Exam 7: Integer Programming

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A problem that has fixed cost as well as variable cost per unit, depending on the level of that activity, is usually formulated as a

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An airport limousine service which parks all its limos at the airport can minimize its cost by using a proper order to pick up passengers from their houses and return to the airport using a

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Problem A is a two-variable linear programming problem with a maximization objective function. Problem B is a two variable pure integer programming problem obtained from Problem A by requiring the variables to be integers and leaving all other things unchanged. If Problem A has an optimal solution with integer objective function value, then Problem B must have an optimal solution.

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Problem A\mathrm{A} is a two-variable linear programming problem with a maximization objective function. Problem B is a two-variable pure integer programming problem obtained from Problem A by requiring the variables to be integers and leaving all other things unchanged. If Problem A has an optimal solution with integer values for the variables, then the same solution must be optimal for Problem B as well.

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Market research corporation of Toledo Inc. (MRCT) has to finalize recommendation for the 2006 advertising campaign for Miracle Motors Inc. (MM), a major hydrogen-powered automobile manufacturer. MRCT has developed 5 distinct campaigns for MM Inc. MM Inc. has 7 distinct customer segments, and it wants all of its customers to be "hit" by at least one of its campaigns. It wants to minimize the total cost of reaching its customer base through these campaigns. Market research corporation of Toledo Inc. (MRCT) has to finalize recommendation for the 2006 advertising campaign for Miracle Motors Inc. (MM), a major hydrogen-powered automobile manufacturer. MRCT has developed 5 distinct campaigns for MM Inc. MM Inc. has 7 distinct customer segments, and it wants all of its customers to be hit by at least one of its campaigns. It wants to minimize the total cost of reaching its customer base through these campaigns.

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A vehicle routing problem is a special case of the well-known traveling salesman problem

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For a typical integer programming problem, the number of feasible solutions

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Problem A\mathrm{A} is a two-variable linear programming problem with a maximization objective function. Problem B is a two-variable pure integer programming problem obtained from Problem A by requiring the variables to be integers and leaving all other things unchanged. Assuming that both problems have optimal solutions, the objective function value of problem A will always be the objective function value of Problem B.

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Set covering problem talks about a salesman and how he/she could cover a set of sales territories at minimal cost.

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Problems in which some variables are required to be integers are called

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A two-variable pure integer programming problem cannot be solved by the graphical method.

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A retail outlet wants to replace a broken ice cream vending machine with one of two models. The purchase of model 1 is captured by variable X1. Taking a value of 1 and 0 would represent that machine 1 is not purchased. X2 is similarly defined. One of the constraints for this problem would be

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In modeling a shopping mall construction problem, there are four potential locations giving rise to four 0-1 decision variables denoted as X1,X2,X3,X4X_{1}, X_{2}, X_{3}, X_{4} , which take a value of 1 if a mall is constructed and 0 otherwise. Identify the correct set of constraint/s to satisfy the following condition/s: if a mall is constructed in location 2, then a mall should be constructed in location 4

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A fixed charge problem models shops that incur a fixed cost for producing any positive quantity of a product and incur 0 cost if nothing is produced.

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A shopping complex is considering building a self-service vending machine island. The mall can buy a vending machine for dispensing various types of ready-to-pop corn. Purchase of this machine is captured by variable X1\mathrm{X} 1 , taking a value of 1 and 0 if not purchased. There is also a machine available for popping any type of corn vended by the vending machine. Purchase of this machine is captured by variable X2, taking a value of 1 and 0 if not purchased. If they decide to buy the popcorn popper, then they must have the ready-to-pop corn vending machine. However, if they only buy the ready-to-pop corn vending machine, the customers can take the corn home or pop it in a microwave already available, if the popcorn popper is not purchased. The constraint that implements this will be

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Since the number of feasible solutions to a pure integer programming problem is a lot less than the number of feasible solutions to the corresponding linear programming problem (i.e. problem obtained by ignoring the integrality constraints), a pure integer programming problem must be easier to solve.

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Problems with variables that are yes-no types are called

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A common feature of set covering, knapsack, and location problems is that all of them use mixed integer programming formulation requiring no 010-1 variables.

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In modeling a shopping mall construction problem, there are four potential locations giving rise to four 0-1 decision variables, denoted as X1,X2,X3,X4X_{1}, X_{2}, X_{3}, X_{4} ,which take a value of 1 if a mall is constructed and 0 otherwise. Identify the correct set of constraint/s to satisfy the following condition/s: exactly one mall should be constructed among locations 1 and 3

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A two-variable pure integer programming problem can only be solved by the simplex method.

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