d. Would it be beneficial to increase the maximum amount invested in U.S. Oil? Why or why not?

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter7: Nonlinear Optimization Models
Section: Chapter Questions
Problem 59P
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7.
Investment Advisors, Inc., is a brokerage firm that manages stock portfolios for a number
of clients. A particular portfolio consists of U shares of U.S. Oil and H shares of Huber
Steel. The annual return for U.S. Oil is $3 per share and the annual return for Huber Steel
is $5 per share. U.S. Oil sells for $25 per share and Huber Steel sells for $50 per share.
The portfolio has $80,000 to be invested. The portfolio risk index (0.50 per share of U.S.
Oil and 0.25 per share for Huber Steel) has a maximum of 700. In addition, the portfolio
is limited to a maximum of 1000 shares of U.S. Oil. The linear programming formulation
that will maximize the total annual return of the portfolio is as follows:
Маx
3U +
5H
Maximize total annual return
s.t.
25U + 50H < 80,000
Funds available
0.50U + 0.25D <
700 Risk maximum
1U
< 1000 U.S. Oil maximum
U, H > 0
Transcribed Image Text:7. Investment Advisors, Inc., is a brokerage firm that manages stock portfolios for a number of clients. A particular portfolio consists of U shares of U.S. Oil and H shares of Huber Steel. The annual return for U.S. Oil is $3 per share and the annual return for Huber Steel is $5 per share. U.S. Oil sells for $25 per share and Huber Steel sells for $50 per share. The portfolio has $80,000 to be invested. The portfolio risk index (0.50 per share of U.S. Oil and 0.25 per share for Huber Steel) has a maximum of 700. In addition, the portfolio is limited to a maximum of 1000 shares of U.S. Oil. The linear programming formulation that will maximize the total annual return of the portfolio is as follows: Маx 3U + 5H Maximize total annual return s.t. 25U + 50H < 80,000 Funds available 0.50U + 0.25D < 700 Risk maximum 1U < 1000 U.S. Oil maximum U, H > 0
FIGURE 3.14 THE SOLUTION FOR THE INVESTMENT ADVISORS PROBLEM
Optimal Objective Value =
8400.00000
Variable
Value
Reduced Cost
800.00000
0.00000
H
1200.00000
0.00000
Constraint
Slack/Surplus
Dual Value
1
0.00000
0.09333
2
0.00000
1.33333
200.00000
0.00000
Objective
Allowable
Allowable
Variable
Coefficient
Increase
Decrease
3.00000
7.00000
0.50000
H
5.00000
1.00000
3.50000
RHS
Allowable
Allowable
Constraint
Value
Increase
Decrease
1
80000.00000
60000.00000
15000.00000
700.00000
75.00000
300.00000
3.
1000.00000
Infinite
200.00000
The computer solution of this problem is shown in Figure 3.14.
a. What is the optimal solution, and what is the value of the total annual return?
b. Which constraints are binding? What is your interpretation of these constraints in terms
of the problem?
c. What are the dual values for the constraints? Interpret each.
d. Would it be beneficial to increase the maximum amount invested in U.S. Oil? Why or
why not?
Transcribed Image Text:FIGURE 3.14 THE SOLUTION FOR THE INVESTMENT ADVISORS PROBLEM Optimal Objective Value = 8400.00000 Variable Value Reduced Cost 800.00000 0.00000 H 1200.00000 0.00000 Constraint Slack/Surplus Dual Value 1 0.00000 0.09333 2 0.00000 1.33333 200.00000 0.00000 Objective Allowable Allowable Variable Coefficient Increase Decrease 3.00000 7.00000 0.50000 H 5.00000 1.00000 3.50000 RHS Allowable Allowable Constraint Value Increase Decrease 1 80000.00000 60000.00000 15000.00000 700.00000 75.00000 300.00000 3. 1000.00000 Infinite 200.00000 The computer solution of this problem is shown in Figure 3.14. a. What is the optimal solution, and what is the value of the total annual return? b. Which constraints are binding? What is your interpretation of these constraints in terms of the problem? c. What are the dual values for the constraints? Interpret each. d. Would it be beneficial to increase the maximum amount invested in U.S. Oil? Why or why not?
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