Exam 10: Integer Programming, Goal Programming, and Nonlinear Programming

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Goal programming permits multiple objectives to be satisfied.

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Consider the following 0-1 integer programming problem: Consider the following 0-1 integer programming problem:   If we wish to add the constraint that no more than two of these variables must be positive, how would this be written? If we wish to add the constraint that no more than two of these variables must be positive, how would this be written?

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A type of integer programming is

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A goal programming problem had two goals (with no priorities assigned). Goal number 1 was to achieve a cost of $3,600 and goal number 2 was to complete the task in 400 hours or fewer. The optimal solution to this problem resulted in a cost of $3,600 and a completion time of 420 hours. What was the value for the objective function for this goal programming problem?

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0-1 integer programming might be applicable to selecting the best gymnastics team to represent a country from among all identified teams.

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The following represents a: The following represents a:

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Table 10-1 A company has decided to use 0-1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows: Table 10-1 A company has decided to use 0-1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows:   The optimal solution is X<sub>1</sub> = 0, X<sub>2</sub> = 1, X<sub>3</sub> = 1 -In Table 10-1, which presents an integer programming problem, using the optimal solution means only two of the alternatives would be selected. How much slack is there in the third constraint? The optimal solution is X1 = 0, X2 = 1, X3 = 1 -In Table 10-1, which presents an integer programming problem, using the optimal solution means only two of the alternatives would be selected. How much slack is there in the third constraint?

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An integer programming (minimization) problem was first solved as a linear programming problem, and the objective function value (cost) was $253.67. The two decision variables (X, Y) in the problem had values of X = 12.45 and Y = 32.75. If there is a single optimal solution, which of the following must be true for the optimal integer solution to this problem?

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Unfortunately, multiple goals in goal programming are not able to be prioritized and solved.

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Table 10-2 Table 10-2   -According to Table 10-2, which presents a solution for an integer programming problem, at the optimal solution, how much slack exists in the third constraint? -According to Table 10-2, which presents a solution for an integer programming problem, at the optimal solution, how much slack exists in the third constraint?

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Assignment problems solved previously by linear programming techniques are also examples of

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Table 10-4 A company has decided to use 0−1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows: Table 10-4 A company has decided to use 0−1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows:   -Table 10-4 presents an integer programming problem. If the optimal solution is used, then only two of the alternatives would be selected. How much slack would there be in the third constraint? -Table 10-4 presents an integer programming problem. If the optimal solution is used, then only two of the alternatives would be selected. How much slack would there be in the third constraint?

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The concept of a local optimum is affiliated with which of the following?

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A 0-1 programming representation could be used to assign sections of a course to specific classrooms.

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If conditions require that all decision variables must have an integer solution, then the class of problem described is an integer programming problem.

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The overall best solution in a nonlinear program is a ________.

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Table 10-4 A company has decided to use 0−1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows: Table 10-4 A company has decided to use 0−1 integer programming to help make some investment decisions. There are three possible investment alternatives from which to choose, but if it is decided that a particular alternative is to be selected, the entire cost of that alternative will be incurred (i.e., it is impossible to build one-half of a factory). The integer programming model is as follows:   -Table 10-4 presents an integer programming problem. What is the meaning of Constraint 1? -Table 10-4 presents an integer programming problem. What is the meaning of Constraint 1?

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There is no general method for solving all nonlinear problems.

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A goal programming problem had two goals (with no priorities assigned). Goal number 1 was to achieve a cost of $3,600 and goal number 2 was to have no wasted material. The optimal solution to this problem resulted in a cost of $3,900 and no wasted material. What was the value for the objective function for this goal programming problem?

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State the advantage of goal programming over linear programming.

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