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 be the number of hectares planted with coffee and be the number of hectares planted with vegetables.
The total land constraint is:
The total labor constraint is:
The objective function to maximize is the total profit , which is given by:
We also have the non-negativity constraints:
We can simplify the labor constraint by dividing by 2:
Now we have the following linear programming problem:
Maximize
Subject to:
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:
Substitute into :
So the intersection point is .
2. Intersection of $x + y = 40$ and $x = 0$:
If , then . The intersection point is .
3. Intersection of $x + 4y = 60$ and $y = 0$:
If , then . But this point violates the constraint .
4. Intersection of $x + 4y = 60$ and $x = 0$:
If , then , so . The intersection point is .
5. Intersection of $x + y = 40$ and $y = 0$:
If , then . The intersection point is .
Now we evaluate the objective function at the vertices of the feasible region:
(0, 0):
(40, 0):
(0, 15):
:
Since is the largest profit, the optimal solution is to plant hectares of coffee and hectares of vegetables.
3. Final Answer
To maximize profit, the villagers should plant hectares of coffee and hectares of vegetables.
This is approximately 33.33 hectares of coffee and 6.67 hectares of vegetables.