A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
☆140Mar 18, 2025Updated last year
Alternatives and similar repositories for LLM4EC
Users that are interested in LLM4EC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Collection on Large Language Models for Optimization☆368Mar 31, 2026Updated 2 months ago
- Evolutionary-Algorithm and Large-Language-Model☆23Nov 5, 2024Updated last year
- Large Language Model for MOEA☆63May 30, 2024Updated 2 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆547Jun 11, 2026Updated last week
- Evolution of Heuristics☆339Jun 7, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆53Oct 6, 2024Updated last year
- A collection of LLMs for optimization, including modeling and solving☆50Jan 31, 2026Updated 4 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆93May 25, 2026Updated 3 weeks ago
- Large language model as optimizer☆22Apr 26, 2024Updated 2 years ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆35Feb 21, 2026Updated 3 months ago
- Official implementation of SoloGAN☆12Jul 28, 2022Updated 3 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆281Jan 24, 2026Updated 4 months ago
- Neuroevolution Benchmark in JAX 🦕☆43Nov 5, 2023Updated 2 years ago
- ORLM: Training Large Language Models for Optimization Modeling☆259Sep 18, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆145Nov 19, 2025Updated 7 months ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆22Dec 7, 2024Updated last year
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Evolutionary multi-objective optimization platform☆2,130Jun 2, 2026Updated 2 weeks ago
- ☆25Oct 25, 2023Updated 2 years ago
- ☆14Aug 22, 2024Updated last year
- [ICLR 2025] Graph Assisted Offline-Online Deep Reinforcement Learning (GOODRL) for Dynamic Workflow Scheduling (DWS)☆26Feb 24, 2025Updated last year
- Multitask Optimization Platform (MToP): A MATLAB Benchmarking Platform for Evolutionary Multitasking☆198Updated this week
- A benchmark suite for evaluating Spiking Neural Networks (SNNs) on temporal processing tasks, comparing abilities of SNN-related models a…☆22Aug 14, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆251Mar 19, 2024Updated 2 years ago
- ☆11May 5, 2026Updated last month
- RLVR for LLMs in optimization modeling☆59Apr 15, 2026Updated 2 months ago
- The official implementation of RelativeNAS☆45Jul 14, 2021Updated 4 years ago
- A collection of MetaBBO papers and code sources☆106Feb 6, 2026Updated 4 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆99May 28, 2025Updated last year
- ☆36Jun 20, 2022Updated 3 years ago
- ☆12Feb 18, 2025Updated last year
- Optimization Modeling Using mip Solvers and large language models☆272Nov 4, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Datasets for Hyperparameter Optimization of Neural Machine Translation☆10Aug 19, 2024Updated last year
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Jun 19, 2024Updated 2 years ago
- LLM4OR homepage project.☆27Aug 29, 2025Updated 9 months ago
- This repository is used to store the Codes of some decomposition based multiobjective evolutionary algorithms.☆21Feb 18, 2020Updated 6 years ago
- ☆24Feb 16, 2022Updated 4 years ago
- ☆19Mar 9, 2024Updated 2 years ago
- ☆1,079Feb 5, 2024Updated 2 years ago