[Publications]

International Journal Publications

• • • Daiki Min, Seokgi Lee and Yuncheol Kang(2025), "Reinforcement learning model for optimizing bid price and service quality in crowdshipping", Systems, 13(6), 440

    • Jiyoung Oh and Daiki Min (2024), " Prediction of energy consumption for manufacturing small and midum-sized enterprises (SMEs) considering industry characteristics", Energy, 300, 131621

    • Hyungjun Park, Dong-Gu Choi and Daiki Min (2023), " Adaptive inventory replenishment using structured reinforcement learning by exploiting a policy structure", International Journal of Production Economics, 266, 109029.

    • N. Thoummala, Y. Kang, Daiki Min (2023), "A deep learning-baed approach to a newsvendor problem considering uncertainty and time-varying costs", Optimization Letters, 18, 1963-1974.

    • Jong-Hyun Ryu, Daiki Min and Dong-Gu Choi (2022), "Effective subsidy policy for a grid-connected microgrid: Evidence from a Korean case study", International Journal of Industrial Engineering:Theory, Applications and Practice, 29(3), 372-388.

    • Hyungjun Park, Daiki Min, Jong-Hyun Ryu and Dong-Gu Choi (2022), "DIP-QL: A novel reinforcement learning method for constrained industrial systems", IEEE Transactions on Industrial Informatics, 18(11), 7494-7503.

    • Hansung Kim, Dong Gu Choi and Daiki Min (2021), “ A sampling-based solution approach for electricity capacity expansion planning with chance constraint", Computers & Industrial Engineering, 162(12), 107710.

    • Eungab Kim and Daiki Min (2021), “ A two-stage hybrid manufacturing model with controllable make-to-order production rates”, Journal of Manufacturing, 60(1):676-691.

    • Daiki Min and Y. Kang (2021), “ A learning-based approach for dynamic freight brokerages with transfer and territory-based assignment”, Computers & Industrial Engineering, 153, 107042.

    • J. Kim and Daiki Min (2021), “A feature selection method for classifying highly similar text documents”, Industrial Engineering & Management Systems, 20(2):148-162.

    • Daiki Min, Jong-hyun Ryu and Dong Gu Choi (2020), “Effects of the move towards renewables on the power system reliability and flexibility in South Korea”, Energy Reports, 6, 406-417

    • Hana Moon and Daiki Min (2020), “A DEA approach for evaluating the relationship between energy efficiency and financial performance for energy-intensive firms in Korea”, Journal of Cleaner Production, 255, 120283

    • Jinah Yang, Daiki Min, Jeenyoung Kim (2020), “The use of big data and its effects in a diffusion forecasting model for Korean reverse mortgage subscribers”, Sustainability, 12, 979. 

    • Daiki Min, H.S. Chon and H. Im (2019), “A DEA model for using qualitative data to rank options for adapting to climate change”, Industrial Engineering & Management Systems, 18(2):260-273.

    • Daiki Min, Jong-Hyun Ryu and Dong-Gu Choi (2018), “A long-term capacity expansion planning model for an electric power system integrating large-size renewable energy technologies”, Computers & Operations Research, 96:244-255. 

    • J.H. Ryu, Daiki Min and D.G. Choi (2018), “Economic value assessment and optimal sizing of an energy storage system in a grid-connected wind farm”, Energies, 11(3).

    • Engab Kim and Daiki Min (2018), “Designing an optimal inventory replenishment strategy in a combined MTS-MTO supply chain”, International Journal of Industrial Engineering-Theory Applications and Practice, 25(5):620-633. 

    • Daiki Min and Kwanghun Chung (2017), “A joint optimal decision on shipment size and carbon reduction under direct shipment and peddling distribution strategies”, Sustainability, 9 

    • Hyung-Suk Choi and Daiki Min (2017), “Efficiency of well-diversified portfolios: Evidence from data envelopment analysis”, Omega, 73:104-113. 

    • Hana Moon and Daiki Min (2017), “Assessing energy efficiency and the related policy implications for energy-intensive firms in Korea: DEA approach”, Energy, 133:23-34.

    • Daiki Min (2014), “Heuristic procedures for a stochastic batch service problem”, A Quarterly Journal of Operations Research, 12:157-174.

    • Daiki Min and Yuehwern Yih (2014), “Managing a patient waiting list with time-dependent priority and adverse events”, RAIRO-Operations Research, 48(1):53-74.

    •  Kwanghun Chung and Daiki Min (2014), “Staffing a service system with appointment-based customer arrivals”, Journal of the Operational Research Society, 65(10):1533-1543.

    • Daiki Min and Jaewoo Chung (2013), “Evaluation of the long-term power generation mix: The case of South Korea's energy policy”, Energy Policy, 62:1544-1552.

    • Sangbok Lee, Daiki Min, Jonghyun Ryu, Yuehwern Yih (2013), “A Simulation Study of Appointment Scheduling in Outpatient Clinics: Open Access and Overbooking”, Simulation: Transactions of the Society for Modeling and Simulation International, 89(12):1459-1473.

    • Daiki Min and Yuehwern Yih (2011), “Fuzzy Logic-based approach to RFID data management in an outpatient clinic environment”, Journal of Medical Systems, 35(3):423-432.

    • Daiki Min and Yuehwern Yih (2010), “Scheduling elective surgery patients under uncertainty and downstream capacity constraints”, European Journal of Operational Research, 206(3):642-652.

    • Daiki Min and Yuehwern Yih (2010),  “An elective surgery scheduling problem considering patient priority”, Computers and Operations Research, 37(6):1091-1099.

    • Daiki Min and Yuehwern Yih (2009), “A simulation study of registration queue disciplines in an outpatient clinic: a two-stage patient flow model”, European Journal of Industrial Engineering, 3(2):127-145.