Give step-by-step solution with explanation and final answer:
Solve the linear programming problem by the method of corners.
Minimize C
=
6
x
+
7
y
subject to
4
x
+
y
≥
4
2
2
x
+
y
≥
3
0
x
+
3
y
≥
3
0
x
≥
0
,
y
≥
0
The minimum is
C
=
at
(
x
,
y
)
=
Question:
Give step-by-step solution with explanation and final answer:
Solve the linear programming problem by the method of corners.
Minimize C
=
6
x
+
7
y
subject to
4
x
+
y
≥
4
2
2
x
+
y
≥
3
0
x
+
3
y
≥
3
0
x
≥
0
,
y
≥
0
The minimum is
C
=
at
(
x
,
y
)
=
This is AI generated Response.
Asked by: anil
Created at: 2025-09-28 06:59:51
Final Answer:
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# Step-by-Step Solution
Given the linear programming problem:
**Minimize:**
\( C =6x + 7y \**Subject to:**
\[
begin{align*}
4x + y &\geq 42 \quad (1) \\
2x + y &\geq 30 \ (2)\
x + 3y &\geq 30 \quad (3) \\
x \geq ,\ y \geq
\end{align*}
\]
We solve by the **method of corners (vertices)**.
---
## 1. Convert inequalities for feasible region
Since all constraints are "\(\geq\)", the feasible region is **above** each line.
---
## 2. Find intersection points ("corners")
Let's find intersections of the constraints, as these are candidates for the minimum.
### Intersection A: (1) and (2)
\[
\begin{align*}
4x + y &= 42 \\
2x + y &= 30 \\
\end{align*}
\]
Subtract the second from the first:
\[
(4x + y) - (2x + y) = 42 - 30 \implies 2x = 12 \implies x = 6
\]
Substitute \(x=6\) into (2):
\[
2(6) + y = 30 \implies 12 + y = 30 \implies y = 18
\]
**So, Intersection A:** \((6, 18)\)
---
### Intersection B: (1) and (3)
\[
\begin{align*}
4x + y &= 42 \\
x + 3y &= 30 \\
\end{align*}
\]
Solve (3) for \(x\):
\[
x = 30 - 3y
\]
Substitute into (1):
\[
4(30 - 3y) + y = 42 \\
120 - 12y + y = 42 \\
120 - 11y = 42 \\
-11y = 42 - 120 = -78 \\
y = \frac{-78}{-11} = \frac{78}{11}
\]
Now substitute \(y\) into \(x = 30 - 3y\):
\[
x = 30 - 3\left(\frac{78}{11}\right) = 30 - \frac{234}{11} = \frac{330 - 234}{11} = \frac{96}{11}
\]
**So, Intersection B:** \(\left(\frac{96}{11}, \frac{78}{11}\right)\)
---
### Intersection C: (2) and (3)
\[
\begin{align*}
2x + y &= 30 \\
x + 3y &= 30 \\
\end{align*}
\]
From (2): \(y = 30 - 2x\)
Plug into (3):
\[
x + 3(30 - 2x) = 30 \\
x + 90 - 6x = 30 \\
-5x + 90 = 30 \\
-5x = 30 - 90 = -60 \\
x = \frac{-60}{-5} = 12
\]
Now \(y = 30 - 2x = 30 - 24 = 6\)
**So, Intersection C:** \((12, 6)\)
---
## 3. Check if each point is in the feasible region
- All constraints are "\(\geq\)" so the region is above all lines.
- \(x \geq , y \geq \) is automatically satisfied by all found points.
Let's check for each point:
### A: \((6, 18)\)
- \(4x + y = 24 + 18 = 42 \geq 42\) ✔️
- \(2x + y = 12 + 18 = 30 \geq 30\) ✔️
- \(x + 3y = 6 + 54 = 60 \geq 30\) ✔️
### B: \(\left(\frac{96}{11}, \frac{78}{11}\right)\)
- \(4x + y = 4 \times \frac{96}{11} + \frac{78}{11} = \frac{384 + 78}{11} = \frac{462}{11} = 42\) ✔️
- \(2x + y = 2 \times \frac{96}{11} + \frac{78}{11} = \frac{192 + 78}{11} = \frac{270}{11} \approx 24.55\)
But from the equations above, \(2x + y = 30\) (since that's the constraint used to find the intersection), so it should be \(30\), but let's check numerically:
\[
2 \times \frac{96}{11} + \frac{78}{11} = \frac{192 + 78}{11} = \frac{270}{11} = 24.545...
\]
But this is **less than 30**, so this point is actually **not feasible**.
But this can't be, because the intersection is found by solving two equality lines. Let's check calculation:
For (1) and (3):
From above:
- \(x = \frac{96}{11}\), \(y = \frac{78}{11}\)
Now, check (2):
\[
2x + y = 2 \times \frac{96}{11} + \frac{78}{11} = \frac{192 + 78}{11} = \frac{270}{11} \approx 24.55 < 30
\]
So, **this point is NOT in the feasible region**.
---
### C: \((12, 6)\)
- \(4x + y = 48 + 6 = 54 \geq 42\) ✔️
- \(2x + y = 24 + 6 = 30 \geq 30\) ✔️
- \(x + 3y = 12 + 18 = 30 \geq 30\) ✔️
---
## 4. Boundary points with axes?
- \(x = \) or \(y = \)
### At \(x = \):
- (1): \(y \geq 42\)
- (2): \(y \geq 30\)
- (3): \(3y \geq 30 \implies y \geq 10\)
- So \(y \geq 42\), so point \((, 42)\)
### At \(y = \):
- (1): \(4x \geq 42 \implies x \geq 10.5\)
- (2): \(2x \geq 30 \implies x \geq 15\)
- (3): \(x \geq 30\)
- So, the strongest lower bound is \(x \geq 30\), so point \((30, )\)
Now, check if these points satisfy all constraints:
#### \((, 42)\):
- (1): \(4 \times + 42 = 42 \geq 42\) ✔️
- (2): \(2 \times + 42 = 42 \geq 30\) ✔️
- (3): \( + 3 \times 42 = 126 \geq 30\) ✔️
#### \((30, )\):
- (1): \(4 \times 30 + = 120 \geq 42\) ✔️
- (2): \(2 \times 30 + = 60 \geq 30\) ✔️
- (3): \(30 + = 30 \geq 30\) ✔️
---
## 5. Calculate \(C\) at feasible corner points
List of feasible corners:
- \(A: (6, 18)\)
- \(C: (12, 6)\)
- \((, 42)\)
- \((30, )\)
Compute \(C\) at each:
### At \((6, 18)\):
\[
C = 6 \times 6 + 7 \times 18 = 36 + 126 = 162
\]
### At \((12, 6)\):
\[
C = 6 \times 12 + 7 \times 6 = 72 + 42 = 114
\]
### At \((, 42)\):
\[
C = 6 \times + 7 \times 42 = + 294 = 294
\]
### At \((30, )\):
\[
C = 6 \times 30 + 7 \times = 180 + = 180
\]
---
## 6. Find the minimum value
Smallest \(C\) is at \((12, 6)\), where \(C = 114\).
---
# Final Answer
**The minimum value is:**
\[
\boxed{C = 114 \quad \text{at} \quad (x, y) = (12, 6)}
\]
---
## Summary Table
| Point | \(C = 6x + 7y\) |
|----------------|----------------|
| (6, 18) | 162 |
| (12, 6) | **114** |
| (, 42) | 294 |
| (30, ) | 180 |
---
**Minimum is \(C = 114\) at \((x, y) = (12, 6)\).**
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