wuxingyu-ai / LLM4ECLinks
A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
☆106Updated 5 months ago
Alternatives and similar repositories for LLM4EC
Users that are interested in LLM4EC are comparing it to the libraries listed below
Sorting:
- Evolution of Heuristics☆199Updated 6 months ago
- A Collection on Large Language Models for Optimization☆277Updated 9 months ago
- Large Language Model for MOEA☆59Updated last year
- A collection of MetaBBO papers and code sources☆80Updated 2 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆203Updated 3 months ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆140Updated last month
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆76Updated 4 months ago
- LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.☆106Updated 5 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆348Updated last week
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆74Updated 2 months ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆25Updated 2 weeks ago
- ☆45Updated 10 months ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆103Updated 6 months ago
- Large Language Model Evolutionary Algorithm☆57Updated this week
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆165Updated 10 months ago
- ☆36Updated last year
- ORLM: Training Large Language Models for Optimization Modeling☆179Updated 4 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆81Updated last month
- Optimization Modeling Using mip Solvers and large language models☆208Updated 9 months ago
- ☆11Updated last year
- Python implementation of SYMBOL☆15Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆82Updated 3 months ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆25Updated 3 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆37Updated 4 months ago
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from e…☆252Updated this week
- GPU-accelerated Ant Colony Optimization (ACO)☆16Updated 6 months ago
- Neural Combinatorial Optimization☆67Updated last month
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 7 months ago
- A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.☆79Updated 2 weeks ago
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆140Updated this week