In: Statistics and Probability
The Air Force will begin operating a 24-hour-a-day shipping distribution center in Dayton Ohio. The distribution center plans to employ workers during six “shifts” throughout a 24-hour period. The minimum required number of employees for each shift is provided in the table below. All employees will work two, and only two, consecutive shifts per 24-hour period; each shift is four hours long. Assume that each employee will work the same two shifts every day. All employees are paid at the same basic hourly rate, i.e., $40 per hour. However, there is a 20% premium for each hour worked in shift #1, #5, and #6.
Formulate a Linear Programming Model that will minimize the total daily labor cost of the center while meeting the employment needs of the shipping distribution center.
| Shift # | 1 | 2 | 3 | 4 | 5 | 6 | 
| Period | 0200-600 | 0600-1000 | 1000-1400 | 1400-1800 | 1800-2200 | 2200-0200 | 
| Minimum # of Employees | 5 | 15 | 12 | 10 | 19 | 7 | 
Solution
As stipulated only formulation is given.
The given data are given below in a tabular form.
| 
 Shift #  | 
 1  | 
 2  | 
 3  | 
 4  | 
 5  | 
 6  | 
| 
 Period  | 
 0200-600  | 
 0600-1000  | 
 1000-1400  | 
 1400-1800  | 
 1800-2200  | 
 2200-0200  | 
| 
 Minimum # of Employees  | 
 5  | 
 15  | 
 12  | 
 10  | 
 19  | 
 7  | 
| 
 Let # of workers employed be  | 
 x1  | 
 x2  | 
 x3  | 
 x4  | 
 x5  | 
 x6  | 
| 
 Per employee cost**  | 
 48  | 
 40  | 
 40  | 
 40  | 
 48  | 
 48  | 
Note: **All employees will work two, and only two, consecutive shifts and each shift is four hours long => per employee cost per shift = 4 x hourly rate = 4 x 10 = 40.
There is a 20% premium for each hour worked in shift #1, #5, and #6 => for these 3 shifts hourly rate is 12 and hence per employee cost per shift = 4 x 12 = 48.
Then, the formulation of LPP is:
Minimize z = 48x1 + 40x2 + 40x3 + 40x4 + 48x5 + 48x6
Subject to
x1≥ 5
x2≥ 15
x3≥ 12
x4≥ 10
x5≥ 19
x6≥ 7
x1≥ 0,x2≥ 0,x3≥ 0,x4≥ 0,x5≥ 0,x6≥ 0.
Answer
DONE
Solution
As stipulated only formulation is given.
The given data are given below in a tabular form.
| 
 Shift #  | 
 1  | 
 2  | 
 3  | 
 4  | 
 5  | 
 6  | 
| 
 Period  | 
 0200-600  | 
 0600-1000  | 
 1000-1400  | 
 1400-1800  | 
 1800-2200  | 
 2200-0200  | 
| 
 Minimum # of Employees  | 
 5  | 
 15  | 
 12  | 
 10  | 
 19  | 
 7  | 
| 
 Let # of workers employed be  | 
 x1  | 
 x2  | 
 x3  | 
 x4  | 
 x5  | 
 x6  | 
| 
 Per employee cost**  | 
 48  | 
 40  | 
 40  | 
 40  | 
 48  | 
 48  | 
Note: **All employees will work two, and only two, consecutive shifts and each shift is four hours long => per employee cost per shift = 4 x hourly rate = 4 x 10 = 40.
There is a 20% premium for each hour worked in shift #1, #5, and #6 => for these 3 shifts hourly rate is 12 and hence per employee cost per shift = 4 x 12 = 48.
Then, the formulation of LPP is:
Minimize z = 48x1 + 40x2 + 40x3 + 40x4 + 48x5 + 48x6
Subject to
x1≥ 5
x2≥ 15
x3≥ 12
x4≥ 10
x5≥ 19
x6≥ 7
x1≥ 0,x2≥ 0,x3≥ 0,x4≥ 0,x5≥ 0,x6≥ 0.
Answer
DONE