Model Continuity in Discrete Event Simulation: A Framework for Model-Driven Development of Simulation Models.

Model continuity in discrete event simulation: A framework for model-driven development of simulation models

Authors: Cetinkaya, D., Verbraeck, A., Seck, M.D.

Journal: ACM Transactions on Modeling and Computer Simulation

Publication Date: 01/04/2015

Volume: 25

Issue: 3

eISSN: 1558-1195

ISSN: 1049-3301

DOI: 10.1145/2699714

Abstract:

Most of the well-known modeling and simulation (M&S) methodologies state the importance of conceptual modeling in simulation studies, and they suggest the use of conceptual models during the simulation model development process. However, only a limited number of methodologies refers to how to move from a conceptual model to an executable simulation model. Besides, existing M&S methodologies do not typically provide a formal method for model transformations between the models in different stages of the development process. Hence, in the current M&S practice, model continuity is usually not fulfilled. In this article, a model-driven development framework for M&S is presented to bridge the gap between different stages of a simulation study and to obtain model continuity. The applicability of the framework is illustrated with a prototype modeling environment and a case study in the discrete event simulation domain.

https://eprints.bournemouth.ac.uk/31366/

Source: Scopus