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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)

2 The modelling and simulation process 6 Figure 7: Measurement data A number of Information Sources (either explicit in the form of data/model/knowledge bases or implicit in the user’s mind) are used during the process: 1. A Priori Knowledge: in deductive modelling, one starts from general principles Œsuch as mass, energy, momentum conservation laws and constraintsŒ …

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