A collection of MetaBBO papers and code sources
☆97Feb 6, 2026Updated 2 months ago
Alternatives and similar repositories for Awesome-MetaBBO
Users that are interested in Awesome-MetaBBO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆163Oct 10, 2025Updated 6 months ago
- Useful relevant papers and open source codes for Data-Driven Evolutionary Algorithms (DDEAs)☆44Oct 13, 2025Updated 6 months ago
- Python implementation of SYMBOL☆18Feb 29, 2024Updated 2 years ago
- ☆49Oct 6, 2024Updated last year
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆11Aug 16, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the source code for SDDObench: A Benchmark for Streaming Data-Driven Optimization with Concept Drift.☆25May 28, 2025Updated 10 months ago
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆22Dec 1, 2025Updated 4 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated last year
- A Collection on Large Language Models for Optimization☆363Mar 31, 2026Updated 2 weeks ago
- Neural Destruction Search for Vehicle Routing Problems☆18Oct 6, 2025Updated 6 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆42Feb 17, 2026Updated last month
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 4 months ago
- Official repository for GFACS☆36May 17, 2024Updated last year
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm varian…☆282Apr 4, 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.
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆49Dec 3, 2025Updated 4 months ago
- ☆12May 8, 2024Updated last year
- ☆25Oct 25, 2023Updated 2 years ago
- [NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation☆18Aug 14, 2021Updated 4 years ago
- Meta-black-box Optimization Platform☆19Apr 28, 2025Updated 11 months ago
- [ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling☆19Oct 20, 2025Updated 5 months ago
- Neuroevolution Benchmark in JAX 🦕☆42Nov 5, 2023Updated 2 years ago
- ☆24Feb 16, 2022Updated 4 years ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆25May 15, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆29Jan 27, 2026Updated 2 months ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆360Oct 12, 2025Updated 6 months ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Feb 12, 2024Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆30Jan 22, 2026Updated 2 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆96May 28, 2025Updated 10 months ago
- Numerical Black-Box Optimization Benchmarking Framework☆295Dec 9, 2025Updated 4 months ago
- code for paper "DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints"☆26Feb 4, 2025Updated last year
- q-Rung orthopair fuzzy mathematical operation library and q-Rung orthopair fuzzy sets mathematical operation library.☆13Jul 30, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆20Feb 9, 2026Updated 2 months ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆13Nov 28, 2024Updated last year
- Benchmarks for Model-Based Optimization☆96Apr 21, 2024Updated last year
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆53Jul 24, 2024Updated last year
- Representing CP problems as graphs☆22Dec 18, 2024Updated last year
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆40Aug 10, 2025Updated 8 months ago
- ☆11Feb 17, 2025Updated last year