In modelling and simulation, __________ is performed by comparing experiment…

2022

In modelling and simulation, __________ is performed by comparing experiment measurements with the simulation results within the context of an Experimental Frame.

  1. A.

    Verification

  2. B.

    Validation

  3. C.

    Testing

  4. D.

    Comparison

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Correct answer: B

CONCEPT: In Zeigler's Theory of Modeling and Simulation, a Real System, a Model, and a Simulator operate together within a specified Experimental Frame — the set of conditions, inputs, and observed variables that define the circumstances under which the system is studied. Two distinct checks establish trust in this framework: Verification confirms that the Simulator correctly executes the instructions of the Model (a Model-to-Simulator relation, with no real-world data involved), while Validation confirms that the Model's behaviour matches the actual behaviour of the Real System — judged by comparing real-system (experimental) measurements against the simulation's output, within that same Experimental Frame.

APPLICATION: The blank in this question describes exactly the second check: taking measurements gathered from experiments on the real system and comparing them with the results produced by the simulation, within the context of the Experimental Frame. That real-data-versus-simulated-data comparison is precisely how Validation is defined and carried out.

CROSS-CHECK — why the other terms don't fit:

  • Verification checks whether the simulator correctly implements the model's own internal logic and specification — a Model-to-Simulator check that never compares against real-system experimental measurements.

  • Testing is the broad software-engineering activity of exercising an implementation to uncover defects; it is not the specific modelling-and-simulation term for comparing real measurements against simulation output inside an Experimental Frame.

  • Comparison names only the generic act of comparing two data sets; it is not itself a defined stage of the modelling-and-simulation lifecycle.

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