FeiLiu36 / EoHView external linksLinks
Evolution of Heuristics
☆265Sep 11, 2025Updated 5 months ago
Alternatives and similar repositories for EoH
Users that are interested in EoH are comparing it to the libraries listed below
Sorting:
- A Collection on Large Language Models for Optimization☆336Jan 4, 2026Updated last month
- Large Language Model for MOEA☆61May 30, 2024Updated last year
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆245Jan 24, 2026Updated 3 weeks ago
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆600Updated this week
- Recent research papers about Foundation Models for Combinatorial Optimization☆465Updated this week
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆37Aug 10, 2025Updated 6 months ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆69May 23, 2025Updated 8 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆40Apr 2, 2025Updated 10 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆800Jan 22, 2026Updated 3 weeks ago
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆38Dec 3, 2025Updated 2 months ago
- ☆26Oct 25, 2023Updated 2 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆68Apr 21, 2022Updated 3 years ago
- multi-task learning for routing problem☆22Dec 2, 2025Updated 2 months ago
- Neural Destruction Search for Vehicle Routing Problems☆18Oct 6, 2025Updated 4 months ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆131Mar 18, 2025Updated 10 months ago
- ☆13Jul 15, 2024Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆92May 28, 2025Updated 8 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Oct 30, 2025Updated 3 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆81Jun 3, 2025Updated 8 months ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆30Dec 3, 2025Updated 2 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆241Sep 10, 2024Updated last year
- ☆23Dec 11, 2022Updated 3 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆29Jan 22, 2026Updated 3 weeks ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆63Feb 7, 2026Updated last week
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆70Jul 2, 2025Updated 7 months ago
- Neural Combinatorial Optimization☆92Feb 7, 2026Updated last week
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆181Sep 29, 2024Updated last year
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆33Jul 18, 2025Updated 6 months ago
- ☆43Nov 17, 2023Updated 2 years ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆51Jul 24, 2024Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated 10 months ago
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm varian…☆272Updated this week
- A collection of MetaBBO papers and code sources☆94Feb 6, 2026Updated last week
- Efficient Active Search☆53Mar 25, 2022Updated 3 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆31Jun 13, 2025Updated 8 months ago
- ☆14Aug 13, 2021Updated 4 years ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆24May 15, 2024Updated last year
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆14Jan 28, 2025Updated last year