Welcome to SEA Lab. in the Department of Industrial and Management Engineering at POSTECH ! 

We aim to provide better decision-making strategies for several types of stakeholders based on the better understanding of future dynamics in complex systems and interactions among stakeholders. Our approaches are mainly based on various techniques from optimization, stochastic process, and also economics.

Particularly, we have been conducting researches about “Business Operation/Policy Design” and “Sequential/Multi-agent Decision System Operation” based on (1) Optimization models under uncertainty (stochastic programming, robust optimization),  (2) sequential decision process models (dynamic programming, reinforcement learning), and (3) multi-agent system models (game theory, multi-agent learning).

Research Topics

Methodologies

Collaboration Partners

We collaborate with industry companies, government agencies, and academic institutions on a wide range of research projects.

Guidelines for Prospective Students

If you are interested in joining our lab, it is recommended to take the following courses or equivalent. (but not mandatory)

• • IMEN261 Operations Research I

  • IMEN272 Probability and Statistics for Engineers

  • IMEN281 Information System Technology

  • IMEN366 Operations Research II

  • IMEN472 Statistical Data Mining

  • IMEN473 Business Analytics

  • IMEN481 Simulation

  • SOSC321 Principles of Economics

  • SOSC421 Game Theory

  • CSED232 Object-Oriented Programming

  • CSED233 Data Structure

  • CSED442 Artificial Intelligence