Exam 7: Integer Linear Programming

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Some linear programming problems have a special structure that guarantees the variables will have integer values.

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The 0-1 variables in the fixed cost models correspond to

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If Project 5 must be completed before Project 6, the constraint would be x5- x6 \le 0.

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The solution to the LP Relaxation of a minimization problem will always be less than or equal to the value of the integer program minimization problem.

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The constraint x1 + x2 + x3 + x4 F \le 2 means that two out of the first four projects must be selected.

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Simplon Manufacturing must decide on the processes to use to produce 1650 units. If machine 1 is used, its production will be between 300 and 1500 units. Machine 2 and/or machine 3 can be used only if machine 1's production is at least 1000 units. Machine 4 can be used with no restrictions. Simplon Manufacturing must decide on the processes to use to produce 1650 units. If machine 1 is used, its production will be between 300 and 1500 units. Machine 2 and/or machine 3 can be used only if machine 1's production is at least 1000 units. Machine 4 can be used with no restrictions.    (HINT: Use an additional 0 - 1 variable to indicate when machines 2 and 3 can be used.) (HINT: Use an additional 0 - 1 variable to indicate when machines 2 and 3 can be used.)

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Let x1 and x2 be 0 - 1 variables whose values indicate whether projects 1 and 2 are not done or are done. Which answer below indicates that project 2 can be done only if project 1 is done?

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Grush Consulting has five projects to consider. Each will require time in the next two quarters according to the table below. Grush Consulting has five projects to consider. Each will require time in the next two quarters according to the table below.    Revenue from each project is also shown. Develop a model whose solution would maximize revenue, meet the time budget of 25 in the first quarter and 20 in the second quarter, and not do both projects C and D. Revenue from each project is also shown. Develop a model whose solution would maximize revenue, meet the time budget of 25 in the first quarter and 20 in the second quarter, and not do both projects C and D.

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In a model involving fixed costs, the 0 - 1 variable guarantees that the capacity is not available unless the cost has been incurred.

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In an all-integer linear program,

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If the acceptance of project A is conditional on the acceptance of project B, and vice versa, the appropriate constraint to use is a

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The graph of a problem that requires x1 and x2 to be integer has a feasible region

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Which of the following is the most useful contribution of integer programming?

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If the optimal solution to the LP relaxation problem is integer, it is the optimal solution to the integer linear program.

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The LP Relaxation contains the objective function and constraints of the IP problem, but drops all integer restrictions.

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Rounded solutions to linear programs must be evaluated for

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In a model, x1 \ge 0 and integer, x2 \ge 0, and x3 = 0, 1. Which solution would not be feasible?

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The constraint x1-x2 = 0 implies that if project 1 is selected, project 2 cannot be.

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If a problem has only less-than-or-equal-to constraints with positive coefficients for the variables, rounding down will always provide a feasible integer solution.

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If the LP relaxation of an integer program has a feasible solution, then the integer program has a feasible solution.

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