Haoran Yin

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics

2025 · arXiv (Cornell University)

The application of Large Language Models (LLMs) for Automated Algorithm Discovery (AAD), particularly for optimisation heuristics, is an emerging field of research. This emergence necessitates robust, standardised benchmarking practices to rigorously evaluate the capabilities and …