Dr. John O. Miller, Associate Professor of Operations Research
Publications
REFEREED JOURNALS
Kelleher, C. K., Hill, R. R., Bauer, K. W., Miller, J. O. “Using Dynamic Bayesian Networks as Simulation Metamodels Based on Bootstrapping.” Computers & Industrial Engineering, Vol 115, pp. 595-602, January 2018.
Connors, C.D., Miller, J.O., Lunday, B., "Using Agent-Based Modeling and a Designed Experiment to Simulate and Analyze a New Air-to-Air Missile," The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, DOI: 10.1177/1548512915616873, Jul 2016.
Rodriguez, J., Miller, J.O., Bauer, K.W. Jr., and Yee, F., “Mathematical Description of a Discrete Event Simulation Using Factor Analytic Method,” Journal of the Operational Research Society, Vol 63 No. 9, pp. 1179-1188, Sep 2012.
Parson, C.R., Miller, J.O., Weir, J.D., “Simulation and Analysis of Mission Capability Degrades due to Supply for the B-1 Bomber,” The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, Vol 9 No. 3, pp. 279-290, July 2012.
MacKenzie, A., Miller, J.O., Hill, R.R., and Chambal, S.P., “Application of Agent Based Modeling to Aircraft Maintenance Manning and Sortie Generation,” Simulation Modeling Practice and Theory, Vol 20 No. 1, pp. 89-98, Jan 2012.
Ponack, Ryan S. and Miller, J.O., “Capability Assessment of the High Energy Laser Liquid Area Defense System (HELLADS),” Journal of Directed Energy, Vol 3 No. 3, pp. 193-209, Winter 2009.
Miller, J.O., Bauer, K.W. Jr., Faas, P., Pawling, C.R., and Sterling, S.E., “Multivariate Analysis of a Simulated Prognostics and Health Management System,” International Journal of Logistics: Research and Applications, Vol 10 No. 1, pp. 1-10, March 2007.
Long, Scott N., Miller, J.O., Brigantic, R.T., and Goda, M.E., “Using Defocus to Improve Peak Irradiance for Air-to-Ground High-Energy Chemical-Oxygen Iodine Laser (COIL) Weapons,” Journal of Directed Energy, Vol 2, pp. 189-209, Spring 2007.
Bednar, Earl M., Bauer, K.W. Jr, and Miller, J.O., “Use of Control Variates in a Large-Scale Aggregated Combat Model,” The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, Vol 4 No. 1, pp. 29-41, January 2007.
Bassham, C. Brian, Bauer, K.W. Jr, and Miller, J.O., “Automatic Target Recognition System Evaluation Using Decision Analysis Techniques,” Military Operations Research, Vol 11, No.1, pp. 49-66, 2006.
Bertulis, Todd S. and Miller, J.O., “Using Simulation to Understand Interim Brigade Combat Team (IBCT) Munitions Logistics,” International Journal of Logistics: Research and Applications, Vol 8, No. 1, pp. 81–93, March 2005.
Alsing, S.G., Bauer, K.W., and Miller, J.O., “A Multinomial Procedure for Evaluating Pattern Recognition Algorithms,” Pattern Recognition, Vol 35 No. 11, pp. 2397-2412, 2002.
Miller, J.O., Nelson, B.L., and Reilly, C.H., “Estimating the Probability that a Simulated System Will be the Best,” Naval Research Logistics, Vol 49 No. 4, pp. 341-361, June 2002.
O’Fearna, F.C., Hill, R.R., and Miller, J.O., “A Methodology to Reduce Aerospace Ground Equipment Requirements for an Air Expeditionary Force,” International Journal of Logistics: Research and Applications, Vol 5 No. 1, pp. 75-89, March 2002.
Cordeiro, J.D., Friend, M.A., Miller, J.O., Bauer, K.W., and Kloeber, J.M., “Using Simulation to Model Time Utilization of Army Recruiters,” Military Operations Research, Vol 6 No. 3, pp. 59-68, 2001.
Miller, J.O., Nelson, B.L., and Reilly, C.H., “Efficient Multinomial Selection in Simulation,” Naval Research Logistics, Vol 45, pp. 459-482, August 1998. (This work is cited and described in “Simulation Modeling and Analysis”, by Law and Kelton, page 573.)