2 papers
math.OC2025
RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations
Xinyu Jiang, Haoyu Zhang, Mengyi Sha +4
Efficient management of electric ride-hailing fleets, particularly pre-allocation and pricing during peak periods to balance spatio-temporal supply and demand, is crucial for urban…
cs.LG2023
Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization
Long He, Ho-Yin Mak
In this paper, we consider the alignment between an upstream dimensionality reduction task of learning a low-dimensional representation of a set of high-dimensional data and a down…