A Formal Structure for Discrete Event Simulation. Part I: Modeling Multiple Level Systems

This paper describes the development of a cohesive framework for discrete event simulation, and the embedded decision processes of a system being modeled. The work presented in the paper is an effort to develop a scientific base for simulation modeling. The paper addresses the need for separate and...

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Bibliographic Details
Published in:IIE transactions 1996-09, Vol.28 (9), p.753-760
Main Authors: Karacal, S. Cem, Mize, Joe H.
Format: Article
Language:English
Subjects:
Applied sciences
Decision theory. Utility theory
Exact sciences and technology
Information systems
Mathematical analysis
Operational research and scientific management
Operational research. Management science
Operations research
Simulation
Studies
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Summary:This paper describes the development of a cohesive framework for discrete event simulation, and the embedded decision processes of a system being modeled. The work presented in the paper is an effort to develop a scientific base for simulation modeling. The paper addresses the need for separate and structured representations of physical and logical entities of a manufacturing system for simulation modeling. The formal and hierarchical constructs defined for physical and logical entities are based on a state-space representation that allows the integration of physical and logical facets in a model with varying degrees of detail. All the entities of a manufacturing system, from the most primitive to the most sophisticated, can be represented in a model by using one of the symbolic structures provided. The framework also describes the simulation dynamics by using the defined constructs.
ISSN:0740-817X
2472-5854
1545-8830
2472-5862
DOI:10.1080/15458830.1996.11770721