Exam 3: Linear Programming: Sensitivity Analysis and Interpretation of Solution

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The reduced cost of a variable is the dual value of the corresponding nonnegativity constraint.

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Excel's Solver tool has been used in the spreadsheet below to solve a linear programming problem with a minimization objective function and all ≥ constraints. Excel's Solver tool has been used in the spreadsheet below to solve a linear programming problem with a minimization objective function and all ≥ constraints.   ​  a.Give the original linear programming problem. b.Give the complete optimal solution. ​ a.Give the original linear programming problem. b.Give the complete optimal solution.

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The amount of a sunk cost will vary depending on the values of the decision variables.

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The amount the objective function coefficient of a decision variable would have to improve before that variable would have a positive value in the solution is the

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Sensitivity analysis information in computer output is based on the assumption that

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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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The optimal solution of this linear programming problem is at the intersection of constraints 1 and 2. The optimal solution of this linear programming problem is at the intersection of constraints 1 and 2.   ​  a.​ Over what range can the coefficient of x<sub>1</sub> vary before the current solution is no longer optimal? b.​ Over what range can the coefficient of x<sub>2</sub> vary before the current solution is no longer optimal? c.Compute the dual prices for the three constraints. ​ a.​ Over what range can the coefficient of x1 vary before the current solution is no longer optimal? b.​ Over what range can the coefficient of x2 vary before the current solution is no longer optimal? c.Compute the dual prices for the three constraints.

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Consider the following linear program: Consider the following linear program:   The graphical solution to the problem is shown below.From the graph,we see that the optimal solution occurs at x<sub>1</sub> = 5,x<sub>2</sub> = 3,and z = 46.    a.Calculate the range of optimality for each objective function coefficient. b.Calculate the dual price for each resource. The graphical solution to the problem is shown below.From the graph,we see that the optimal solution occurs at x1 = 5,x2 = 3,and z = 46. Consider the following linear program:   The graphical solution to the problem is shown below.From the graph,we see that the optimal solution occurs at x<sub>1</sub> = 5,x<sub>2</sub> = 3,and z = 46.    a.Calculate the range of optimality for each objective function coefficient. b.Calculate the dual price for each resource. a.Calculate the range of optimality for each objective function coefficient. b.Calculate the dual price for each resource.

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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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If two or more objective function coefficients are changed simultaneously,further analysis is necessary to determine whether the optimal solution will change.

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

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​The cost that varies depending on the values of the decision variables is a

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Increasing the right-hand side of a nonbinding constraint will not cause a change in the optimal solution.

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If the range of feasibility indicates that the original amount of a resource,which was 20,can increase by 5,then the amount of the resource can increase to 25.

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When two or more objective function coefficients are changed simultaneously,further analysis is necessary to determine whether the optimal solution will change.

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A negative dual price for a constraint in a minimization problem means

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To solve a linear programming problem with thousands of variables and constraints,

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A cost that is incurred no matter what values the decision variables assume is a(n)

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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 the

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

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