Question

Which of the following is a primary advantage of Monte Carlo simulation?

• A. It always provides exact analytical solutions
• B. It handles complex stochastic systems where analytical solutions are difficult or impossible
• C. It requires no random numbers
• D. It is only used for deterministic problems

Hint:

Monte Carlo simulation is based on \[ \boxed{ \text{Random Sampling} + \text{Repeated Simulation} } \] to analyze uncertainty in complex systems.

Answer 1

The Correct Option is B

Step 1: Recall the purpose of Monte Carlo simulation. Monte Carlo simulation is a computational technique that uses repeated random sampling to model uncertainty and variability in complex systems.

Step 2: Identify its main advantage. It is particularly useful when an analytical solution is difficult or impossible to obtain. Hence, \[ \boxed{\text{It handles complex stochastic systems where analytical solutions are difficult or impossible}.} \] Therefore, \[ \boxed{(B)} \] is the correct answer.