Exam 27: Simulation

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One effective use of simulation is to study problems for which the mathematical models of operations management are not realistic enough.

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A distribution of service times at a waiting line indicates that service takes 12 minutes 30 percent of the time and 14 minutes 70 percent of the time.This distribution has been prepared for Monte Carlo analysis.The first four random numbers drawn are 07,60,77,and 49.What is the average service time of this simulation?

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Simulation models that are based on the generation of random numbers may fail to give the same solution in repeated use to any particular problem.

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Define simulation.

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From a portion of a probability distribution,you read that P(demand = 0)is 0.25,and P(demand = 1)is 0.30.What are the random number intervals for this distribution beginning with 01?

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Results of simulation experiments with large numbers of trials or long experimental runs will generally be better than those with fewer trials or shorter experimental runs.

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One of the advantages of simulation is that:

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A(n)________ is the accumulation of individual probabilities of a distribution.

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Simulation may be capable of producing a more appropriate answer to a complex problem than can be obtained from a mathematical model.

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What are the advantages and disadvantages of simulation models?

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"Time compression" and the ability to pose "what-if?" questions are elements of:

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Despite the powerful simulation software available today,good simulation models can take a long time to develop.

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Identify the seven steps involved in using simulation.

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Which of the following is NOT a disadvantage of simulation?

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From a portion of a probability distribution,you read that P(demand = 0)is 0.05 and P(demand = 1)is 0.10.The cumulative probability for demand = 1 would be which of the following?

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Complete the following table in preparation for a Monte Carlo simulation. Complete the following table in preparation for a Monte Carlo simulation.

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Explain what is meant by the statement: "simulation is not limited to using the standard probability distributions."

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Virtually all large-scale simulations take place on computers,but small simulations can be conducted by hand.

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Which of the following is NOT a step in running a Monte Carlo simulation?

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Which of the following is TRUE regarding simulation?

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