ABSTRACT
There continues to be many advances in the theory and practice of Modeling and Simulation (M&S). However, some of these can be considered as Grand Challenges; issues whose solutions require significant focused effort across a community, sometimes with ground-breaking collaborations with new disciplines. In 2002, the first M&S Grand Challenges Workshop was held in Dagstuhl, Germany, in an attempt to focus efforts on key areas. In 2012, a new initiative was launched to continue these Grand Challenge efforts. Panel members of this third Grand Challenge present their views on M&S Grand Challenges. Themes presented in this panel include M&S Methodology; Agent-based M&S; M&S in Systems Engineering; Cyber Systems Modeling; and Network Simulation.
- Taylor, S.J.E., Fishwick, P.A., Fujimoto, R., Page, E.H., Uhrmacher, A.M., Wainer, G. 2012. Panel on Grand Challenges for Modeling and Simulation. In Proceedings of the Winter Simulation Conference 2012. ACM Press, NY. Google ScholarDigital Library
- Taylor, S.J.E., Khan, A., Morse, K.L., Tolk, A., Yilmaz, L, Zander, J. 2013. Grand Challenges on the Theory of Modeling and Simulation. In Proceedings of the 2013 Symposium on the Theory of Modeling and Simulation. SCS, Vista, CA. To appear.Google ScholarDigital Library
- Balci, O. 1988. The Implementation of Four Conceptual Frameworks for Simulation Modeling in High-Level Languages. In Proceedings of the 1988 Winter Simulation Conference. ACM Press, NY. 287--295. Google ScholarDigital Library
- Balci, O. 2012. A life cycle for modeling and simulation. Simulation: Transactions of the Society for Modeling and Simulation International. 88, 7, 870--883. Google ScholarDigital Library
- Balci, O. 2010. Golden rules of verification, validation, testing, and certification of modeling and simulation applications. SCS M&S Magazine. Oct. 2010 Issue 4, The Society for Modeling and Simulation International (SCS), Vista, CA.Google Scholar
- Balci, O., Arthur, J. D., and Ormsby, W. F. 2011. Achieving reusability and composability with a simulation conceptual model. Journal of Simulation 5, 3, 157--165.Google ScholarCross Ref
- Holland, J. 1999. Emergence, From Chaos to Order. Basic Books. Google ScholarDigital Library
- Siebers, P. O., Macal, C. M., Garnett, J., Buxton, D., and Pidd M. 2010. Discrete-event Simulation is Dead, Long Live Agent-based Simulation! Journal of Simulation, 4, 3, 204--210.Google Scholar
- National Academy of Engineering. 2008. Introduction to the Grand Challenges for Engineering. Website accessed 15 February 2013: http://www.engineeringchallenges.org.Google Scholar
- Committee on Pre-Milestone A Systems Engineering. 2009. Pre-Milestone A and Early-Phase Systems Engineering: A Retrospective Review and Benefits for Future Air Force Acquisition. The National Academies Press.Google Scholar
- Stevens, R., Brook, P., Jackson, K., and Arnold, S. 1998. Systems Engineering: Coping with Complexity. Prentice Hall.Google Scholar
- Haskins, Cecilia (ed.). 2007. Systems Engineering Handbook: A Guide for System Life Cycle Processes and Activities, INCOSE-TP-2003-002-03.1, version 3.1.Google Scholar
Index Terms
- Grand challenges in modeling and simulation: expanding our horizons
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