Working Papers
"Integrating Simulation, Optimization, and Artificial Intelligence for Production Decision-making in Semiconductor Manufacturing: A Systematic Review" by Kwansuk Oh, Junpil Jang, Junhyeok Lee, Sungwon Hong, and Gyusun Hwang.
"Dynamic Programming Frameworks for Two-Machine Flow Shop Scheduling with Convex Resource Consumption" by Myoung-Ju Park, Taemin Cha, Byung-Cheon Choi, Kyungsik Lee, and Sungwon Hong.
"An Optimization Model and Approximate Dynamic Programming Algorithm for the Unit Commitment Problem with Long-Duration Energy Storage Systems" by Gyuhyun Bae, Sungwon Hong, and Siyoung Lee.
"Learning to Dispatch Carrier-Coupled Robotic Production Cells" with Woo Seok Goh, Kyungsik Lee, In-Beom Park, and Sungwon Hong.Â
"An Approximate Dynamic Programming Approach for the Unrelated Parallel Machine Scheduling Problem with Dual Resource Constraints in Photolithography Facilities" by Sungwon Hong, Taejun Lee, and In-Beom Park.
"A Two-Stage Stochastic Programming Model for Integrated Supplier Selection and Lot-Sizing under Lead Time Uncertainty"
"SDMP: An Optimization Software Package for Approximate Dynamic Programming"