Math Problem Statement
Solution
The problem appears to be focused on determining the optimal amounts of milk to purchase from two dairies, Dairy I and Dairy II, to get a blend with the maximum amount of butterfat content while staying within budget constraints. Here's a breakdown of the problem setup:
Problem Setup:
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Milk from Dairy I:
- Price: $2.40 per gallon
- Butterfat content: 3.7%
- Maximum supply: 55 gallons
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Milk from Dairy II:
- Price: $0.80 per gallon
- Butterfat content: 2.9%
- Maximum supply: 80 gallons
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Budget constraint: The company has at most $144 available to purchase milk.
-
Goal: The company wants to buy enough milk from each supplier to get at most 100 gallons of milk with the highest possible butterfat content.
Step-by-Step Approach:
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Let:
- be the number of gallons from Dairy I.
- be the number of gallons from Dairy II.
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Objective: Maximize butterfat content.
- The total butterfat content is .
-
Constraints:
- Total gallons: gallons.
- Budget: .
- Supply limits: and .
- Non-negativity: .
This is a linear programming problem where we maximize the butterfat content subject to the constraints.
Solving:
You can solve this using graphical methods or simplex methods in linear programming.
Would you like a detailed solution for how to maximize the butterfat or further clarification on the steps? Here are 5 related questions you might consider:
- How does linear programming help in maximizing a function under constraints?
- Can the problem be solved graphically or does it require the simplex method?
- What would happen if the cost or butterfat percentages changed?
- How would you interpret the shadow price in this context?
- Could you formulate similar problems involving other ingredients and constraints?
Tip: When dealing with linear programming, always ensure to clearly define both your objective function and all constraints to avoid errors.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Budget Constraints
Formulas
Objective: Maximize butterfat content = 0.037 * Dairy I gallons + 0.029 * Dairy II gallons
Budget constraint: 2.40 * Dairy I gallons + 0.80 * Dairy II gallons ≤ 144
Supply constraints: Dairy I gallons ≤ 55, Dairy II gallons ≤ 80
Total gallons: Dairy I gallons + Dairy II gallons ≤ 100
Theorems
Linear Programming Theorems
Simplex Method
Suitable Grade Level
College Level (Linear Algebra/Optimization)
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