교수

고영명 교수

  • 박사학위TEXAS A & M UNIV. (Industrial Engineering)
  • 연구분야확률시스템 최적화, 파운데이션 모델 응용
  • 연구실Stochastic Systems (LST) Lab. 확률시스템 연구실
고영명 교수님 프로필

소개

학력

  • TEXAS A & M UNIV. (박사-Industrial Engineering)
  • 서울대학교 (석사-산업공학)
  • 서울대학교 (학사-산업공학)

주요경력

  • SABRE HOLDINGS OPERATIONS RESEARCH TEAM

전문분야

  • Queueing Theory
  • Reliability
  • Optimization
  • Data Centers
  • Renewable Energy Systems

Key Papers

  • Park, J., Byon, E.*, ■Ko, Y. M■. and Shashaani. S. "Strata Design for Variance Reduction in Stochastic Simulation," Technometrics, vol. 67(5), p. 203-214, 2025. doi: 10.1080/00401706.2024.2416411
  • Lee, E., Ju, J., Byon, E. and ■Ko, Y. M■., "Condition-based Selective Maintenance Optimization for Large-scale Systems Consisting of Many Homogeneous Units," IEEE Transactions on Reliability, vol. 73(2), p. 1393-1406, 2024. doi: 10.1109/TR.2023.3335903
  • Baik, S. M. and ■Ko, Y. M■., "QoS-aware energy-efficient workload routing and server speed control policy in data centers: a robust queueing theoretic approach," IISE Transactions, vol. 55(12), p. 1242-1255, 2023. doi: 10.1080/24725854.2023.2183531
  • ■Ko, Y. M■. and Byon, E., "Optimal budget allocation for stochastic simulation with importance sampling: exploration vs. replication," IISE Transactions, vol. 54(9), p. 881-893, 2022. doi: 10.1080/24725854.2021.1953197
  • Li, S., ■Ko, Y. M■. and Byon, E., "Nonparametric Importance Sampling for Wind Turbine Reliability Analysis with Stochastic Computer Models," Annals of Applied Statistics, vol. 15(4), p. 1850-1871, 2021. doi: 10.1214/21-aoas1490