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Which of the following is not a question answered by standard sensitivity analysis information?


A) If the right-hand side value of a constraint changes, will the objective function value change?
B) Over what range can a constraint's right-hand side value without the constraint's dual price possibly changing?
C) By how much will the objective function value change if the right-hand side value of a constraint changes beyond the range of feasibility?
D) By how much will the objective function value change if a decision variable's coefficient in the objective function changes within the range of optimality?

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Classical sensitivity analysis provides no information about changes resulting from a change in the coefficient of a variable in a constraint.

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​Sensitivity analysis is concerned with how certain changes affect


A) ​the feasible solution.
B) ​the unconstrained solution.
C) ​the optimal solution.
D) ​the degenerative solution.

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If the dual price for the right-hand side of a ≤ constraint is zero, there is no upper limit on its range of feasibility.

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True

If a decision variable is not positive in the optimal solution, its reduced cost is


A) what its objective function value would need to be before it could become positive.
B) the amount its objective function value would need to improve before it could become positive.
C) zero.
D) its dual price.

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B

The amount by which an objective function coefficient can change before a different set of values for the decision variables becomes optimal is the


A) optimal solution.
B) dual solution.
C) range of optimality.
D) range of feasibility.

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When the cost of a resource is sunk, then the dual price can be interpreted as the


A) minimum amount the firm should be willing to pay for one additional unit of the resource.
B) maximum amount the firm should be willing to pay for one additional unit of the resource.
C) minimum amount the firm should be willing to pay for multiple additional units of the resource.
D) maximum amount the firm should be willing to pay for multiple additional units of the resource.

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Relevant costs should be reflected in the objective function, but sunk costs should not.

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When the right-hand sides of two constraints are each increased by one unit, the objective function value will be adjusted by the sum of the constraints' dual prices.

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​A cost that is incurred no matter what values the decision variables assume is


A) ​a reduced cost.
B) ​an optimal cost.
C) ​a sunk cost.
D) ​a dual cost.

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For any constraint, either its slack/surplus value must be zero or its dual price must be zero.

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The range of feasibility measures


A) the right-hand-side values for which the objective function value will not change.
B) the right-hand-side values for which the values of the decision variables will not change.
C) the right-hand-side values for which the dual prices will not change.
D) each of these choices are true.

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In order to tell the impact of a change in a constraint coefficient, the change must be made and then the model resolved.

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True

If the range of feasibility for b1 is between 16 and 37, then if b1 = 22 the optimal solution will not change from the original optimal solution.

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​How is sensitivity analysis used in linear programming? Given an example of what type of questions that can be answered.

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Answered by ExamLex AI

Sensitivity analysis is used in linear p...

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The reduced cost for a positive decision variable is 0.

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In a linear programming problem, the binding constraints for the optimal solution are 5X + 3Y ≤ 30 2X + 5Y ≤ 20 a.Fill in the blanks in the following sentence:As long as the slope of the objective function stays between _______ and _______, the current optimal solution point will remain optimal. b.Which of these objective functions will lead to the same optimal solution?1) 2X + 1Y 2) 7X + 8Y 3) 80X + 60Y 4) 25X + 35Y

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a.−5/3 and −2/5
B.Ob...

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The dual price associated with a constraint is the change in the value of the solution per unit decrease in the right-hand side of the constraint.

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​Explain the connection between reduced costs and the range of optimality, and between dual prices and the range of feasibility.

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In the context of linear programming (LP...

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An objective function reflects the relevant cost of labor hours used in production rather than treating them as a sunk cost. The correct interpretation of the dual price associated with the labor hours constraint is


A) the maximum premium (say for overtime) over the normal price that the company would be willing to pay.
B) the upper limit on the total hourly wage the company would pay.
C) the reduction in hours that could be sustained before the solution would change.
D) the number of hours by which the right-hand side can change before there is a change in the solution point.

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