Title :
Exploratory analysis enabled by multiresolution, multiperspective modeling
Author_Institution :
RAND & the RAND Graduate Sch., Santa Monica, CA, USA
Abstract :
The objective of exploratory analysis is to gain a broad understanding of a problem domain before going into details for particular cases. Its focus is on understanding comprehensively the consequences of uncertainty, which requires a good deal more than normal sensitivity analysis. Such analysis is facilitated by multiresolution, multiperspective modeling (MRMPM) structures that are becoming increasingly practical. A knowledge of related design principles can help build interfaces to more normal legacy models, which can also be used for exploration
Keywords :
digital simulation; modelling; sensitivity analysis; exploratory analysis; multiperspective modeling; multiresolution, multiperspective modeling; problem domain; sensitivity analysis; Analytical models; Context modeling; Microcomputers; Robustness; Sensitivity analysis; Stochastic processes; Strategic planning; Switches; Tail; Uncertainty;
Conference_Titel :
Simulation Conference, 2000. Proceedings. Winter
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-6579-8
DOI :
10.1109/WSC.2000.899731