Neural Capacitated Clustering

This is the repository accompanying our paper "Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems".

Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention

Large Neighborhood Search based on Neural Construction Heuristics

Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"

PyTorch implementations of KMeans, Soft-KMeans and Constrained-KMeans which can be run on GPU and work on (mini-)batches of data.