Math Problem Statement
A farmer is going to divide her 50 acre farm between two crops. Seed for crop a cost $40 per acre. Seed for Croppie cost $20 per acre. The farmer can spend at most $1400 on seed. If crop B brings in a profit of $90 per acre, and crop a brings in a profit of $30 per acre, how many acres of each crop should the farmer plant to maximize her profit?
Solution
Let's solve this optimization problem using a linear programming approach.
Variables
Let:
- = the number of acres planted with crop A.
- = the number of acres planted with crop B.
Objective
The goal is to maximize profit, given by:
Constraints
-
Total Acreage Constraint: The farmer has a total of 50 acres.
-
Seed Cost Constraint: The farmer has a budget of $1400 for seeds. Since crop A costs $40 per acre and crop B costs $20 per acre:
-
Non-negativity Constraints: The number of acres planted for each crop must be non-negative:
Solving the Linear Programming Problem
- Rewrite the Seed Cost Constraint: Simplify the second inequality by dividing by 20:
So, our problem becomes:
Maximize:
Subject to:
Finding the Feasible Region and Vertices
To maximize profit, we need to check the vertices of the feasible region formed by these inequalities. Let's find the points of intersection.
1. Intersection of and
Solve these equations simultaneously:
- From , we get .
- Substitute into :
- Substitute back into :
So, one vertex is .
2. Intersection of and
If : So, another vertex is .
3. Intersection of and
If : So, another vertex is .
Now we have three vertices: , , and .
Evaluating the Objective Function at Each Vertex
Let's calculate the profit at each of these points:
-
At :
-
At :
-
At :
Conclusion
The maximum profit is achieved at the point , where the profit is $3300.
Answer
The farmer should plant:
- 20 acres of crop A
- 30 acres of crop B
This configuration maximizes her profit to $3300.
Would you like more details or have any questions?
Related Questions
- How would the solution change if the cost of crop A's seed increased to $50 per acre?
- What happens to the profit if the profit per acre of crop B decreases?
- How would the solution be affected if the total available land was reduced to 40 acres?
- Can we add another crop, say crop C, and solve the optimization with three crops?
- What is the impact on profit if the farmer spends exactly $1400 on seeds?
Tip:
In linear programming, identifying the vertices of the feasible region is crucial, as the maximum or minimum values of the objective function always occur at these points.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Systems of Inequalities
Formulas
Objective function: Profit = 30x + 90y
Constraints: x + y ≤ 50, 2x + y ≤ 70, x ≥ 0, y ≥ 0
Theorems
Fundamental Theorem of Linear Programming
Suitable Grade Level
Grades 10-12
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