Title :
Controlled simplification of material flow simulation models
Author :
Huber, Daniel ; Dangelmaier, Wilhelm
Author_Institution :
Bus. Comput., esp. CIM, Heinz Nixdorf Inst., Paderborn, Germany
Abstract :
In this paper a method for controlled simplification is presented, which is able to create simplified models with specific properties concerning complexity and behavioral deviation automatically. The method requires a finite set of model component classes, of which instances a user-defined model can be created. Two techniques for simplification are used: aggregation, where a large set of components is substituted by a small set, and omission, where components are deleted without compensation. A set of simplification rules concerning the simplification techniques, the component classes and the model structures line and parallel line are defined. These rules are used by a simplification algorithm, which is embedded in a control loop of complexity measurement and behavior measurement.
Keywords :
compensation; computational complexity; discrete event simulation; materials requirements planning; behavior measurement; behavioral deviation; compensation; complexity measurement; control loop; controlled simplification; material flow simulation models; model component classes; simplification algorithm; simplification rules; simplification techniques; user-defined model; Application software; Automatic control; Computational modeling; Computer integrated manufacturing; Discrete event simulation; Electrostatic precipitators; Fluid flow measurement; Runtime; Size control; Size measurement;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2009 Winter
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-5770-0
DOI :
10.1109/WSC.2009.5429707