Exam 7: Integer Linear Programming

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Sensitivity analysis for integer linear programming

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C

Dual prices cannot be used for integer programming sensitivity analysis because they are designed for linear programs.

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To perform sensitivity analysis involving an integer linear program, it is recommended to

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The objective of the product design and market share optimization problem presented in the textbook is to choose the levels of each product attribute that will maximize the number of sampled customers preferring the brand in question.

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Let x1 , x2 , and x3 be 0 - 1 variables whose values indicate whether the projects are not done (0) or are done (1). Which answer below indicates that at least two of the projects must be done?

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Generally, the optimal solution to an integer linear program is less sensitive to the constraint coefficients than is a linear program.

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Kloos Industries has projected the availability of capital over each of the next three years to be $850,000, $1,000,000, and $1,200,000, respectively. It is considering four options for the disposition of the capital: Kloos Industries has projected the availability of capital over each of the next three years to be $850,000, $1,000,000, and $1,200,000, respectively. It is considering four options for the disposition of the capital:    Monies not invested in these projects in a given year will NOT be available for following year's investment in the projects. The expected benefits three years hence from each of the four projects and the yearly capital outlays of the four options are summarized in the table below in $1,000,000's. In addition, Kloos has decided to undertake exactly two of the projects, and if plant expansion is selected, it will also modernize its current facilities.    Formulate and solve this problem as a binary programming problem. Monies not invested in these projects in a given year will NOT be available for following year's investment in the projects. The expected benefits three years hence from each of the four projects and the yearly capital outlays of the four options are summarized in the table below in $1,000,000's. In addition, Kloos has decided to undertake exactly two of the projects, and if plant expansion is selected, it will also modernize its current facilities. Kloos Industries has projected the availability of capital over each of the next three years to be $850,000, $1,000,000, and $1,200,000, respectively. It is considering four options for the disposition of the capital:    Monies not invested in these projects in a given year will NOT be available for following year's investment in the projects. The expected benefits three years hence from each of the four projects and the yearly capital outlays of the four options are summarized in the table below in $1,000,000's. In addition, Kloos has decided to undertake exactly two of the projects, and if plant expansion is selected, it will also modernize its current facilities.    Formulate and solve this problem as a binary programming problem. Formulate and solve this problem as a binary programming problem.

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The product design and market share optimization problem presented in the textbook is formulated as a 0-1 integer linear programming model.

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Most practical applications of integer linear programming involve

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The solution to the LP Relaxation of a maximization integer linear program provides

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Slack and surplus variables are not useful in integer linear programs.

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Modeling a fixed cost problem as an integer linear program requires

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Rounding the solution of an LP Relaxation to the nearest integer values provides

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Hansen Controls has been awarded a contract for a large number of control panels. To meet this demand, it will use its existing plants in San Diego and Houston, and consider new plants in Tulsa, St. Louis, and Portland. Finished control panels are to be shipped to Seattle, Denver, and Kansas City. Pertinent information is given in the table. Hansen Controls has been awarded a contract for a large number of control panels. To meet this demand, it will use its existing plants in San Diego and Houston, and consider new plants in Tulsa, St. Louis, and Portland. Finished control panels are to be shipped to Seattle, Denver, and Kansas City. Pertinent information is given in the table.    Develop a model whose solution would reveal which plants to build and the optimal shipping schedule. Develop a model whose solution would reveal which plants to build and the optimal shipping schedule.

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The classic assignment problem can be modeled as a 0-1 integer program.

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If x1 + x2 \le 500y1 and y1 is 0 - 1, then if y1 is 0, x1 and x2 will be 0.

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Multiple choice constraints involve binary variables.

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In general, rounding large values of decision variables to the nearest integer value causes fewer problems than rounding small values.

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A multiple choice constraint involves selecting k out of n alternatives, where k \ge 2.

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Your express package courier company is drawing up new zones for the location of drop boxes for customers. The city has been divided into the seven zones shown below. You have targeted six possible locations for drop boxes. The list of which drop boxes could be reached easily from each zone is listed below. Your express package courier company is drawing up new zones for the location of drop boxes for customers. The city has been divided into the seven zones shown below. You have targeted six possible locations for drop boxes. The list of which drop boxes could be reached easily from each zone is listed below.    Let x<sub>i</sub> = 1 if drop box location i is used, 0 otherwise. Develop a model to provide the smallest number of locations yet make sure that each zone is covered by at least two boxes. Let xi = 1 if drop box location i is used, 0 otherwise. Develop a model to provide the smallest number of locations yet make sure that each zone is covered by at least two boxes.

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