crossrefSustainability2026-01-03
A Demand Prediction-Driven Algorithm for Dynamic Shared Autonomous Vehicle Relocation: Integrating Deep Learning and System Optimization
Hui-Yong Zhang, Kun Zhao, Wei-Xin Yu, Meng Zeng, Si-Qi Wang, Fang Zong
This paper develops a dynamic repositioning mechanism for shared autonomous vehicles (SAVs) driven by travel demand. A prediction model for SAV travel demand is constructed by the proposed GRU-FC network. On this basis, an integer programming model for empty-vehicle dispatching w…