Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization

Haoran Yin, Shuaiqun Pan, Zhao Wei +5

The advent of Large Language Models (LLMs) has opened new frontiers in automated algorithm design, giving rise to numerous powerful methods. However, these approaches retain critic…