Question #66367

Solve the following integer linear programming problem:
Max 2x1 + 5x2 + 7x3

Subject to,
4x1 + 3x2 + x3 ≥ 29

Where x1, x2, x3 are non-negative integers.
1

Expert's answer

2017-03-28T09:12:07-0400

Answer on Question 66367 - Math - Statistics and Probability

Question: Solve the following integer linear programming problem: maximize

2x1+5x2+7x32x_{1}+5x_{2}+7x_{3}

subject to the constrain 4x1+3x2+x3294x_{1}+3x_{2}+x_{3}\geq 29, where x1x_{1}, x2x_{2}, x3x_{3} are non-negative integers.

Solution: An integer linear programming problem (ILP) is a linear programming problem (LP) in which some or all of the variables are restricted to be integers. If LP admits an integer solution, then this solution is a solution of ILP. Otherwise, we must apply some special algorithms such as the branch-and-bound algorithm. However if LP is unbounded, then ILP is also unbounded.

Recall that a problem is unbounded if it has feasible solutions with arbitrarily large objective values. The problem under consideration is unbounded. In fact, for the sequence of feasible solutions Xn=(n,0,0)X_{n}=(n,0,0), where n=8,9,n=8,9,\dots the objective value 2n2n goes to infinity as n+n\to+\infty.

Answer: The problem is unbounded.

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