An Evolutionary Framework for Automatic Optimization Benchmark Generation via Large Language Models

Yuhiro Ono, Tomohiro Harada, Yukiya Miura

Optimization benchmarks play a fundamental role in assessing algorithm performance; however, existing artificial benchmarks often fail to capture the diversity and irregularity of…