wuxingyu-ai / LLM4ECLinks
A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
☆91Updated 2 months ago
Alternatives and similar repositories for LLM4EC
Users that are interested in LLM4EC are comparing it to the libraries listed below
Sorting:
- A Collection on Large Language Models for Optimization☆245Updated 7 months ago
- Evolution of Heuristics☆163Updated 3 months ago
- Large Language Model for MOEA☆51Updated last year
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆182Updated 3 weeks ago
- A collection of MetaBBO papers and code sources☆67Updated 3 weeks ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆70Updated this week
- Recent research papers about Foundation Models for Combinatorial Optimization☆303Updated last week
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆157Updated 8 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆78Updated last week
- Large Language Model Evolutionary Algorithm☆38Updated this week
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆89Updated 4 months ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆64Updated last month
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆129Updated last week
- GPU-accelerated Ant Colony Optimization (ACO)☆14Updated 3 months ago
- ☆38Updated 8 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆68Updated 3 weeks ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆51Updated this week
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆27Updated 2 months ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆22Updated last month
- Python implementation of SYMBOL☆13Updated last year
- multi-task learning for routing problem☆20Updated 7 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆55Updated last year
- ☆59Updated last month
- ☆22Updated last year
- ☆35Updated last year
- ☆26Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆37Updated 2 months ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆19Updated last week
- ☆40Updated last year
- ☆11Updated 10 months ago