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Find the dual to the problem

min f=-6x1-4x2
subject to 2x1+1x2<=8
1x1+3x2<=12
1x1+1x2<=5
x1,x2>=0
and compute its solution

User Grug
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1 Answer

4 votes

Final answer:

The student is looking for the dual of a linear programming problem with three constraints and its solution. The dual problem can be formulated by associating a dual variable with each primal constraint and is a maximization problem. The solution can be obtained by using linear programming solution methods like the simplex method.

Step-by-step explanation:

The student is asking for the dual of a linear programming problem and its solution. The original problem is a minimization problem with three constraints and non-negativity restrictions. To find the dual problem, we associate a dual variable (let's say y1, y2, y3) with each constraint of the primal problem.

Finding the Dual Problem

The dual problem corresponding to the original minimization problem is a maximization problem. The dual objective function is constructed using the right-hand sides of the primal constraints as coefficients of the dual variables. The dual constraints are constructed based on the coefficients of the primal objective function and the primal constraints.

The dual problem is given by:

max Z = 8y1 + 12y2 + 5y3

subject to:

2y1 + y2 + y3 >= -6

y1 + 3y2 + y3 >= -4

y1, y2, y3 >= 0

Computing the Dual Solution

To solve the dual problem, we use linear programming techniques such as the simplex method or graphical methods if the problem is two-dimensional. After applying the chosen method, we can find the values of y1, y2, and y3 that maximize the dual objective function Z while satisfying the dual constraints.

User Saani
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