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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)

problems. Though the focus of modelling and simulation is on the behaviour of dynamical (i.e., time-varying) systems, static systems (such as entity-relationship models and class diagrams, described in the Unied Modelling Language UML [RJB99]) are a limit-case. Both physical (obeying conservation and constraint laws) and non-physical ...

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