MIRALab-USTC / L2O-G2MILPLinks
This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.
☆32Updated 10 months ago
Alternatives and similar repositories for L2O-G2MILP
Users that are interested in L2O-G2MILP are comparing it to the libraries listed below
Sorting:
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆214Updated 10 months ago
- ☆23Updated last year
- Predict and search framework for MilP☆58Updated 2 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆42Updated 11 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆64Updated last month
- ☆42Updated 3 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 6 months ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆63Updated 2 years ago
- ☆11Updated 3 years ago
- ☆33Updated 2 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆336Updated this week
- ☆27Updated 4 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆51Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆82Updated 2 months ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 3 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆233Updated 3 years ago
- ☆30Updated last year
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆74Updated 2 weeks ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆51Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆52Updated 2 months ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆52Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆73Updated 2 months ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆135Updated 2 years ago
- Efficient Active Search☆52Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆22Updated last year
- A benchmarking suite for maximum independent set solvers.☆51Updated last year
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆22Updated last month
- Neural Combinatorial Optimization☆65Updated 3 weeks ago