Unsupervised learning for solving the travelling salesman problem

Y Min, Y Bai, CP Gomes - Advances in Neural Information …, 2024 - proceedings.neurips.cc
We propose UTSP, an Unsupervised Learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

Unsupervised Learning for Solving the Travelling Salesman Problem

Y Min, Y Bai, CP Gomes - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
We propose UTSP, an unsupervised learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

[PDF][PDF] Unsupervised Learning for Solving the Travelling Salesman Problem

Y Min, Y Bai, CP Gomes - cs.cornell.edu
We propose UTSP, an unsupervised learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

Unsupervised learning for solving the travelling salesman problem

Y Min, Y Bai, CP Gomes - … of the 37th International Conference on Neural …, 2023 - dl.acm.org
We propose UTSP, an Unsupervised Learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

Unsupervised Learning for Solving the Travelling Salesman Problem

Y Min, Y Bai, CP Gomes - arXiv preprint arXiv:2303.10538, 2023 - arxiv.org
We propose UTSP, an unsupervised learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

Unsupervised Learning for Solving the Travelling Salesman Problem

Y Min, Y Bai, CP Gomes - Thirty-seventh Conference on Neural Information … - openreview.net
We propose UTSP, an Unsupervised Learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …

[PDF][PDF] Unsupervised Learning for Solving the Travelling Salesman Problem

Y Min, Y Bai, CP Gomes - cs.cornell.edu
We propose UTSP, an unsupervised learning (UL) framework for solving the Travelling
Salesman Problem (TSP). We train a Graph Neural Network (GNN) using a surrogate loss …