yimengmin / UTSP
code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem
☆40Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for UTSP
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆21Updated 6 months ago
- ☆70Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- Neural Network for solving challenging Combinatorial Optimization Problems☆34Updated this week
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆59Updated last month
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆73Updated last week
- ☆39Updated 5 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆38Updated 4 months ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆18Updated 2 weeks ago
- ☆34Updated last year
- ☆34Updated last week
- ☆21Updated last year
- ☆19Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆49Updated 5 months ago
- ☆25Updated 9 months ago
- Efficient Active Search☆47Updated 2 years ago
- PyTorch code for the NAR4TSP.☆17Updated 3 weeks ago
- Official repository for GFACS☆24Updated 6 months ago
- ☆48Updated 3 years ago
- Implementation code for NeurIPS 2024 paper: "Learning to Handle Complex Constraints for Vehicle Routing Problems"☆15Updated this week
- ☆20Updated last year
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆13Updated 4 months ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆10Updated 2 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆91Updated 5 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆85Updated last year
- ☆121Updated 2 years ago
- DPDP☆95Updated last year
- Official implementation of H-TSP (AAAI2023)☆41Updated 5 months ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆25Updated last year
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month