A Collection on Large Language Models for Optimization
☆409Mar 31, 2026Updated 6 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☆374Aug 6, 2026Updated 2 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆597Oct 15, 2026Updated 2 weeks ago
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆801Updated this week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆306Jan 24, 2026Updated 9 months ago
- Large Language Model for MOEA☆62May 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``.☆88May 23, 2025Updated last year
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆150Mar 18, 2025Updated last year
- [ICLR 2026] HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design☆17Feb 7, 2026Updated 8 months ago
- Large Language Model Evolutionary Algorithm☆132Updated this week
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆917Sep 14, 2026Updated last month
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆249Mar 19, 2024Updated 2 years ago
- ☆54Oct 6, 2024Updated 2 years ago
- A collection of MetaBBO papers and code sources☆115Feb 6, 2026Updated 8 months ago
- Optimization Modeling Using mip Solvers and large language models☆307Nov 4, 2025Updated 11 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.
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆56Jul 24, 2024Updated 2 years ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆40Jul 6, 2026Updated 3 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆100May 28, 2025Updated last year
- code for paper "Large Language Models as End-to-end Combinatorial Optimization Solvers"☆95Oct 24, 2025Updated last year
- Evolution of Heuristic Set using LLMs for Automated Heuristic Design☆34Oct 15, 2026Updated 2 weeks ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆200Sep 29, 2024Updated 2 years ago
- Meta-black-box Optimization Platform☆21Apr 28, 2025Updated last year
- multi-task learning for routing problem☆25Dec 2, 2025Updated 10 months ago
- A collection of LLMs for optimization, including modeling and solving☆57Oct 17, 2026Updated last week
- 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.
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆78Feb 23, 2025Updated last year
- ☆13Jul 15, 2024Updated 2 years ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆97Apr 25, 2026Updated 6 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆108Jan 25, 2025Updated last year
- Natural Language for Optimization Modelling☆78Jun 11, 2025Updated last year
- [TMLR 2025 → ICML 2026] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆127Dec 3, 2025Updated 10 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆59Oct 30, 2025Updated last year
- [ICLR'26] CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design☆22Jun 16, 2026Updated 4 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆269Oct 2, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆266Sep 10, 2024Updated 2 years ago
- ORLM: Training Large Language Models for Optimization Modeling☆281Sep 18, 2025Updated last year
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 10 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆22Nov 16, 2024Updated last year
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆159Nov 19, 2025Updated 11 months ago
- LLM4OR homepage project.☆33Aug 29, 2025Updated last year
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆182Oct 10, 2025Updated last year