Search Results for author: Beichen Huang

Found 2 papers, 1 papers with code

Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models

no code implementations9 Apr 2024 Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan

To the best of our knowledge, this work presents the first systematic evaluation of LLMs for numerical optimization, offering a progressive, wide-coverage, and behavioral analysis.

EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation

1 code implementation29 Jan 2023 Beichen Huang, Ran Cheng, Zhuozhao Li, Yaochu Jin, Kay Chen Tan

Inspired by natural evolutionary processes, Evolutionary Computation (EC) has established itself as a cornerstone of Artificial Intelligence.

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