Evaluation of Large Language Models as Solution Generators in Black-Box Optimization

Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan

Research output: Journal article publication › Journal article › Academic research › peer-review

Original language	English
Journal	IEEE Computational Intelligence Magazine
Publication status	Published - 2025

Cite this

@article{edfbaaf033374edf85979d70440a4726,

title = "Evaluation of Large Language Models as Solution Generators in Black-Box Optimization",

author = "Beichen Huang and Xingyu Wu and Yu Zhou and Jibin Wu and Liang Feng and Ran Cheng and Tan, \{Kay Chen\}",

year = "2025",

language = "English",

journal = "IEEE Computational Intelligence Magazine",

issn = "1556-603X",

publisher = "IEEE",

}

TY - JOUR

T1 - Evaluation of Large Language Models as Solution Generators in Black-Box Optimization

AU - Huang, Beichen

AU - Wu, Xingyu

AU - Zhou, Yu

AU - Wu, Jibin

AU - Feng, Liang

AU - Cheng, Ran

AU - Tan, Kay Chen

PY - 2025

Y1 - 2025

M3 - Journal article

SN - 1556-603X

JO - IEEE Computational Intelligence Magazine

JF - IEEE Computational Intelligence Magazine

ER -