Answer 12:
Based on the information given in the question, we can define the decision variables as mentioned below:
Let,
Xa1 = # Tons of coffee to be supplied from Roaster A to City 1
Xa2 = # Tons of coffee to be supplied from Roaster A to City 2
Xa3 = # Tons of coffee to be supplied from Roaster A to City 3
Xb1 = # Tons of coffee to be supplied from Roaster B to City 1
Xb2 = # Tons of coffee to be supplied from Roaster B to City 2
Xb3 = # Tons of coffee to be supplied from Roaster B to City 3
Xc1 = # Tons of coffee to be supplied from Roaster C to City 1
Xc2 = # Tons of coffee to be supplied from Roaster C to City 2
Xc3 = # Tons of coffee to be supplied from Roaster C to City 3
Xd1 = # Tons of coffee to be supplied from Roaster D to City 1
Xd2 = # Tons of coffee to be supplied from Roaster D to City 2
Xd3 = # Tons of coffee to be supplied from Roaster D to City 3
Xe1 = # Tons of coffee to be supplied from Roaster E to City 1
Xe2 = # Tons of coffee to be supplied from Roaster E to City 2
Xe3 = # Tons of coffee to be supplied from Roaster E to City 3
Thus, Xij = # Tons of Cofee to be supplied from Roaster 'i' to City 'j'
Moreover,
Ya = 1 if Roaster A is selected for supplying coffee, 0 otherwise
Yb = 1 if Roaster B is selected for supplying coffee, 0 otherwise
Yc = 1 if Roaster C is selected for supplying coffee, 0 otherwise
Yd = 1 if Roaster D is selected for supplying coffee, 0 otherwise
Ye = 1 if Roaster E is selected for supplying coffee, 0 otherwise
Thus, Yi = 1 if Roaster 'i' is selected for supplying coffee, 0 otherwise
Where, Xij ≥ 0 and Yi = {1 , 0}
Hence, we conclude that there are 5 binary decision variables needed for the formulation of the given question. (Option C or the Third Option)
Answer 13:
The supply constraint for Roaster 3:
Xc1 + Xc2 + Xc3 ≤ 175 Yc
∴ Xc1 + Xc2 + Xc3 - 175 Yc ≤ 0 (Option C or the Third Option)
Answer 14:
Demand Constraint for the City Al-Ain (i.e., City 1)
Xa1 + Xb1 + Xc1 + Xd1 + Xe1 ≥ 50 (Option C or the Third Option)
Answer 15:
Based on the decision variables decided in answer 12, there are total 20 elements (i.e., 15 Xij and 5 Yi) values needed in order to minimize the total of fixed and variable transportation costs from roasters to the three cities (Option A or the Third Option)
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