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"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
Created
2020-06-24
89 commits to master branch, last one 3 years ago
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
pytorch
meta-heuristic
neural-network
routing-problem
knapsack-problem
scheduling-problem
bin-packing-problem
graph-neural-networks
reinforcement-learning
ant-colony-optimization
vehicle-routing-problem
combinatorial-optimization
traveling-salesman-problem
deep-reinforcement-learning
neural-combinatorial-optimization
capacitated-vehicle-routing-problem
Created
2023-02-06
119 commits to main branch, last one 3 months ago
Python package to read and write vehicle routing problem instances.
Created
2022-04-16
97 commits to main branch, last one 4 days ago
A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)
Created
2022-03-16
38 commits to master branch, last one about a year ago
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
transformer
divide-and-conquer
non-autoregressive
graph-neural-networks
reinforcement-learning
vehicle-routing-problem
deep-reinforcement-learning
travelling-salesman-problem
autoregressive-neural-networks
neural-combinatorial-optimization
capacitated-vehicle-routing-problem
hierarchical-reinforcement-learning
prize-collecting-travelling-salesman-problem
Created
2022-09-13
118 commits to master branch, last one about a month ago