Benchmarking Generative AI Against Bayesian Optimization for Constrained Multi-Objective Inverse Design

Muhammad Bilal Awan, Abdul Razzaq, Abdul Shahid

This paper investigates the performance of Large Language Models (LLMs) as generative optimizers for solving constrained multi-objective regression tasks, specifically within the c…