Exam 6: Business Analytics With Integer Programming

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Which of the following is not a type of integer programming model?

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D

Which of the following constraints belongs to an integer programming model but not necessarily to a linear programming model?

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B

The decision variables for the knapsack problem are defined as the number of items to be included in the knapsack from each of n potential items.

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Nonlinear integer programming models have the same structure as integer programming models.

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In the assignment model, the number of resources and tasks must always be equal.

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Non-negativity constraints belong to an integer programming model, but not necessarily to a linear programming model.

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The assignment method is a special case of an integer programming model.

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0-1 linear programming is a special case of:

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Solver's evolutionary solving method is suggested for seeking optimal integer solutions for non-smooth integer models.

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The knapsack problem is a special case of integer programming models.

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Which of the following situations suggests that the decision maker impose binary values for decision variables?

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Integer programming models have the same structure as:

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While a regular linear programming model has an infinite number of possible solutions, the integer counterpart has:

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Integer programming models have an objective function to be optimized, a set of constraints to be satisfied, and a set of constraints that forces some or all decision variables to be integers.

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The divisibility assumption in the mathematical programming model is an acceptable and often reasonable assumption in many applications.

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Nonlinear integer programming models offer additional challenges for solution algorithms because the values of reduced gradients are valid only at the point of the optimal solution.

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Adding integer constraints to regular linear programming models significantly changes the problem.

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The number of decision variables in the assignment problem does not change significantly when the number of resources or tasks increases.

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Which of the following is a context that may require the use of the knapsack problem?

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Searching for the optimal integer solution becomes easier for non-smooth nonlinear models.

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