Title :
Epistemology of modeling and simulation
Author :
Tolk, Andreas ; Heath, Brian L. ; Ihrig, Martin ; Padilla, Jose J. ; Page, Ernest H. ; Suarez, E. Dante ; Szabo, Claudia ; Weirich, Paul ; Yilmaz, Levent
Author_Institution :
SimIS Inc., Portsmouth, VA, USA
Abstract :
While ontology deals with the question of being or existence, epistemology deals with the question of gaining knowledge. This panel addresses the challenge of how we gain knowledge from modeling and simulation. What is the underlying philosophy of science of M&S? What are our canons of research for M&S? Is it sufficient to apply the foundational methods of the application domains, or do we need to address these questions from the standpoint of M&S as a discipline? The invited experts illuminate various facets from philosophical, mathematical, computational, and application viewpoints.
Keywords :
modelling; simulation; M&S; application domains; epistemology; modeling; ontology; simulation; Communities; Computational modeling; Data models; Educational institutions; Engines; Heating; Mathematical model;
Conference_Titel :
Simulation Conference (WSC), 2013 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-2077-8
DOI :
10.1109/WSC.2013.6721504