Optima-CityU / LLM4ADLinks
LLM4AD: A Platform for Algorithm Design with Large Language Model
☆562Updated 2 weeks ago
Alternatives and similar repositories for LLM4AD
Users that are interested in LLM4AD are comparing it to the libraries listed below
Sorting:
- A Collection on Large Language Models for Optimization☆324Updated this week
- Evolution of Heuristics☆250Updated 3 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆441Updated last week
- ORLM: Training Large Language Models for Optimization Modeling☆228Updated 3 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆238Updated last month
- Large Language Model for MOEA☆60Updated last year
- A collection of MetaBBO papers and code sources☆93Updated 3 weeks ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆123Updated 9 months ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆156Updated 2 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆70Updated 4 months ago
- Optimization Modeling Using mip Solvers and large language models☆234Updated 2 months ago
- Large Language Model Evolutionary Algorithm☆84Updated 3 weeks ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆113Updated last month
- ☆48Updated last year
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆111Updated 10 months ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆340Updated 2 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆179Updated last year
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆148Updated 2 weeks ago
- A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.☆94Updated 4 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆776Updated last month
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆61Updated 10 months ago
- RLVR for LLMs in optimization modeling☆37Updated 2 weeks ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 7 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆90Updated 7 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆99Updated 11 months ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆66Updated 7 months ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆28Updated 5 months ago
- A PyTorch-Based GPU Parallel Env for IPPS Problem, supporting DRL, IL and Learning Guided MCTS.☆14Updated 3 months ago
- Python implementation of SYMBOL☆17Updated last year
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆103Updated last month