Title :
Breadth-depth triangulation for validation of modeling and simulation of complex systems
Author :
Reynolds, William N.
Author_Institution :
Least Squares Software, Inc., Albuquerque, NM, USA
Abstract :
We give an approach for supporting validation for complex modeling and simulation. We present a means of characterizing methods, Breadth-Depth, which encompasses techniques ranging from simulation to unstructured human judgment. Based on this framework, we argue that a cost-effective method V&V of complex simulations is triangulation of simulation against breadth methods. We propose a specific instantiation of this approach, based on morphological analysis (MA). We describe a software tool to support MA-based breadth-depth triangulation.
Keywords :
problem solving; software tools; breadth-depth triangulation; morphological analysis; software tool; Analytical models; Costs; Error analysis; Feeds; Humans; Investments; Least squares methods; Software tools; Testing; Uncertainty; M&S; Morphological Analysis; V&V; modeling; simulation; triangulation; validation;
Conference_Titel :
Intelligence and Security Informatics (ISI), 2010 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-6444-9
DOI :
10.1109/ISI.2010.5484739