized.The existing information is efficiently excavated by the ID3 algorithm,and the decision tree is generated by analyzing the information gain.This method can analyze the flight data effectively,which is helpful to achieve the purpose of controlling and optimizing the flight time schedule.
|
Received: 14 April 2020
|
|
|
|
|
[1] |
朱明.数据挖掘[M].合肥:中国科学技术大学出版社,2008.
|
[2] |
李建,付小斌,吴媛媛.基于优化ID3的井漏类型分类算法[J].计算机工程,2019,45(2):290-295.
|
[3] |
王子京,刘毓.一种基于决策树ID3的改进算法[J].现代电子技术,2018,41(15):39-42.
|
[4] |
廖雪花,唐思娩,任春华.决策树算法在线上货车推送服务中的运用[J].物流技术,2017,36(2):82-84.
|
[5] |
圣文顺,孙艳文.一种改进的ID3决策算法及其应用[J].计算机与数字工程,2019,47(12):2943-2945,3094.
|
|
|
|