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