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Search results for graph neural networks combinatorial optimization

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7 search results found

Graph Convnet Tsp ⭐ 157

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Learning Tsp ⭐ 53

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

Learning Paradigms For Tsp ⭐ 10

Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)

Twin Nphard ⭐ 8

Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems

Gnn For Combinatorial Optimization ⭐ 8

JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.

Ml4co Survey ⭐ 5

A survey on machine learning for combinatorial optimization.

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