A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
☆139Mar 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 last month
- Evolutionary-Algorithm and Large-Language-Model☆23Nov 5, 2024Updated last year
- Large Language Model for MOEA☆63May 30, 2024Updated last year
- Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algo…☆142May 1, 2026Updated 3 weeks ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆535May 19, 2026Updated last week
- 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.
- Evolution of Heuristics☆319May 22, 2026Updated last week
- ☆51Oct 6, 2024Updated last year
- A collection of LLMs for optimization, including modeling and solving☆48Jan 31, 2026Updated 3 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆92Updated this week
- Large language model as optimizer☆21Apr 26, 2024Updated 2 years ago
- Official implementation of SoloGAN☆12Jul 28, 2022Updated 3 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆275Jan 24, 2026Updated 4 months ago
- Neuroevolution Benchmark in JAX 🦕☆43Nov 5, 2023Updated 2 years ago
- ORLM: Training Large Language Models for Optimization Modeling☆257Sep 18, 2025Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆143Nov 19, 2025Updated 6 months ago
- Implementation of SGE Algorithm in Python 3☆21Apr 17, 2026Updated last month
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆22Dec 7, 2024Updated last year
- Evolutionary multi-objective optimization platform☆2,109May 22, 2026Updated last week
- ☆14Aug 22, 2024Updated last year
- [ICLR 2025] Graph Assisted Offline-Online Deep Reinforcement Learning (GOODRL) for Dynamic Workflow Scheduling (DWS)☆25Feb 24, 2025Updated last year
- Multitask Optimization Platform (MToP): A MATLAB Benchmarking Platform for Evolutionary Multitasking☆197May 21, 2026Updated last week
- ☆34Mar 29, 2023Updated 3 years ago
- A benchmark suite for evaluating Spiking Neural Networks (SNNs) on temporal processing tasks, comparing abilities of SNN-related models a…☆21Aug 14, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆252Mar 19, 2024Updated 2 years ago
- RLVR for LLMs in optimization modeling☆56Apr 15, 2026Updated last month
- A collection of MetaBBO papers and code sources☆104Feb 6, 2026Updated 3 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆98May 28, 2025Updated last year
- ☆36Jun 20, 2022Updated 3 years ago
- ☆12Feb 18, 2025Updated last year
- Optimization Modeling Using mip Solvers and large language models☆268Nov 4, 2025Updated 6 months ago
- 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 last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- LLM4OR homepage project.☆26Aug 29, 2025Updated 9 months ago
- This repository is used to store the Codes of some decomposition based multiobjective evolutionary algorithms.☆22Feb 18, 2020Updated 6 years ago
- ☆10Jul 12, 2025Updated 10 months ago
- 2020 PTA History Test Questions☆14Feb 7, 2023Updated 3 years ago
- ☆19Mar 9, 2024Updated 2 years ago
- multi-task learning for routing problem☆24Dec 2, 2025Updated 5 months ago
- ☆26Apr 28, 2024Updated 2 years ago