PUBLICATIONS and PRESENTATIONS

Found 93 results
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2019
Garrison WT, Petty MD. An Analysis of Machine Learning Online Training Approaches for Simulation Optimization. 2019 IEEE SoutheastCon. 2019 .
Govindaiah S, Petty MD. Applying Reinforcement Learning to Plan Manufacturing Material Handling, Part 2: Experimentation and Results. 2019 ACM Southeast Conference. 2019 :16-23.
Govindaiah S, Petty MD. Applying Reinforcement Learning to Plan Manufacturing Material Handling, Part 1: Background and Formal Problem Specification. 2019 ACM Southeast Conference. 2019 :168-171.
Foster KL, Petty MD. A Case Study of the Use of Design of Experiments Methods to Calibrate a Semi-Automated Forces System. 2019 ACM Southeast Conference. 2019 :133-140.
Garrison WT, Petty MD. A Comparison of Simulation Optimization Algorithm Performance. 2019 IEEE SoutheastCon. 2019 .
Mayfield KP, Petty MD, Whitaker TS, Cantrell WA, Hice SM, McClendon J, Reyes PJ. Component Selection Process in Assembling Cyberattack Simulation Models. 2019 International Conference on Security and Management. 2019 :168-174.
Mayfield KP, Petty MD, Whitaker TS, Bland JA, Cantrell WA. Component-based Implementation of Cyberattack Simulation Models. 2019 ACM Southeast Conference. 2019 :64-71.
Beck JM, Berendes T, Collins C, Pagani S, Daigle M. Development of a Deep Learning Super-Resolution Generative Adversarial Network (SGAN) for Improving the Resolution of Global Precipitation Measurement (GPM) Dual-Frequency Precipitation Radar (DPR) Data. American Geophysical Union. 2019 .
Govindaiah S, Petty MD. A discrete event simulation-based multi-objective reinforcement learning reward function for optimizing manufacturing material handling. 2019 Simulation Innovation Workshop. 2019 .
Foster KL, Petty MD. An Examination of the Tactical Impact of Drone Swarms Using a Semi-Automated Forces System Calibrated to the Historical Results of the Battle of 73 Easting. 2019 AlaSim Conference and Exhibition. 2019 .
O’Neil DA, Petty M. Heuristic Methods for Synthesizing Realistic Social Networks Based on Personality Compatibility. Applied Network Science. 2019 ;4(19).
Bland JA, Colvett CD, Cantrell WA, Mayfield KP, Petty MD, Whitaker TS. Machine Learning Cyberattack Strategies with Petri Nets with Players, Strategies, and Costs. 2019 National Cyber Summit. 2019 :1-16.
Petty M, Weisel EW. Model Composition and Reuse. In: Model Engineering for Simulation. Model Engineering for Simulation. London UK: Academic Press; 2019. pp. 57-85.
Petty MD. Modeling and Validation Challenges for Complex Systems. In: Engineering Emergence: A Modeling and Simulation Approach. Engineering Emergence: A Modeling and Simulation Approach. Boca Raton FL: CRC Press; 2019. pp. 199-216.
Petty MD, Whitaker TS, Bland JA, Cantrell WA, Mayfield KP. Modeling Cyberattacks with Extended Petri Nets: Research Program Overview and Status Report. 2019 International Conference on Modeling, Simulation, and Visualization Methods. 2019 :27-33.
Petty MD, Showers PM, Whitaker TS, Bland JA, Cantrell WA, Colvett CD, Maxwell KP. Modeling Cyberattacks with Extended Petri Nets: Research Program Update. 2019 AlaSim Conference and Exhibition. 2019 .
O’Neil DA, Petty MD. A Monte Carlo Algorithm for Generating Synthetic Social Networks Based on Personality Compatibility. 2019 IEEE SoutheastCon. 2019 .
Petty MD, Foster KL. Monte Carlo Simulation with R for Missile Defense Applications. 2019 AlaSim Conference and Exhibition. 2019 .
Bland JA, Colvett CD, Petty MD, Baker KR. Simulating Cyberattacks with a Petri Net Discrete Event Simulator. 6th Annual Conference on Computational Science and Computational Intelligence. 2019 .

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