Dr. John O. Miller, Associate Professor of Operations Research
Conferences Invited
CONFERENCE PROCEEDINGS
Hill, R.R., Miller, J.O. “A History of United States Military Simulation,” Proceedings of the 2017 Winter Simulation Conference, Las Vegas NV 3-6 Dec 2017, ed. W.K.V. Chan, A. D’Ambrogio, G. Zacharewicz, N. Mustafee, G. Wainter, and E. Page, pp. 346-364.
Millar, J.R., Blake, J.A., Hodson, D.D., Miller, J.O. “Sources of Unresolvable Uncertainties in Weakly Predictive Distributed Virtual Environments,” Proceedings of the 2016 Winter Simulation Conference, Washington D.C. 11-14 Dec 2016, ed. T.M.K. Roeder, P.I. Frazier, R. Szechtman, E. Zhou, T. Huschka, and S.E. Chick.
Weimer, C.W., Miller, J.O., Hill, R.R. “Agent-Based Modeling: An Introduction and Primer,” Proceedings of the 2016 Winter Simulation Conference, Washington D.C. 11-14 Dec 2016, ed. T.M.K. Roeder, P.I. Frazier, R. Szechtman, E. Zhou, T. Huschka, and S.E. Chick.
Burns, A., Miller, J.O., Hill, R.R., "Using SEAS to Assess GPS Constellation Resiliency in an Urban Canyon Environment," Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, CA 8-11 Dec 2015, ed. L. Yilmaz, I. Moon, W.K. Chan, and T. Roeder.
Wahoske, T., Miller, J.O., Cunningham, W.A., “Cost Effectiveness Approach to B-1B Consumable and Reparable Procurement Strategies,” Proceedings of the 2014 Industrial Engineering Research Conference, Montreal, Canada, 31 May – 3 June 2014.
Weimer, C., Miller, J.O., Friend, M., Miller, J.E., “Forecasting Effects of MISO Actions: An ABM Methodology,” Proceedings of the 2013 Winter Simulation Conference, Washington D.C. 8-11 Dec 2013, ed. R. Pasupathy, S.H. Kim, A. Tolk, R. Hill, and M.E. Kuhl.
Williams, D., Miller, J.O., Mattioda, D., “Simulation and Analysis of EXPRESS Run Frequency,” Proceedings of the 2013 Winter Simulation Conference, Washington D.C. 8-11 Dec 2013, ed. R. Pasupathy, S.H. Kim, A. Tolk, R. Hill, and M.E. Kuhl.
Leiter, M., Miller, J.O., Hill, R.R., “Impact of Manpower Reductions at the Tanker Airlift Control Center,” Proceedings of the 2013 Industrial Engineering Research Conference, pp. 2128-2137, San Juan, Puerto Rico, 18-22 May 2013.
Harper, T.J., Miller, J.O, Hill, R.R., and Wirthlin, J.R., “Agent Based Simulation Design for Aggregation and Disaggregation,” Proceedings of the 2011 Winter Simulation Conference, ed. S. Jain, R.R. Creasey, J. Himmelspach, K.P. White, and M.Fu.
Parson, C.R., Miller, J.O., and Weir, J.D., “Assessing Factors that Impact TNMCS for the B-1 Bomber,” Proceedings of the 2011 Industrial Engineering Research Conference, Reno, Nevada, 21-25 May 2011.
Park, A., Miller, J.O., and Mattioda, D., “Simulation Analysis of High Velocity Maintenance for the B-1B,” Proceedings of the 2011 Industrial Engineering Research Conference, Reno, Nevada, 21-25 May 2011.
Mackenzie, A. S., Miller. J.O., and Hill, R. R., “An Exploration of the Effects of Maintenance Manning on Combat Mission Readiness Utilizing Agent Based Modeling,” Proceedings of the 2010 Winter Simulation Conference, ed. B. Johansson, S. Jain, J. Montoya-Torres, J. Hugan, and E. Yucesan.
