In: Statistics and Probability
Create an excel workbook for the following questions. Answer these questions under your Solver work for each respective problem.
1. Devos Inc. is building a hotel. It will have 4 kinds of rooms: suites where customers can smoke, suites that are non-smoking, budget rooms where the customers can smoke, and budget rooms that are non-smoking. When we build the hotel, we need to plan for how many rooms of each type we should have. The following are requirements for the hotel:
Answer the following using your Solver answers:
Decision variables
Let the decision variables are,
x1 = number of suits: smoking
x2 = number of suits: non-smoking
x3 = number of budget rooms: smoking
x4 = number of budget rooms: non-smoking
Objective function
The objective is to maximize the total profit,
Constrains
1. Total building cost
2. number of budget rooms be at least 1.5 times the number of suites
3.number of budget rooms be no more than 3 the number of suites
4. at least 80 suites
5. no more than 200 suites
6. smoking rooms should be less than 50% of the non-smoking room
7. at least 4 smoking rooms.
8. Non-negativity constraints
The LP is formulated as,
Subject to
Now, the LP is solved using the excel solver by following these steps,
Step 1: Write the decision variable with value zero. The screenshot is shown below
Step 2: Write the objective function equation while taking the decision variable value. The screenshot is shown below,
Step 3: Write the constraints equation while taking the decision variable value and write the right-side value of the constraint
The screenshot is shown below,
Step 4: DATA > Solver > OK. The screenshot is shown below,
Step 5:
Set Objective: Select objective value,
To: Select Max
Subject to the Constraints > Add > in Cell Reference select constraint value and in Constraint: select right-hand side value of constraint and select the >= inequality.
Tick Make Unconstrained Variables Non-Negative
Select a Solving Method: Simplex LP
then clicks Solve. The screenshot is shown below,
Step 6: Select Reports > Answer, Sensitivity then Ok
The result is obtained. The screenshots are shown below,
The Answer Report
The sensitivity report
1)
From the Answer Report:
Total revenue = $90440
x1 = 4
x2 = 196
x3 = 0
x4 = 374
2)
From the Sensitivity report
The shadow price for the Total building cost constraint = 0.01167
Allowable increase = 2712000
Since the increase of 1500000 is within the allowable increase we can use calculate the increase in revenue by multiplying the shadow price by the increased right-hand side value of constraint,
3)
From the Sensitivity report
The Allowable increase for the construction cost = 2712000
From the Sensitivity report
The optimal value for the budget non-smoking room = 0
Range = (Allowable decrease to Allowable Increase)
Range = 0 to 0
Hence no increase is allowed.