A Collection on Large Language Models for Optimization
☆382Mar 31, 2026Updated 3 months ago
Alternatives and similar repositories for LLM4AlgorithmDesign
Users that are interested in LLM4AlgorithmDesign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Evolution of Heuristics☆348Jun 28, 2026Updated 3 weeks ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆569Jul 12, 2026Updated last week
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆761Jun 30, 2026Updated 3 weeks ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆289Jan 24, 2026Updated 5 months ago
- Large Language Model for MOEA☆63May 30, 2024Updated 2 years ago
- 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.
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆81May 23, 2025Updated last year
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆147Mar 18, 2025Updated last year
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆251Mar 19, 2024Updated 2 years ago
- Large Language Model Evolutionary Algorithm☆119Updated this week
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆892May 12, 2026Updated 2 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆56Jul 24, 2024Updated last year
- [ICLR 2026] HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design☆16Feb 7, 2026Updated 5 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆98May 28, 2025Updated last year
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆39Jul 6, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Jul 15, 2024Updated 2 years ago
- Evolution of Heuristic Set using LLMs for Automated Heuristic Design☆28May 20, 2026Updated 2 months ago
- A collection of MetaBBO papers and code sources☆107Feb 6, 2026Updated 5 months ago
- code for paper "Large Language Models as End-to-end Combinatorial Optimization Solvers"☆85Oct 24, 2025Updated 8 months ago
- ☆53Oct 6, 2024Updated last year
- [ICLR'26] CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design☆20Jun 16, 2026Updated last month
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆78Feb 23, 2025Updated last year
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- multi-task learning for routing problem☆24Dec 2, 2025Updated 7 months ago
- 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.
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆91Apr 25, 2026Updated 2 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆59Oct 30, 2025Updated 8 months ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆168Oct 10, 2025Updated 9 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆106Jan 25, 2025Updated last year
- A collection of LLMs for optimization, including modeling and solving☆53Jul 3, 2026Updated 2 weeks ago
- ORLM: Training Large Language Models for Optimization Modeling☆270Sep 18, 2025Updated 10 months ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 7 months ago
- [TMLR 2025 → ICML 2026] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆120Dec 3, 2025Updated 7 months ago
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆50May 17, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆151Nov 19, 2025Updated 8 months ago
- Meta-black-box Optimization Platform☆19Apr 28, 2025Updated last year
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆263Oct 2, 2022Updated 3 years ago
- ☆94Jul 12, 2026Updated last week
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm varian…☆287Jul 7, 2026Updated 2 weeks ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆262Sep 10, 2024Updated last year
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆191Sep 29, 2024Updated last year