|
Digital Library of the
European Council for Modelling and Simulation |
Title: |
To
Automatic Model Abstraction: A Technical Review |
Authors: |
Daniel Huber, Wilhelm Dangelmaier, Christoph Laroque, Mark Aufenanger |
Published in: |
ECMS
2007 Proceedings Edited
by: Ivan Zelinka, Zuzana Oplatkova, Alessandra Orsoni ISBN:
978-0-9553018-2-7 Doi: 10.7148/2007 21st European
Conference on Modelling and Simulation, Prague, June
4-6, 2007 |
Citation
format: |
Dangelmaier, W., Huber, D., Laroque, C., & Aufenanger,
M. (2007). To Automatic Model Abstraction: A Technical Review. ECMS 2007
Proceedings edited by: I. Zelinka, Z. Oplatkova, A. Orsoni
(pp. 453-458). European Council for Modeling and Simulation. doi:10.7148/2007-0453. |
DOI: |
http://dx.doi.org/10.7148/2007-0453 |
Abstract: |
Discrete
event models in material flow simulation are growing constantly in scope and
resolution. Model ab- straction
is necessary to allow simulation experiments of efficient runtime. Automatic
model abstraction is able to make the work of simulation experts easier. Thus
only the models with highest complexity have to be created and maintained. In
this paper tech- niques necessary for automatic
model abstraction are reviewed. At the beginning, definitions complexity and
validity are discussed. Following are methods to mea- sure these model
characteristics. And finally methods for abstraction and some practices are
presented. Con- cluding the lack of a unified
modeling framework and the lack of quantitative measures of abstraction
results is asserted. |
Full
text: |