Title :
Using rare event modeling & networking to build scenarios and forecast the future
Author :
Arney, Chris ; Coronges, Kathryn ; Fletcher, H. ; Hagen, Josiah ; Hutchinson, Kira ; Moss, Andrew ; Thomas, Cedric
Author_Institution :
United States Mil. Acad., West Point, NY, USA
fDate :
April 29 2013-May 1 2013
Abstract :
Recent history has reminded society that prediction in the forms of scenario generation, red-teaming, war-gaming, and future planning must incorporate innovative perspectives such as rare, but impactful, events and multiple phased events. Rare event modeling is based on the premise that important events can be dominated by outliers. Current forecasting focuses on probable events. Likewise, multiple-phased actions can create paradigm shifts that move events in a new direction or push them to higher levels of impact. Therefore, impact potential must be understood, calculated, and utilized. Our network-based scenario development system provides for state-change and high-impact scenario events that enable impact measures to be calculated and used by decision makers.
Keywords :
military computing; high-impact scenario event; multiple-phased actions; network-based scenario development system; rare event modeling; state-change scenario event; Complexity theory; Earth; Economics; Force; Forecasting; Planning; Terrorism; black swan; future planning; scenario; tipping point; wargame;
Conference_Titel :
Network Science Workshop (NSW), 2013 IEEE 2nd
Conference_Location :
West Point, NY
Print_ISBN :
978-1-4799-0436-5
DOI :
10.1109/NSW.2013.6609191