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Modelling and Simulation Concepts

ModellingandSimulationConceptsCS522 FallTerm2001 HansVangheluweAta rstglance,it is , a varietyofapplicationdomainssuchas uiddynamics,energysystems,andlogisticsma nagementmake useofit inoneformoranother. Dependingonthecontext,modellingandsimula tionis oftenseenasa sub-setofSystemsTheory, ControlTheory, NumericalAnalysis,ComputerScience,Arti cialIntelligence, , modellingandsimulationintegratesallofthe above , paradigm,it is a wayofrepresentingproblemsandthinkingabou tthem,asmuchasa ,abstractmodelsarebuiltinductivelyfromob servationsofa ,modelsdeductivelyderivedfroma prioriknowledgeareusedtobuildasystem, ,aniterative combinationofanalysisanddesignisneededto solve onthebehaviourofdynamical( ,time-varying)systems,staticsystems(such asentity-relationship modelsandclassdiagrams,describedin theUni edModellingLanguageUML[RJB99])area (obeyingconservationandconstraintlaws)an dnon-physical(informational,suchassoftwa re)

1 Basic concepts In the following, an introduction to the basic concepts of modelling and simulation is given. Figure 1 presents modelling and simulation concepts as introduced by Zeigler [Zei84, ZPK00]. Object is some entity in the Real World. Such an object can exhibit widely varying behaviour depending on the context

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