Machine learning frameworks for urban logistics optimisation problems

• Main Author: Zhang, Xincai
• Other Authors: XIAO Gaoxi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/139856
• Institution: Nanyang Technological University

Vehicle Routing Problem(VRP), a challenging topic in Urban Logistics Optimization, is a combinatorial optimization problem with many exact and heuristic algorithm. VRP has many variants, for example, VRPTW describes a classic VRP with time window constraint. In this project, an end-to-end reinforcem...