Accelerated simulation of hierarchical military operations with tabulation technique. Issue 1 (1st February 2016)
- Record Type:
- Journal Article
- Title:
- Accelerated simulation of hierarchical military operations with tabulation technique. Issue 1 (1st February 2016)
- Main Title:
- Accelerated simulation of hierarchical military operations with tabulation technique
- Authors:
- Bae, J W
Kim, J H
Moon, I-C
Kim, T G - Abstract:
- Abstract: Recently, a challenge in defence modelling and simulation is that simulating a satisfactory number of scenarios often requires an infeasible runtime. This paper resolves this challenge by utilizing a tabulation technique that encourages reuses of the previous simulation results in hierarchical models. For example, a mission-level model may contain a number of similar engagement scenarios that must be executed multiple times by an engagement-level model. Therefore, we collapse the multiple similar executions into a single simulation run while verifying the statistical stability in the output distribution. This reuse is supported by adapting the tabulation technique to hierarchical models with the extension of an interpolation in matching the lower abstractions. An application in the naval air defence domain shows that the simulation is speeded up a maximum of seven times, while producing statistically identical simulation results with few increments in the variance.
- Is Part Of:
- Journal of simulation. Volume 10:Issue 1(2016)
- Journal:
- Journal of simulation
- Issue:
- Volume 10:Issue 1(2016)
- Issue Display:
- Volume 10, Issue 1 (2016)
- Year:
- 2016
- Volume:
- 10
- Issue:
- 1
- Issue Sort Value:
- 2016-0010-0001-0000
- Page Start:
- 36
- Page End:
- 49
- Publication Date:
- 2016-02-01
- Subjects:
- defence modelling and simulation -- tabulation technique -- hierarchical modelling -- battle experiment -- accelerated simulation -- quantization technique
Operations research -- Periodicals
Mathematical models -- Periodicals
Simulation methods -- Periodicals
511.805 - Journal URLs:
- http://www.palgrave-journals.com/jos/index.html ↗
http://www.palgrave.com/home/index.asp ↗ - DOI:
- 10.1057/jos.2014.37 ↗
- Languages:
- English
- ISSNs:
- 1747-7778
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5064.610000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 6720.xml