High School

Epsilon Airlines services predominantly the eastern and southeastern United States. The vast majority of Epsilon’s customers make reservations through Epsilon’s website, but a small percentage of customers make reservations via phone. Epsilon employs call center personnel to handle these reservations, deal with website reservation system problems, and rebook flights for customers whose plans have changed or whose travel is disrupted.

Staffing the call center appropriately is a challenge for Epsilon’s management team. Having too many employees on hand is a waste of money, but having too few results in poor customer service and the potential loss of customers. Epsilon analysts have estimated the minimum number of call center employees needed by day of the week for the upcoming vacation season (June, July, and the first two weeks of August). These estimates are as follows:

- **Monday:** 90
- **Tuesday:** 45
- **Wednesday:** 60
- **Thursday:** 50
- **Friday:** 90
- **Saturday:** 70
- **Sunday:** 45

Call center employees work for five consecutive days and then have two consecutive days off. An employee may start work on any day of the week. Each call center employee receives the same salary. Assume that the schedule cycles and ignore start-up and stopping of the schedule.

Develop a model that will minimize the total number of call center employees needed to meet the minimum requirements.

Let \(X_i\) = the number of call center employees who start work on day \(i\) (where \(i = 1\) for Monday, \(i = 2\) for Tuesday, etc.).

Minimize:

\[ X_1 + X_2 + X_3 + X_4 + X_5 + X_6 + X_7 \]

Subject to:

\[ X_1 + X_4 + X_5 + X_6 + X_7 \geq 90 \]

\[ X_1 + X_2 + X_5 + X_6 + X_7 \geq 45 \]

\[ X_1 + X_2 + X_3 + X_6 + X_7 \geq 60 \]

\[ X_1 + X_2 + X_3 + X_4 + X_7 \geq 50 \]

\[ X_1 + X_2 + X_3 + X_4 + X_5 \geq 90 \]

\[ X_2 + X_3 + X_4 + X_5 + X_6 \geq 70 \]

\[ X_3 + X_4 + X_5 + X_6 + X_7 \geq 45 \]

\[ X_1, X_2, X_3, X_4, X_5, X_6, X_7 \geq 0 \]

Find the optimal solution:

- \(X_1 = \)
- \(X_2 = \)
- \(X_3 = \)
- \(X_4 = \)
- \(X_5 = \)
- \(X_6 = \)
- \(X_7 = \)
- Total Number of Employees =

Give the number of call center employees that exceed the minimum required:

- Excess employees:
- **Monday:**
- **Tuesday:**
- **Wednesday:**
- **Thursday:**
- **Friday:**
- **Saturday:**
- **Sunday:**

Answer :

The optimal solution for minimizing the total number of call center employees needed to meet the minimum requirements is as follows:

X1 = 15 (Monday)

X2 = 0 (Tuesday)

X3 = 0 (Wednesday)

X4 = 17 (Thursday)

X5 = 0 (Friday)

X6 = 0 (Saturday)

X7 = 15 (Sunday)

The total number of employees required is 47. There are no excess employees on any day of the week.

To develop a model that minimizes the total number of call center employees needed to meet the minimum requirements, we can formulate the following linear programming problem:

Minimize:

X1 + X2 + X3 + X4 + X5 + X6 + X7

Subject to:

X1 + X4 + X5 + X6 + X7 ≥ 90 (Monday)

X1 + X2 + X5 + X6 + X7 ≥ 45 (Tuesday)

X1 + X2 + X3 + X6 + X7 ≥ 60 (Wednesday)

X1 + X2 + X3 + X4 + X7 ≥ 50 (Thursday)

X1 + X2 + X3 + X4 + X5 ≥ 90 (Friday)

X2 + X3 + X4 + X5 + X6 ≥ 70 (Saturday)

X3 + X4 + X5 + X6 + X7 ≥ 45 (Sunday)

Where X1, X2, X3, X4, X5, X6, and X7 represent the number of call center employees starting work on each respective day (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday).

Solving this linear programming problem will give us the optimal solution and the number of call center employees for each day.

The optimal solution and number of call center employees are as follows:

X1 = 15 (Monday)

X2 = 0 (Tuesday)

X3 = 0 (Wednesday)

X4 = 17 (Thursday)

X5 = 0 (Friday)

X6 = 0 (Saturday)

X7 = 15 (Sunday)

Total Number of Employees = 47

The number of call center employees that exceed the minimum required is:

Excess employees:

Monday = 0

Tuesday = 0

Wednesday = 0

Thursday = 0

Friday = 0

Saturday = 0

Sunday = 0

To learn more about linear programming visit : https://brainly.com/question/14309521

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