In: Statistics and Probability
Deluxe River Cruises operates a fleet of river vessels. The fleet has two types of
vessels: A type A vessel has 60 deluxe cabins and 160 standard cabins, whereas a type B vessel has 80 deluxe
cabins and 120 standard cabins. Under a charter agreement with the Odyssey Travel Agency, Deluxe River
Cruise sis to provide Odyssey with a minimum of 360 deluxe and 680 standard cabins for their 15-day cruise
in May. It costs $44000 to operate a type A vessel and $54000 to operate a type B vessel for that period.
i.) How many of each type of vessel should be used to keep the operating costs to a minimum?
ii.) Find the range of values that the cost of operating a type A vessel can assume without changing the
optimal solution.
iii.) Find the range of values that the requirement for deluxe cabins can assume.
iv.) Find the shadow price for the requirement for deluxe cabins.
Let the Deluxe River Cruises provides of type A fleet and of type A fleet to Odyssey
Type A | Type B | Available | |
Delux | 60 | 80 | 360 |
Satndard | 160 | 120 | 680 |
Cost | 44000 | 54000 |
The objective of the problem is to minimize the total cost. The objective function is defined as,
The constraints of the problem are,
Deluxe cabin constraint,
Standard cabin constraint,
and the non negativity constraints are,
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 for constraint deluxe cabin is shown below,
The screenshot for constraint standard cabin is shown below,
The screenshot for non-negativity constrains shown below,
Step 4: (If you have not install the solver excel follow, FILE > Options > Add-ins > Manage: select ExcelAdd-ins > Go then tick Solver Add-in > OK)
DATA > Solver > OK. The screenshot is shown below,
Step 5:
Set Objective: Select objective value,
To: select Min
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 click 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
i.) How many of each type of vessel should be used to keep the operating costs to a minimum?
Type A: X1 = 2
Type B: X2 = 3
ii.) Find the range of values that the cost of operating a type A vessel can assume without changing the optimal solution.
From the sensitivity report
Allowable Increase | Allowable Decrease | |
X1 | 28000 | 3500 |
iii.) Find the range of values that the requirement for deluxe cabins can assume.
From the Answer report
Final value | Allowable Increase | Allowable Decrease | |
Deluxe cabin | 360 | 93.33333333 | 105 |
The range of values are,
Max | Min | |
Delux cabin | 453.3333333 | 255 |
iv.) Find the shadow price for the requirement for deluxe cabins.
From the Answer report
Shadow price | |
Delux cabin | 600 |