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Maximize z = 5x + 2y subject to 3x + 5y ≤ 15, 5x + 2y ≤ 10, x ≥ 0, y ≥ 0 - Mathematics and Statistics

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प्रश्न

Maximize z = 5x + 2y subject to 3x + 5y ≤ 15, 5x + 2y ≤ 10, x ≥ 0, y ≥ 0

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उत्तर

To draw the feasible region, construct table as follows:

Inequality 3x + 5y ≤ 15 5x + 2y ≤ 10
Corresponding equation (of line) 3x + 5y = 15 5x + 2y = 10
Intersection of line with X-axis (5, 0) (2, 0)
Intersection of line with Y-axis (0, 3) (0, 5)
Region Origin side Origin side

x ≥ 0, y ≥ 0 represent 1st quadrant.

Here, the objective function is Z = 5x + 2y

∴ Z at O(0, 0) = 5(0) + 2(0) = 0

Z at Q(2, 0) = 5(2) + 2(0) = 10

Z at R `(20/19, 45/19) = 5 (20/19) + 2(45/19) = 10`

Z at A(0, 3) = 5(0) + 2(3) = 6

 The maximum value of Z is 10 and it occurs at every point lying on the line segment joining `"R"(20/19, 45/19)` and Q(2, 0).

Hence, there are infinitely many optimal solutions.

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Linear Programming Problem (L.P.P.)
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