无人机
卡车
能源消耗
布线(电子设计自动化)
计算机科学
航空学
汽车工程
工程类
嵌入式系统
电气工程
遗传学
生物
作者
Yao Liu,Jianmai Shi,Zhihao Luo,Xingchen Hu,Witold Pedrycz,Zhong Liu
标识
DOI:10.1109/tits.2024.3478175
摘要
Considering customer time windows, multiple trucks, each equipped with a multi-visit drone, are employed. For realism, the drone energy consumption and the impact of payload variation on the energy consumption rate are considered. A Mixed Integer Linear Programming (MILP) model is developed to formulate the problem. A novel concept called “Segment” is introduced to promote the cooperation between trucks and drones. Based on this, a heuristic is designed where the drone and truck routes are constructed synchronously. The variable neighborhood search algorithm is integrated with simulated annealing to enhance solutions further. The effectiveness of the proposed algorithm is validated through both Solomon instances and practical cases.
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