Which of the following is NOT a goal of simulation?

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BlackTom AI · Accepted Answer

The question asks which statement is NOT a goal of simulation. I will evaluate each option in turn before identifying the incorrect one.
Option 1: 'Identify the best scenario among several hypothetical scenarios.' This aligns with a common use of simulation, which is to compare alternative scenarios and identify which performs best under given criteria. This is a valid simulation goal.
Option 2: 'Test alternative product designs, scheduling policies, new facility locations and different machines with different capabilities.' This describes typical applications of simulation models to explore how changes in design, policy, or layout impact performance, making it a legitimate goal.
Option 3: 'Find the optimal solution.' While optimization can be an outcome of simulation, classic simulation studies focus on understanding system behavior, evaluating scenarios, and estimating performance metrics rather than guaranteeing a single optimal solution. In many cases, finding a true optimum may require additional optimization methods beyond basic simulation. This is the key candidate for not being a primary simulation goal.
Option 4: 'Perform risk analysis before costly changes.' Simulation is frequently used to assess risks, quantify uncertainty, and foresee potential adverse outcomes before implementing costly changes, so this is a valid goal.
Option 5: 'Dealing with relatively complex systems.' One of the strengths of simulation is modeling complex, real-world systems to study their behavior, which makes this a standard goal.
Putting the evaluations together, the statement that least fits the core aim of simulation is Option 3, since simulation itself is more about exploring scenarios and understanding performance under uncertainty rather than guaranteed optimal solutions. The other options describe common simulation objectives, while 3 centers on optimization, which often requires separate or additional methods beyond the core simulation study.

Business Modeling & Optimization - DAT-3659 - BMBAN2 A1. In-Class Data Optimization Final Exam (90 Minutes) (Remotely Proctored)

Which of the following is NOT a goal of simulation?

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