Question

In: Statistics and Probability

The Air Force will begin operating a 24-hour-a-day shipping distribution center in Dayton Ohio. The distribution...

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

Solutions

Expert Solution

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


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