The problem asks us to determine how much of a 40-hectare land should be planted with coffee and vegetables to maximize profit, given that coffee yields a profit of K2000 per hectare and requires 2 laborers per hectare, while vegetables yield a profit of K6000 per hectare and require 8 laborers per hectare. The total labor force is 120.

Applied MathematicsLinear ProgrammingOptimizationConstraintsObjective FunctionFeasible RegionVertices
2025/3/14

1. Problem Description

The problem asks us to determine how much of a 40-hectare land should be planted with coffee and vegetables to maximize profit, given that coffee yields a profit of K2000 per hectare and requires 2 laborers per hectare, while vegetables yield a profit of K6000 per hectare and require 8 laborers per hectare. The total labor force is
1
2
0.

2. Solution Steps

Let xx be the number of hectares planted with coffee and yy be the number of hectares planted with vegetables.
The total land constraint is:
x+y40x + y \le 40
The total labor constraint is:
2x+8y1202x + 8y \le 120
The objective function to maximize is the total profit PP, which is given by:
P=2000x+6000yP = 2000x + 6000y
We also have the non-negativity constraints:
x0x \ge 0
y0y \ge 0
We can simplify the labor constraint by dividing by 2:
x+4y60x + 4y \le 60
Now we have the following linear programming problem:
Maximize P=2000x+6000yP = 2000x + 6000y
Subject to:
x+y40x + y \le 40
x+4y60x + 4y \le 60
x0x \ge 0
y0y \ge 0
First, let's find the vertices of the feasible region.

1. Intersection of $x + y = 40$ and $x + 4y = 60$:

Subtract the first equation from the second:
3y=203y = 20
y=203y = \frac{20}{3}
Substitute y=203y = \frac{20}{3} into x+y=40x + y = 40:
x+203=40x + \frac{20}{3} = 40
x=40203=120203=1003x = 40 - \frac{20}{3} = \frac{120 - 20}{3} = \frac{100}{3}
So the intersection point is (1003,203)(\frac{100}{3}, \frac{20}{3}).

2. Intersection of $x + y = 40$ and $x = 0$:

If x=0x = 0, then y=40y = 40. The intersection point is (0,40)(0, 40).

3. Intersection of $x + 4y = 60$ and $y = 0$:

If y=0y = 0, then x=60x = 60. But this point violates the constraint x+y40x + y \le 40.

4. Intersection of $x + 4y = 60$ and $x = 0$:

If x=0x = 0, then 4y=604y = 60, so y=15y = 15. The intersection point is (0,15)(0, 15).

5. Intersection of $x + y = 40$ and $y = 0$:

If y=0y = 0, then x=40x = 40. The intersection point is (40,0)(40, 0).
Now we evaluate the objective function at the vertices of the feasible region:
(0, 0): P=2000(0)+6000(0)=0P = 2000(0) + 6000(0) = 0
(40, 0): P=2000(40)+6000(0)=80000P = 2000(40) + 6000(0) = 80000
(0, 15): P=2000(0)+6000(15)=90000P = 2000(0) + 6000(15) = 90000
(1003,203)(\frac{100}{3}, \frac{20}{3}): P=2000(1003)+6000(203)=2000003+1200003=3200003106666.67P = 2000(\frac{100}{3}) + 6000(\frac{20}{3}) = \frac{200000}{3} + \frac{120000}{3} = \frac{320000}{3} \approx 106666.67
Since 3200003\frac{320000}{3} is the largest profit, the optimal solution is to plant 1003\frac{100}{3} hectares of coffee and 203\frac{20}{3} hectares of vegetables.

3. Final Answer

To maximize profit, the villagers should plant 1003\frac{100}{3} hectares of coffee and 203\frac{20}{3} hectares of vegetables.
This is approximately 33.33 hectares of coffee and 6.67 hectares of vegetables.

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