Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model

Chen Wang, Sijie Ma, Zeyuan Ma +1

Benchmark Design in Black-Box Optimization (BBO) is a fundamental yet open-ended topic. Early BBO benchmarks are predominantly human-crafted, introducing expert bias and constraini…