3 citations · 5 across the 2 of their papers we have counts for
3 papers
eess.SP2020★ 2 cited
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…
math.OC2020★ 3 cited
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…
math.OC2019
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…