Bednar, E. M., and Miller, J.O., “Player vs. Bot Traffic Analysis Using Artificial Neural Networks,” Proceedings of the 2010 Industrial Engineering Research Conference, Cancun, Mexico, June 2010.
Rodriguez, J., Miller, J.O., Bauer, K.W. Jr., and Neher, R.E. Jr., “Methodologies for Aggregating Large Hierarchical Simulation Models,” Proceedings of SPIE Vol 6965-11, 2008.
Rodriguez, J., Bauer, K.W. Jr., Miller, J.O., and Neher, R.E. Jr., “Building Prediction Models of Large Hierarchical Simulation Models with Artificial Neural Networks and other Statistical Techniques,” Proceedings of SPIE Vol 6978-21, 2008.
Beard, T.W., Temple, M.A., Miller, J.O., and Roberts, M.L., “Using Genetic Algorithms for Spectrally Modulated Spectrally Encoded Waveform Design,” International Waveform Diversity and Design Conference, pp. 265-269, Jun 2007.
Fass, Paul D. and Miller, J.O., “Impact of an Autonomic Logistics System on the Sortie Generation Process,” Proceedings of the 2003 Winter Simulation Conference, ed. S.E. Chick, P.J. Sanchez, D. Ferrin, and D.J. Morris.
Bertulis, Todd S. and Miller, J.O., “Using Simulation to Understand Interim Brigade Combat Team Munitions Logistics,” Proceedings of the 2002 Winter Simulation Conference, ed. E. Yucesan, C.H. Chen, J.L. Snowdon, and J.M. Charnes.
Alsing, S.G., Bauer, K.W., and Miller, J.O., “Evaluating Competing Classifiers Using a Multinomial Selection Procedure,” Artificial Neural Networks in Engineering 2000, November 2000.
McLarney, E.L., Miller, J.O., Bauer, K.W., and Fancher, R., “Modeling Leadership Effects and Recruit Type in an Army Recruiting Station,” Proceedings of the 1999 Winter Simulation Conference, ed. P. A. Farrington, H. B. Nembhard, D. T. Sturrock, and G. W. Evans, pp. 1059-1064.
Miller, J.O., and Bauer, K.W., “How Common Random Numbers Affect Multinomial Selection,” Proceedings of the 1997 Winter Simulation Conference , ed. S. Andradottir, K. J. Healy, D. H. Withers, and B.L. Nelson, pp. 342-347.
Miller, J.O., Nelson, B.L, and Reilly, C.H., “Getting More from the Data in a Multinomial Selection Problem,” Proceedings of the 1996 Winter Simulation Conference, ed. J. M. Charnes, D. M. Morrice, D. T. Brunner, and J. J. Swain, pp. 287-294.
ADDITIONAL CONFERENCE PROCEEDINGS
Miller, J.O., “Tutorial: Military Applications of Modeling and Simulation," Proceedings of the 2008 Industrial Engineering Research Conference, Vancouver, B.C. Canada, May 2008.
Hill, R., Miller, J.O., and McIntyre, G.A., “Applications of Discrete Event Simulation Modeling to Military Problems,” Proceedings of the 2001 Winter Simulation Conference, ed. B.A. Peters, J.S. Smith, D.J. Medeiros, and M.W. Rohrer, pp. 780-788.
Miller, J. O., Malley, M.E., and Hill R., “Modeling Prognostic Health Management for the Joint Strike Fighter,” Proceedings Of Industrial Engineering Research Conference 2001, Dallas TX, 20 May 2001.
Nelson, B.L., Ware, P., Cario, M.C., Harris, C.A., Jamison, S.A., Miller, J.O., Steinbugl, J., and Yang, J., “Input Modeling When Simple Models Fail,” Proceedings of the 1995 Winter Simulation Conference, ed. C. Alexopoulos, K. Kang, W. R. Lilegdon, and D. Goldsman, pp. 93-100. (This work is cited and described in “Simulation Modeling and Analysis”, by Law and Kelton, page 380.)
