🎤 Tutorial

Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Models
Hua Xu, Xiaodong Li, Yuan Sun, Huigen Ye

• This tutorial will provide an overview of the latest research development in intelligent evolutionary optimization, focusing on the transition from traditional machine learning to deep learning, and then to business optimization and evolutionary optimization guided by large language models. [PDF] [Award]

Large Language Model Driven Evolutionary Optimization
Hua Xu, Xiaodong Li, Yuan Yuan, Yuan Sun, Huigen Ye

• In recent years, evolutionary optimization guided by large language models has become a ma jor trend in the development of intelligent, learning-based optimization algorithms. This tutorial will present the latest research development in five key areas of this evolving field. [PDF] [Award]