Math Problem Statement
Nutrition Ruff, Inc. makes dog food out of chicken and grain. Chicken has 10 grams of protein and 5 grams of fat per ounce, and grain has 2 grams of protein and 2 grams of fat per ounce. A bag of dog food must contain at least 230 grams of protein and at least 180 grams of fat. If chicken costs 9¢ per ounce and grain costs 1¢ per ounce, how many ounces of each should Ruff use in each bag of dog food to minimize cost? (If an answer does not exist, enter DNE.)
grain ozchicken oz
Solution
To solve this problem, we need to formulate it as a linear programming problem. Let's denote:
- as the number of ounces of chicken.
- as the number of ounces of grain.
Objective: Minimize the cost , which is given by:
Constraints:
-
Protein Constraint: The total protein content must be at least 230 grams.
-
Fat Constraint: The total fat content must be at least 180 grams.
-
Non-negativity Constraints:
Step 1: Convert Inequalities to Equalities (Finding the Feasible Region)
For each constraint, we'll convert the inequalities to equalities to find the boundary lines.
-
Divide by 2: So, the line equation is . -
So, the line equation is .
Step 2: Identify the Intersection Points (Vertices of the Feasible Region)
We find the intersection points of the boundary lines and the axes.
-
Intersection of and :
Set : Substitute into : So, the intersection point is .
-
Intersection with the y-axis ():
From :
From :
-
Intersection with the x-axis ():
From :
From :
Step 3: Evaluate the Objective Function at the Vertices
Now we evaluate the cost function at the vertices found:
Step 4: Identify the Minimum Cost
The minimum cost occurs at when and .
Answer:
- Grain: ounces
- Chicken: ounces
This is the optimal solution to minimize the cost.
Would you like any further details, or do you have any questions?
Relative Questions:
- How would the cost change if the price of chicken increased to 12¢ per ounce?
- What if the minimum fat requirement increased to 200 grams? How would the solution change?
- How would adding a minimum calorie requirement affect the problem?
- Can you solve this problem graphically to confirm the algebraic solution?
- What is the impact on the cost if the protein content in grain increases by 1 gram per ounce?
Tip: When solving linear programming problems, always verify the feasible region before optimizing the objective function.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Formulas
Cost Function: C = 9x + y
Protein Constraint: 10x + 2y ≥ 230
Fat Constraint: 5x + 2y ≥ 180
Theorems
Feasible Region
Vertex Theorem in Linear Programming
Suitable Grade Level
Grades 11-12 or College-Level
Related Recommendation
Linear Programming Solution for Dog Food Nutrient Optimization Problem
Linear Programming Problem: Minimizing Cost for Dog Food Ingredients with Protein and Fat Constraints
Optimization of Dog Food Serving Sizes for Minimum Cost
Optimizing Dog Food Nutrition Using Linear Programming
Optimal Diet Calculation for Dog Food Using Linear Programming