"Language Models Can Solve Engineering Optimization Problems"

Using LLMs as Optimizers: A new population-based method called LEO that leverages large language models for numerical optimization tasks like nozzle shape and windfarm layout design. Shows comparable results to traditional methods while highlighting unique challenges of LLM-based optimization