Memetic Algorithm Based on Deep Reinforcement Learning for Vehicle Routing Problem with Pickup-Delivery

Memetic Algorithm Based on Deep Reinforcement Learning for Vehicle Routing Problem with Pickup-Delivery

The vehicle routing problem with simultaneous pickup-delivery and time windows (VRPSPDTW) is a NP hard problem, which has a wide application in modern logistics. Memetic algorithm based on deep reinforcement learning is proposed to solve the problem. The large neighborhood search process of Memetic...

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Bibliographic Details
Main Author: ZHOU Yalan, LIAO Yitian, SU Xiao, WANG Jiahai
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-03-01
Series:Jisuanji kexue yu tansuo
Subjects:
simultaneous pickup-delivery vehicle routing problem; time window; deep reinforcement learning; large neighborhood search
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2302072.pdf

Internet

http://fcst.ceaj.org/fileup/1673-9418/PDF/2302072.pdf

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