Please use this identifier to cite or link to this item: https://doi.org/10.1109/WSC.2012.6465059
Title: An integrated approach for the validation of emergence in component-based simulation models
Authors: Szabo, C.
Teo, Y.M. 
Issue Date: 2012
Source: Szabo, C.,Teo, Y.M. (2012). An integrated approach for the validation of emergence in component-based simulation models. Proceedings - Winter Simulation Conference. ScholarBank@NUS Repository. https://doi.org/10.1109/WSC.2012.6465059
Abstract: Emergent properties are becoming increasingly important as systems grow in size and complexity. Despite recent research interest in understanding emergent behavior, practical approaches remain a key challenge. This paper proposes an integrated approach for the identification of emergence with two perspectives. A post-mortem emergence analysis requires a-priori knowledge about emergence and can identify the causes of emergent behavior. In contrast, a live analysis, in which emergence is identified as it happens, does not require prior knowledge and relies on a more rigorous definition of individual model components in terms of what they achieve, rather than how. Our proposed approach integrates reconstructability analysis in the validation of emergence included in our proposed component-based model development life-cycle. © 2012 IEEE.
Source Title: Proceedings - Winter Simulation Conference
URI: http://scholarbank.nus.edu.sg/handle/10635/41319
ISBN: 9781467347792
ISSN: 08917736
DOI: 10.1109/WSC.2012.6465059
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

6
checked on Dec 13, 2017

Page view(s)

46
checked on Dec 16, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.