Solve the following linear programming problem graphically: Maximize and minimize $Z=60x+15y$ subject to the constraints $x+y≤50,3x+y≤90,x,y≥0$.
Answer & explanation
Correct answer: option 3
The correct answer is Option (3) → Max: 1800, Min: 0
Identify the Boundary Lines
First, we convert the inequalities into equations to find the intercepts for each boundary line:
- Constraint 1: $x + y = 50$
- If $x = 0$, $y = 50$. Point: (0, 50)
- If $y = 0$, $x = 50$. Point: (50, 0)
- Constraint 2: $3x + y = 90$
- If $x = 0$, $y = 90$. Point: (0, 90)
- If $y = 0$, $3x = 90 ⇒x = 30$. Point: (30, 0)
- Non-negativity: $x \geq 0$ and $y \geq 0$ restrict the region to the first quadrant.
Find the Intersection Point
We find the point where the two lines $x + y = 50$ and $3x + y = 90$ intersect:
- From the first equation: $y = 50 - x$
- Substitute into the second equation: $3x + (50 - x) = 90$
- $2x + 50 = 90 ⇒2x = 40 ⇒\mathbf{x = 20}$
- Substitute $x$ back: $y = 50 - 20 ⇒\mathbf{y = 30}$
The intersection point is (20, 30).
The coordinates of the corner points O, A, B, C are (0, 0), (30, 0), (20, 30) and (0, 50) respectively. We evaluate $Z=60x+15y$ at each of these points.
|
Corner point |
Value of objective function $Z=60x+15y$ |
|
(0, 0) |
0 → Smallest |
|
(30, 0) |
1800 → Largest |
|
(20, 30) |
1650 |
|
(0, 50) |
750 |
Hence, the minimum value of Z is 0 at the point (0, 0) and maximum value of Z is 1800 at the point (30, 0).