Simulation and Modeling MCQ Test 1

1. What is the primary use of sensitivity analysis in simulation?

2. Which technique is commonly used for statistical analysis in simulation?

3. What challenges arise from 'model validation' in simulation and modeling?

4. In system dynamics modeling, what does a 'feedback loop' represent?

5. What distinguishes 'probabilistic modeling' from 'deterministic modeling'?

6. What is the primary advantage of using simulation over analytical methods?

7. Which modeling technique focuses on representing a system as a network of interacting components?

8. Which method is commonly used for discrete-event simulation?

9. In the context of simulation modeling, what does 'replication' refer to?

10. In simulation modeling, what does the term 'warm-up period' refer to?

11. Which statistical distribution is commonly used in simulation for uncertainty modeling?

12. What is the primary purpose of 'optimization techniques' in simulation modeling?

13. What is the primary objective of a Monte Carlo simulation?

14. In system dynamics, what does a 'stock' represent?

15. Which phase of simulation modeling involves designing the actual simulation experiment?

16. In simulation modeling, what does 'warm-up period' signify?

17. How does 'model fidelity' impact the accuracy of simulation results?

18. In system dynamics modeling, what does a 'flow' represent?

19. What is the purpose of Monte Carlo simulation in modeling?

20. How does 'model coupling' impact the complexity of a simulation?

21. What does 'convergence' refer to in simulation modeling?

22. Which phase of simulation modeling involves analyzing the results?

23. Which software is primarily used for agent-based modeling?

24. Which factor is crucial for the success of a simulation study?

25. What is the primary objective of 'verification' in simulation and modeling?

26. Which phase of simulation modeling involves generating experimental designs?

27. Which simulation approach is suitable for modeling real-time systems where timing constraints are critical?

28. How does 'validation' differ from 'verification' in simulation and modeling?

29. What distinguishes 'steady-state simulation' from dynamic simulation?

30. What is the main advantage of using simulation over analytical methods?

31. What is the primary goal of sensitivity analysis in simulation modeling?

32. What is the primary use of 'random number generators' in simulation?

33. What is the purpose of a probability distribution in simulation modeling?

34. What does the term 'sensitivity analysis' refer to in simulation?

35. How does the Euler method contribute to numerical simulation?

36. What challenges are associated with 'convergence' in iterative simulation algorithms?

37. In the context of modeling, what does 'agent-based simulation' involve?

38. How does 'model abstraction' influence the simulation outcome?

39. In modeling, what does the term 'input' refer to?

40. Which type of simulation models the behavior of a system over time?

41. In the context of simulation, what does 'scalability' refer to?

42. What does the acronym 'DEVS' stand for in the context of simulation?

43. Which software is widely used for system dynamics modeling?

44. What is the primary purpose of using 3D modeling in simulations?

45. Which simulation method is commonly used for modeling complex systems with random variables?

46. What is the primary purpose of statistical analysis in simulation?

47. Which method is commonly used for 'discrete-event simulation'?

48. Which type of simulation is used for modeling continuous processes?

49. What is the primary purpose of sensitivity analysis in simulation modeling?

50. What is simulation modeling used for?