panyxy / hlgp_cvrpLinks
This is the official PyTorch implementation for the HLGP algorithm used to solve large-scale CVRP.
☆10Updated 10 months ago
Alternatives and similar repositories for hlgp_cvrp
Users that are interested in hlgp_cvrp are comparing it to the libraries listed below
Sorting:
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆28Updated 8 months ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 6 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆117Updated last year
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆36Updated 8 months ago
- ☆42Updated 2 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆74Updated 3 years ago
- Efficient Active Search☆53Updated 3 years ago
- DPDP☆104Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆121Updated 2 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆42Updated last year
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year
- Official implementation of H-TSP (AAAI2023)☆55Updated 8 months ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆24Updated last year
- ☆32Updated last year
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆51Updated last year
- ☆54Updated 4 years ago
- Neural Combinatorial Optimization☆82Updated last month
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆25Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Updated last month
- ☆76Updated 2 weeks ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆88Updated 6 months ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆84Updated last year
- ☆134Updated 3 years ago
- ☆22Updated 3 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆227Updated 3 years ago
- ☆60Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆57Updated last year
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆15Updated 10 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆101Updated 2 weeks ago
- Predict and search framework for MilP☆64Updated 3 years ago