CONFERENCE PRESENTATIONS
Miller, J.O., Parson, C.R., and Park, A., “Simulation and Analysis of Maintenance and Supply Processes for the B-1 Strategic Bomber,” Midwest INFORMS Conference, The Ohio State University, 1- 2 Aug 2012.
Miller, J.O., “Some AFIT Constructive Combat Simulations,” Midwest INFORMS Conference, The Ohio State University, 1- 2 Aug 2012.
Miller, J.O., Parson, C.R., and Park, A., “Simulation and Analysis of Maintenance and Supply Processes for the B-1 Strategic Bomber,” IFORS, Melbourne Australia, 12 Jul 2011.
Parson, C.R., Miller, J.O., and Weir, J.D., “Simulation Modeling and Analysis of TNMCS for the B-1 Strategic Bomber,” A2L2 Conference, St. Louis, MO, 6-9 Dec 2010.
Passey, A.J., and Miller, J.O., “Modeling IO Effects with HELIOS,” 78th MORS Symposium, Quantico, VA, 21-24 June 2010.
Bednar, Earl M. and Miller, J.O., “Identification and Classification of Player Types in Massive Multiplayer Online Games Using Avatar Behavior,” OR-OHIO Lecture Series, The Ohio State University, OH, 28 May 2010.
Van Kuiken, J.A. and Miller, J.O., “Unmanned Aerial System Analysis Using Agent Based Modeling,” Industrial Engineering Research Conference 2009, Miami, FL, May 2009.
Ponack, Ryan S. and Miller, J.O., “Modeling High Energy Liquid Laser Area Defense System (HELLADS) in a Mission Level Simulation,” Directed Energy Modeling and Simulation Conference. Monte Rey, CA, Mar 2008.
Honabarger, Jason B. and Miller, J.O., “Modeling and Measuring Network Centric Warfare (NCW) With the System Effectiveness Analysis Simulation (SEAS),” 11th International Command and Control Research Technology Symposium, Cambridge, UK, 26-28 Sep 2006. (Best paper in Working Group).
Honabarger, Jason and Miller, J.O., “Modeling Network Centric Warfare (NCW) with SEAS,” MORS Symposium, USAF Academy, CO, 13-15 Jun 2006.
Honabarger, Jason and Miller, J.O., “Modeling Network Centric Warfare (NCW) with SEAS,” SEAS User’s Group Meeting, San Pedro, CA, 27 April 2006.
Rucker, Jeffrey and Miller, J.O., “Using Agent-Based Modeling to Search for Elusive Hiding Targets,” SEAS User’s Group Meeting, San Pedro, CA, 27 April 2006.
Miller, J.O., “High Performance Computing (HPC) in Combat Modeling at AFIT,” HPC Forces Modeling Simulation IMT, Orlando, FL, 9 -10 Mar 2006.
Bauer, Kenneth W. Jr., Oxley, M., and Miller, J.O., “Sensor Fusion for Automatic Target Recognition,” AFOSR Mathematics and Discrete Optimization Program Review, Fort Walton Beach, FL, 11-12 Mar 2006.
Bednar, Earl J., Bauer, K. W. Jr, and Miller, J.O., “Feasibility Study of Variance Reduction in the THUNDER Campaign Level Model,” 73rd MORS Symposium, West Point, NY, 21 – 23 Jun 2005.
Miller, J.O., “Constructive Combat Models: Climbing the Pyramid,” High Energy Laser Joint Technology Office (HEL/JTO) Modeling and Simulation Technical Area Working Group (TAWG) Program Review, AFIT, 15 – 16 Jun 2005.
Bednar, Earl J., Bauer, K. W. Jr, and Miller, J.O., “Feasibility Study of Variance Reduction in the THUNDER Campaign Level Model,” THUNDER User’s Group Meeting, Arlington, VA, 7 - 9 Jun 2005.
Long, Scott N. and Miller, J.O., "Development of a Predictive Model for Peak Irradiance and Peak-Centered Power-in-the Bucket (PIB) of Thermally Bloomed Air-to-Ground HEL Beams," Directed Energy Modeling and Simulation Conference. Tampa, FL, Mar 2005.
