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PA 1

c.
Decision Variables a b c d
Calculated values 0.2111 0.53111 0.0976 0.16019 Total
Objective Function 0.86 0.94 0.93 0.85 0.90772
Constraints
1 1 1 1 1 1
0.774 -0.094 -0.093 -0.085 0.09077 >= 0
-0.086 0.846 -0.093 -0.085 0.40847 >= 0
-0.086 -0.094 0.837 -0.085 1.90E-17 >= 0
-0.086 -0.094 -0.093 0.765 0.04539 >= 0
0.94 -2.79 0.22693 >= 0
0.86 -1.86 -2.00E-16 >= 0
-0.129 -0.141 -0.1395 0.7225 6.90E-17 >= 0

a. Let the weights be a, b, c and d to midterm, final, individual assignment and Participation respectively. Korey would like to maximize the course grade. Therefore the course grade (Maximization): =0.86a + 0.94b + 0.93c + 0.85d Restrictions to course grade working: a+b+c+d=1 The weights must be non-negative, Non negativity constraints: a, b, c, d ≥ 0 The four components for each should determine 10% of the sum of the grade at least. 0.86a ≥ 0.1 (0.86a + 0.94b + 0.93c + 0.85d) 0.86a ≥ 0.086a + 0.094b + 0.093c + 0.085d 0.774a – 0.094b – 0.093c -0.085d ≥ 0 0.94b ≥ 0.1 (0.86a + 0.94b + 0.93c + 0.85d) 0846b ≥ 0.086a + 0.094b + 0.093c + 0.085d 0.846b – 0.086a – 0.093c – 0.085d ≥ 0 0.93c ≥ 0.1 (0.86a + 0.94b + 0.93c + 0.85d) 0.93c ≥ 0.086a +0.094b +0.093c + 0.085d 0.837c – 0.086a – 0.094b – 0.085d ≥ 0 0.85d ≥ 0.1 (0.86a + 0.94b + 0.93c + 0.85d) 0.85d ≥ 0.086a + 0.094b + 0.093c + 0.085d 0.765d – 0.086a – 0.094b – 0.093c ≥ 0 Here it is three times the particular assignment grade. 0.94b ≥ 3(0.93c) 0.94b ≥ 2.79c 0.94b – 2.79c ≥ 0 Midterm grade must count at least twice as much as the individual assignment score. 0.86a ≥ 2(0.93c) 0.86a ≥ 1.86c 0.86a – 1.86c ≥ 0 The presence of the grade should be less than the 15% of the whole grade. 0.85d ≤ 0.15(0.86a + 0.94b +0.93c +0.85d) 0.85d ≤ 0.129a + 0.141b +0.1395c + 0.1275d 0.7225d – 00.129a – 0.141b – 0.1395c ≥ 0

b. The complete optimization model is Course grade (Maximization): = 0.86a + 0.94b + 0.93c + 0.85d a+b+c+d=1 0.774a – 0.094b - 0.093c – 0.085d ≥ 0 0.846b – 0.086a – 0.093c – 0.085d ≥ 0 0.837c – 0.086a – 0.094b – 0.085d ≥ 0 0.765d – 0.086a – 0.094b – 0.093c ≥ 0 0.94b – 2.79c ≥ 0 0.86a – 1.86c ≥ 0 0.7225d – 0.129a – 0.141b – 0.1395c ≥ 0    

c. Therefore midterm weights should be 21%, final weights 53%, individual assignment 10%, Participation should be 16%. The maximum course grade is 90%.

PA 5

b.
Rosenberg Land Development
Data
One Two Three
Bedroom Bedroom Bedroom
Unit Unit Unit
1BR 2BR 3BR Available
Construction cost $450,000 $600,000 $750,000 $180,000,000
Total units 325
Profit/ unit $45,000 $60,000 $75,000
Minimum 15% 25% 25%
Model Total
Units Build 40 67 162 270
Minimum 40 67 67
Construction cost $18,202,247 $40,449,438 $121,348,315 $180,000,000
Contribution in profit $1,820,225 $4,044,944 $12,134,831 $18,000,000
c.
Model Total
Units Build 49 81 195 325
Minimum 49 81 81
Construction cost $21,937,500 $48,750,000 $146,250,000 $216,937,500
Contribution in profit $2,193,750 $4,875,000 $14,625,000 $21,693,750

a. 1BR = number of one bedroom units produced 2BR = number of two bedroom units produced 3BR = number of three bedroom units produced Maximize Total Profit = $45,000 (1BR) + $60,000 (2BR) + $75,000 (3BR) (1BR) + (2BR) + (3BR) ≤ 325 $450,000 (1BR) $600,000 (2BR) + $750,000 (3BR) ≤ $180,000,000 (1BR) ≥ 15% ((1BR) + (2BR) + (3BR)) (2BR) ≥ 25% ((1BR) + (2BR) + (3BR)) (3BR) ≥ 25% ((1BR) + (2BR) + (3BR)) (1BR) ≥ 0 (2BR) ≥ 0 (3BR) ≥ 0

One crucial assumption is interpreting sensitivity analysis information for changes in model parameters is that all other parameters is that all other model parameters are held constant. In this case the increase in budget also reflected in the budget constraint. When we change the budget the constraint also changes. This violates the assumption. The change causes the budget constraint to become infeasible, and the solution must be adjusted to maintain feasibility.

PA 19

Children's Theater
Show Revenue Cost Minimum Number of Performances
1 $2,217 $968 32
2 $2,330 $1,568 13
3 $1,993 $755 23
4 $3,364 $1,148 34
5 $2,868 $1,180 35
6 $3,851 $1,541 16
7 $1,836 $1,359 21
Children's Theater
Show Minimum Number of Performances
1 32
2 13
3 23
4 34
5 35
6 16
7 21
Decision variables a b c d e f g h i j k l m n
Calculated values 0 0 0 16.35 0 0 0 0 0 0 0 0 0 0 Total
Objective function 968 1568 755 1148 1180 1541 1359 968 1568 755 1148 1180 1541 1359 18769.3
Constraints 1 1 0
1 1 0
1 1 0
1 1 16.3496
1 1 0
1 1 0
1 1 0
1 1 1 1 1 1 1 16.3496
1 1 1 1 1 0
2217 2330 1993 3364 2868 3851 1836 2217 2330 3364 2868 3851 55000

Decision variables: Let a,b,c,d,e,f and g be the number of shows of type show 1,2,3,4,5,6, and 7 at Kristin Marie Hall. Let h,I,j,k,l,m and n be the number of shows of type show 1,2,3,4,5,6, and 7. The objective of the Children’s Theater Company is minimizing the cost. =968a + 1568b + 755c + 1148d + 1180e + 1541f + 1359g +968h + 1568i +755j + 1148k + 1180l + 1541m + 1359n

Hence, a+h ≤ 32 b+I ≤ 13 c+j ≤ 23 d+k ≤ 34 e+l ≤ 35 f+m ≤ 16 g+n ≤ 21 The 60 performances are for the Marie Hall and Lauren Theater for 150 performances. The constraint is a+b+c+d+e+f+g ≤ 60 h+i+k+l+m ≤ 150 2217 (a+h) + 2330 (b+i) + 1993 (c) + 3364 (d+k) + 2868 (e+l) + 3851 (f+m) + 1836 (g) ≥ 55000 Non negativity constraints a,b,c,d,e,f,g,h,I,j,k,l,m and n ≥ 0

The schedule has been only show number 4 with 16.34 times needs to be performed in order to minimize the cost. The highest value of revenue is $55,000. No it is not possible to achieve $60,000.