Monte Carlo Simulation

Monte Carlo Simulation


Asked by 5 years ago
403.4k points

**Introduction:

** The following task, in which you are asked to conduct a small number of simulation trials, should be done with manual calculations. Please be aware that the simulation results of such a small number of trials would not be sufficient for one to draw valid conclusions in a real situation. A large number of trials run on a computer would be necessary in order to arrive at a valid conclusion.

**Given:

** Management has asked you to help estimate the most likely cost per unit to produce a new product so that they can project profits at different selling prices. You are to simulate cost behavior using probabilistic simulation (Monte Carlo simulation) and have been provided with the following cost estimates. Materials cost will range between $33 and $39 per unit, labor between $22 and $26 per unit, and utilities between $3 and $5 per unit. The probability distributions of cost per unit are as follows.

Materials:

  The probability is .18 that the cost will be $33.

  The probability is .23 that the cost will be $35.

  The probability is .32 that the cost will be $37.

  The probability is .27 that the cost will be $39.

Labor:

  The probability is .12 that the cost will be $22.

  The probability is .18 that the cost will be $23.

  The probability is .22 that the cost will be $24.

  The probability is .28 that the cost will be $25.

  The probability is .20 that the cost will be $26.

Utilities:

  The probability is .26 that the cost will be $3.

  The probability is .43 that the cost will be $4.

  The probability is .31 that the cost will be $5.

** Task:**

 

A.  Using the attached Simulation Template, determine the following:

  1.  Average materials cost per unit

2.  Average labor cost per unit

3.  Average utilities cost per unit

4.  Average total cost per unit

_ Note: Run 10 trials using the random numbers that are provided on the Simulation Template for each probability distribution. Use the random numbers in the exact sequence that they appear on the template for each cost._

 

Note: Submit your completed spreadsheet as an attachment to this task.

 

B.  Determine the selling price per unit that should be established for this product using your simulation results and assuming that the company wants to realize an average markup of $20 on each unit sold.

 

 

Monte Carlo
baptiste

1 Answer

Answered by 5 years ago
405.9k points

Oh Snap! This Answer is Locked

 Monte Carlo Simulation

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Excerpt from file: Materials Cost Probability Cumulative Probability Percentage Cumulative Probability 1 18 41 73 100 Labor Cost Probability Cumulative Probability Percentage Cumulative Probability 0.3 0.8 0.2 1 12 30 52 80 100 Utilities Cost Probability Cumulative Probability Percentage Cumulative

Filename: M000039.xlsx

Filesize: 11.3K

Downloads: 14

Print Length: 4 Pages/Slides

Words: 282

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Asked: 5 years ago

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