Markham, James A. and Miller, J.O., “Advanced Tactical Laser High Energy Laser Lethality Study,” Directed Energy Modeling and Simulation Conference. Tampa, FL, Mar 2005.
Miller, J.O., “High Performance Computing (HPC) and Combat Modeling at AFIT,” HPC Conference IPT. HPC Forces Modeling Simulation IMT, Orlando, FL, Mar 2005.
Miller, J.O., Pawling C.R.., and Chambal S.P., “Modeling the U.S. Military Intelligence Process,” Ninth International Command and Control Research and Technology Symposium. Copenhagen, Denmark, Sep 2004.
Pawling C.R.., Miller, J.O. and Chambal S.P., “Modeling and Simulation of the U.S. Military Intelligence Process,” presented at 72nd MORS Symposium, Monte Rey, CA, Jun 2004.
Cook, Michael T. and Miller, J.O., “Improving the Estimation of Military Worth of the Advanced Tactical Laser Through Simulation Aggregation,” Directed Energy Modeling and Simulation Conference. Huntsville, AL Mar 2004.
Long, Scott N. and Miller, J.O., “Gaussian Fits to Wave-Optics Thermal Blooming Simulation Output,” Directed Energy Modeling and Simulation Conference. Huntsville, AL Mar 2004.
Azar, Maurice and Miller, J.O., “Assessing the Treatment of Airborne Tactical High Energy Lasers in Combat Simulations,” Directed Energy Modeling and Simulation Conference. Albuquerque, NM 26 Mar 2003.
Miller, J.O., “Discrete Event Simulation of Military Applications,” Summer Institute on Advanced Computing 2002: Visualization, Imaging, and Modeling. Wright-State University, Aug 28 2002.
McIntyre, G.A., Hill, R., and Miller, J.O., “Applications of Discrete Event Simulation Modeling to Military Problems,” tutorial presented at the 2000 Winter Simulation Conference, Orlando Florida, 10 December 2000.
Hill, R., Festejo, R., and Miller, J.O., “Modeling the Modular Aircraft Support System for Improved Air Force Logistics,” Industrial Engineering Research Conference 2000, Cleveland OH, 23 May 2000.
Rebulanan, R., Miller, J.O., and Hill, R., “Modeling the Joint Strike Fighter’s Autonomic Logistics System,” Industrial Engineering Research Conference 2000, Cleveland, Ohio, 23 May 2000.
Miller, J.O., “A New Sequential Goodness-of-Fit Test for the Three-Parameter Weibull Distribution with Known Shape Based on Skewness and Kurtosis,” Spring National Meeting of the Institute for Operations Research and Management Sciences (INFORMS), Cincinnati, OH, May 1999.
Cordeiro, J.D., Friend, M., Bauer, K.W., Miller, J.O., and Kloeber, J.M., “Using Simulation to Model Time Utilization of Army Recruiters,” presented at 37th Army Operations Research (AOR) Symposium, Fort Lee, KS, Oct 1998.
Buschor, D., Hill, R., and Miller, J.O., “Sensitivity Analysis of Brawler Pilot Skill Levels,” presented at 66th MORS Symposium, Monte Rey, CA, June 1998.
Cordeiro, J.D., Friend, M., Bauer, K.W., Miller, J.O., and Kloeber, J.M., “Using Simulation to Model Time Utilization of Army Recruiters,” presented at 66th MORS Symposium, Monte Rey, CA, June 1998. Selected as best presentation in the Manpower and Personnel Working Group and Nominated for the Barchi Prize.
Smetek, T. A., Murdock, W.P., and Miller, J.O., “Alternative Assessment for an Aircraft Maintenance Process Using Simulation Modeling and Response Surface Analysis,” presented at 66th MORS Symposium, Monte Rey, CA, June 1998.
Miller, J.O. and Schroeder, G., “The Implications of a U.S. Spaced Based Defense System on U.S. ICBM Fly Out,” presented at 56th MORS Symposium, Monte Rey, CA, Jun 1988.