Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization

[PDF] arxiv.org

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning

H Guo, Z Ma, J Chen, Y Ma, Z Cao, X Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in Meta-learning for Black-Box Optimization (MetaBBO) have shown the
potential of using neural networks to dynamically configure evolutionary algorithms (EAs) …
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