3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Neural Cluster First, Route Second: One-Shot Capacitated Vehicle Routing via Differentiable Optimal Transport
Samuel J. K. Chin, Maximilian Schiffer
The Capacitated Vehicle Routing Problem (CVRP) underpins modern last-mile logistics. Current Neural Combinatorial Optimization (NCO) methods construct CVRP solutions autoregressive…
cs.LG2024★ 3 cited
Learning to Deliver: a Foundation Model for the Montreal Capacitated Vehicle Routing Problem
Samuel J. K. Chin, Matthias Winkenbach, Akash Srivastava
In this paper, we present the Foundation Model for the Montreal Capacitated Vehicle Routing Problem (FM-MCVRP), a novel Deep Learning (DL) model that approximates high-quality solu…