An XGBoost-enhanced fast constructive algorithm for food delivery route planning problem

•Food delivery route planning problem is studied.•XGBoost-enhanced fast constructive algorithm is proposed.•Insertion-based heuristic with different sequencing rules is embedded.•Adaptive selection mechanism using XGBoost is proposed.•Effectiveness is validated on datasets from Meituan food delivery...

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Bibliographic Details

Published in:	Computers & industrial engineering Vol. 152; p. 107029
Main Authors:	Wang, Xing, Wang, Ling, Wang, Shengyao, Chen, Jing-fang, Wu, Chuge
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2021
Subjects:	Adaptive selection mechanism Classification model Fast constructive algorithm Food delivery route planning problem XGBoost Food delivery route planning problem Classification model Fast constructive algorithm Adaptive selection mechanism XGBoost
ISSN:	0360-8352, 1879-0550
Online Access:	Get full text
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