61 citations · 67 across the 4 of their papers we have counts for
5 papers
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming Li, Chun Wang, Xiao Huang +1
The conventional deep learning approaches for solving time-series problem such as long-short term memory (LSTM) and gated recurrent unit (GRU) both consider the time-series data se…
DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem
Xiaoming Li, Chun Wang, Xiao Huang
Car-sharing issue is a popular research field in sharing economy. In this paper, we investigate the car-sharing relocation problem (CSRP) under uncertain demands. Normally, the rea…
A Price-Based Iterative Double Auction for Charger Sharing Markets
Jie Gao, Terrence Wong, Chun Wang +1
The unprecedented growth of demand for charging electric vehicles (EVs) calls for novel expansion solutions to today's charging networks. Riding on the wave of the proliferation of…
A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation
Xiaoming Li, Chun Wang, Xiao Huang
Car-sharing problem is a popular research field in sharing economy. In this paper, we investigate the car-sharing re-balancing problem under uncertain demands. An innovative framew…
Bidding for Preferred Timing: An Auction Design for Electric Vehicle Charging Station Scheduling
Luyang Hou, Chun Wang, Jun Yan
This paper considers an electric vehicle charging scheduling setting where vehicle users can reserve charging time in advance at a charging station. In this setting, users are allo…