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Seong-Hee Kim
Associate Professor
H. Milton Stewart School of Industrial & Systems Engineering
Georgia Institute of Technology
765 Ferst Drive
Atlanta, GA 30332-0205
antispam email






Page Map

  1. Education
  2. Research
  3. Positions Held
  4. Honors, Awards, and Service
  5. Students
  6. Projects
  7. Important Links
  8. Publications
  9. Courses
  10. My Family

Education

Research

Positions Held

Associate Professor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Insitute of Technology, 2007 - present.

Assistant Professor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, 2001 - 2007.

Instructor, IEMS 335 Systems Simulation, Dept. of Industrial Engineering and Management Sciences, Northwestern University, Spring, 2001.

Honors and Awards

Service

Students

Projects

CAREER: Constrained Ranking and Selection and Discrete Optimization via Simulation with Applications to Water Resource Allocation, submitted to NSF as PI. Status: Granted. From Year 2007 to Year 2012

Efficient Simulation Techniques for Comparing Constrained Systems, submitted to NSF as PI (with S. Andradottir, B. Diamond, and D. Goldsman). Status: Granted. From Year 2004 to Year 2007

Industrial Systems Games, submitted to Initiative in Undergraduate Engineering Education Proposal as co-PI (with Christos Alexopoulos, David Goldsman, Martin Savelsbergh, and Richard Fujimoto). Status: Granted. From Year 2004 to Year 2005

Important Links

Publications

Parts of Books

  1. S.-H. Kim and B. L. Nelson. 2005. Handbooks in Operations Research and Management Science, Chapter 17 of a volume on Simulation: Selecting the Best System, Elsevier, Oxford, UK, 501-534

Published or Accepted Papers

  1. Andradottir, S. and S.-H. Kim. Fully Sequential Procedures for Comparing Constrained Systems via Simulation, Naval Research Logistics, accepted.
  2. Batur, D and S.-H. Kim. Finding Feasible Systems in the Presence of Constrains on Multiple Performance Measures, ACM Transactions on Modeling and Computer Simulation, forthcoming.
  3. Healey, C., D. Goldsman, and S.-H. Kim. 2009. Ranking and Selection Techniques with Overlapping Variance Estimators, Sequential Analysis, 28(4):459-474.
  4. Lee, J, C. Alexopoulos, D. Goldsman, S.-H. Kim, K.-L. Tsui, and J. R. Wilson. 2009. Monitoring Autocorrelated Processes Using a Distribution-Free Tabular CUSUM Chart with Automated Variance Estimation, IIE Transactions, 41(11):979-994.
  5. Batur, D., D. Goldsman, and S.-H. Kim. 2009. An Improved Standardized Time Series Durbin-Watson Variance Estimator for Steady-State Simulation, Operations Research Letters, 37(4):285-289.
  6. Kim, S.-H., C. Alexopoulos, K.-L. Tsui, and J. R. Wilson. 2007. A Distribution-Free Tabular CUSUM Chart for Autocorrelated Data , IIE Transactions, 39:317-330 ( Kim, S.-H., C. Alexopoulos, K.-L. Tsui, and J. R. wilson. 2006. Online Supplement to "A Distribution-Free Tabular CUSUM Chart for Autocorrelated Data" )
  7. Kim, S.-H. and B. L. Nelson. 2006. On the Asymptotic Validity of Fully Sequential Selection Procedures for Steady-State Simulation, Operations Research, 54:475-488
  8. Goldsman, D., K. Kang, S.-H. Kim, A. F. Seila, and G. Tokol. 2005. Combining Standardized Time Series Area and Cramer-von Mises Variance Estimators, Naval Research Logistics, in press
  9. Batur, D. and S.-H. Kim. 2005. Fully Sequetial Selection Procedures with Parabolic Boundary, IIE Transactions, 38:749-764
  10. Kim, S.-H. and J. R. Wilson. 2005. A Discussion on 'Detection of Intrusions in Information Systems by Sequential Change-Point Methods' by Tartakovsky et al., Statistical Methodology, 3:315–319
  11. Kim, S.-H., B. L. Nelson, and J. R. Wilson. 2005. Some Almost-Sure Convergence Properties Useful in Sequential Analysis, Sequential Analysis , 24(4):411-419
  12. Kim, S.-H. 2005. Comparison with a Standard via Fully Sequential Procedure, ACM TOMACS, 15(2):155-174
  13. Joesel, J., B. L. Nelson, and S.-H. Kim. 2003. Using Ranking and Selection to `Clean Up' After Simulation Optimization, Operations Research, 51:814-825
  14. Chang, W., S.-H. Kim, and B. Vidakovic. 2003. Wavelet-Based Estimation of a Discriminant Function, Applied Stochastic Models in Business and Industry, 19:185-198
  15. Goldsman, D., S.-H. Kim, W. Marshall, and B. L. Nelson. 2002. Ranking and Selection Procedures for Steady-State Simulation: Procedures and Perspectives, Informs Journal on Computing, 14:2-19
  16. Kim, S.-H. and B. L. Nelson. 2001. A Fully Sequential Procedure for Indifference-Zone Selection in Simulation, ACM TOMACS, 11:251-273

