SYMPLY (시스템 모델링 및 최적화 연구실)

연구실 소개

SYMPLY (시스템 모델링 및 최적화 연구실) at Yonsei University's Department of Industrial Engineering conducts research on "Data Analysis-based Optimization." The lab applies various industrial engineering techniques to model and optimize decision-making problems across industrial systems. The research aims to analyze the physical and logical processes of systems based on industrial domain knowledge, infer interactions and relationships between system components through collected data analysis, and optimize system design and operation by reflecting the effects of variability and uncertainty. The research methodology involves developing "Optimization-Embedded Learning" methods through the convergence of Mathematical Optimization and Artificial Intelligence for the application of Decision-Centric AI.