Dr Michael Johnstone
|Position:||Senior Research Fellow In Defence Simulation|
|Faculty or Division:||Research|
|Department:||Cent Intelligent Systems Res|
|Campus:||Geelong Waurn Ponds Campus|
|Phone:||+61 3 52271104 +61 3 52271104|
Dr Michael Johnstone is currently a research fellow with the Centre for Intelligent Systems Research at Deakin University. His research is directed toward the improved performance of complex engineered systems, operating with uncertainty and variability, using process simulation, soft computing, and simulation-based optimisation. He has experience in a wide range of industrial sectors, including manufacturing, logistics, airports, warehousing and mining.
 S. Nahavandi, D. Creighton, M. Johnstone, and V. T. Le, "Airport operations: a system-of-systems approach," in Systems of systems engineering: principles and applications Boca Raton, Fla.: CRC Press, 2009, pp. 403-419.
 S. Nahavandi, D. Creighton, M. Johnstone, V. T. Le, and J. Zhang, "Simulation-based knowledge management in airport operations," in Integration of Practice-oriented Knowledge Technology: Trends and Prospectives, M. Fathi, Ed., 2012, pp. 83- 96.
 S. Araghi, A. Khosravi, M. Johnstone, and D. Creighton, "A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game," Engineering Applications of Artificial Intelligence, 2013.
 G. Beliakov, D. Creighton, M. Johnstone, and T. Wilkin, "Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers," Computer Physics Communications, vol. 184, pp. 1999-2004, 2013.
 G. Beliakov, M. Johnstone, D. Creighton, and T. Wilkin, "An efficient implementation of Bailey and Borwein’s algorithm for parallel random number generation on graphics processing units," Computing, vol. 95, pp. 309-326, 2012.
 G. Beliakov, M. Johnstone, and S. Nahavandi, "Computing of high breakdown regression estimators without sorting on graphics processing units," Computing, vol. 94, pp. 433-447, 2012/05/01 2012.
 M. Johnstone, D. Creighton, and S. Nahavandi, "Status-based Routing in Baggage Handling Systems: Searching verses Learning," Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on,, vol. 40, pp. 189-200, 2010.
 M. Johnstone, D. Creighton, and S. Nahavandi, "Enabling industrial scale simulation / emulation models," in WSC 07 Proceedings of the 2007 Winter Simulation Conference, Washington, D.C., 2007, pp. 1028-1034.
 V. Le, J. Zhang, M. Johnstone, S. Nahavandi, and D. Creighton, "A generalised data analysis approach for baggage handling systems simulation," in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Seoul, Korea, 2012.
 J. Zhang, V. Le, M. Johnstone, S. Nahavandi, and D. Creighton, "Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre," in 14th International Conference on Computer Modelling and Simulation (UKSim), Cambridge UK, 2012, pp. 470-475.