Submitted and Working Papers

  1. Healey, C., D. Goldsman, and S.-H. Kim. An Overlapping Durbin-Watson Variance Estimator for Simulations, submitted.
  2. Park, C., P. Mane, P. K. Park, J. Kim, and S.-H. Kim. Impact of Uncertainty on Cost Estimation and Risk Analysis for Full-size RO Desalination Plants, Technical Report.
  3. Lee, J. J., S.-H. Kim, Y. Lee, and J. R. Wilson. Monitoring High-Dimensional Processes Using a Wavelet-Based Distribution-Free Tabular CUSUM Chart, Technical Report.
  4. Healey, C., S. Andradóttir, and S.-H. Kim. Sequential procedures for comparison with multiple constraints, Technical Report.
  5. Healey, C., S. Andradóttir, and S.-H. Kim. Fully Sequential Procedures with Dormancy for Comparing Constrained Systems, Technical Report.
  6. Healey, C., S. Andradóttir, and S.-H. Kim. Minimal Switching Procedures for Constrained Ranking and Selection under Independent and Common Random Numbers, working paper.

Publications in Referred Conference Proceedings

  1. Lee, J. J., C. Alexopoulos, D. Goldsman, S.-H. Kim, K.-L. Tsui, and J. R. Wilson. 2008. A Distribution-Free Tabular Cusum Chart for Correlated Data with Automated Variance Estimation, Proceedings of the 2008 Winter Simulation Conference, 417–425.
  2. Kim, S.-H. and B. L. Nelson. 2007. Recent Advances in Ranking and Selection, Proceedings of the 2007 Winter Simulation Conference, 162–172.
  3. Healey, C., D. Goldsman, and S.-H. Kim. 2007. Ranking and Selection Techniques with overlapping variance estimators, Proceedings of the 2007 Winter Simulation Conference, 522–529.
  4. Mane, P., H. Hyung, M. Wilf, J. Brown, J. S. Park, S.-H. Kim, and J. H. Kim. 2007. R0 Process Design Optimization based on Stochastic Cost Estimation Model Coupled with Process Performance Simulation Model, Proceedings of the AWWA Membrane Technology Conference.
  5. Hyung, H., P. Mane, J. Brown, M. Wilf, J. S. Park, S.-H. Kim, and J. H. Kim. 2007. Boron Rejection by SWRO Membrane Process: From Lab-scale Mechanistic Study to Full-Scale Process Simulation.
  6. Kim, S.-H. 2006. Monitoring Variability of Autocorrelated Data Using Standardized Time Series Variance Estimators, Proceedings of the 2006 Winter Simulation Conference, 231-237.
  7. Goldsman, D., S.-H. Kim, and B. L. Nelson. 2005. Statistical Selection of the Best System, Proceedings of the 2005 Winter Simulation Conference, 178-187.
  8. Alexopoulos, C. and S.-H. Kim. 2005. Review of Advanced Methods for Simulation Output Analysis, Proceedings of the 2005 Winter Simulation Conference, 188-201.
  9. Batur, D. and S.-H. Kim. 2005. Finding The Set of Feasible Systems When the Number of Systems or Constraints is Large , Proceedings of the 2005 Winter Simulation Conference, 692-698.
  10. Andradottir, S., D. Goldsman, and S.-H. Kim. 2005. Finding The Best in the Presence of a Stochastic Constraint , Proceedings of the 2005 Winter Simulation Conference , 732-738.
  11. Malone, G. J., S.-H. Kim, D. Goldsman, and D. Batur. 2005. Performance of Variance Updating Procedures on Various Data , Proceedings of the 2005 Winter Simulation Conference , 825-832.
  12. Court, M., J. Pittman, C. Alexopoulos, D. Goldsman, S.-H. Kim, M. L. Loper, and A. R. Pritcheet. 2004. A Framework for Simulating Human Cognitive Behavior and Movement when Predicting Impacts of Catastrophic Events. Proceedings of the 2004 Winter Simulation Conference, 830-838.
  13. Kim, S.-H. 2003. Comparison with a Standard via Fully Sequential Procedures, Proceedings of the 2003 Winter Simulation Conference, 528-534.
  14. Kim, S.-H. and B. L. Nelson. 2003. Selecting the Best System, Proceedings of the 2003 Winter Simulation Conference , 101-112.
  15. Alexopoulos, C. and S.-H. Kim. 2002. Output Data Analysis for simulations, Proceeding of the 2002 Winter Simulation Conference , 85-96.
  16. Goldsman, D., S.-H. Kim, W. Marshall, and B. L. Nelson. 2000. Ranking and Selection Procedures for Steady-State Simulation, Proceeding of the 2000 Winter Simulation Conference , 544-552.

Courses

Personal Interests

Flute

last update 2/9/10