Math Problem Statement

A veterinarian has been asked to prepare a diet for a group of dogs to be used in a nutrition study at the School of Animal Science. It has been stipulated that each serving should be no larger than 8 oz and must contain at least 29 units of Nutrient I and 20 units of Nutrient II. The vet has decided that the diet may be prepared from two brands of dog food: Brand A and Brand B. Each ounce of Brand A contains 3 units of Nutrient I and 4 units of Nutrient II. Each ounce of Brand B contains 5 units of Nutrient I and 2 units of Nutrient II. Brand A costs 4 cents/oz and Brand B costs 5 cents/oz. Determine how many ounces of each brand of dog food should be used per serving to meet the given requirements at a minimum cost. Brand A oz Brand B oz

What is the minimum cost per serving? cents

Solution

To solve this problem, we’ll set up a linear programming model.

Define the variables:

Let:

  • xx = ounces of Brand A used per serving.
  • yy = ounces of Brand B used per serving.

Objective:

Minimize the cost of the serving. The cost function is: Cost=4x+5y\text{Cost} = 4x + 5y

Constraints:

  1. Each serving should be no larger than 8 oz: x+y8x + y \leq 8

  2. The serving must contain at least 29 units of Nutrient I: 3x+5y293x + 5y \geq 29

  3. The serving must contain at least 20 units of Nutrient II: 4x+2y204x + 2y \geq 20

  4. Non-negativity constraints: x0,y0x \geq 0, \quad y \geq 0

Solving the System:

To find the optimal values of xx and yy that satisfy all these constraints and minimize the cost, we can use graphical methods or linear programming tools. For simplicity here, I'll outline the solution:

Steps:

  1. Identify the feasible region defined by the constraints.
  2. Determine the corner points of the feasible region (intersection points of the constraints).
  3. Evaluate the cost function at each corner point to find the minimum cost.

Let's go through the steps.

Step 1: Solve the inequalities for intersections

Intersection of x+y=8x + y = 8 and 3x+5y=293x + 5y = 29:

Solving these two equations:

  1. x+y=8y=8xx + y = 8 \Rightarrow y = 8 - x.
  2. Substitute into 3x+5y=293x + 5y = 29: 3x+5(8x)=293x + 5(8 - x) = 29 3x+405x=293x + 40 - 5x = 29 2x=11x=5.5-2x = -11 \Rightarrow x = 5.5 y=85.5=2.5y = 8 - 5.5 = 2.5 So, one intersection point is (5.5,2.5)(5.5, 2.5).

Intersection of x+y=8x + y = 8 and 4x+2y=204x + 2y = 20:

  1. x+y=8y=8xx + y = 8 \Rightarrow y = 8 - x.
  2. Substitute into 4x+2y=204x + 2y = 20: 4x+2(8x)=204x + 2(8 - x) = 20 4x+162x=204x + 16 - 2x = 20 2x=4x=22x = 4 \Rightarrow x = 2 y=82=6y = 8 - 2 = 6 So, another intersection point is (2,6)(2, 6).

Intersection of 3x+5y=293x + 5y = 29 and 4x+2y=204x + 2y = 20:

  1. Solve these equations by elimination or substitution:
    • Multiply the second equation by 2 to align yy-terms: 3x+5y=293x + 5y = 29 8x+4y=408x + 4y = 40
    • Solve by elimination: 4x=11x=2.754x = 11 \Rightarrow x = 2.75 [

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Optimization
Systems of Inequalities

Formulas

Cost function: Cost = 4x + 5y
Inequality constraints: x + y ≤ 8, 3x + 5y ≥ 29, 4x + 2y ≥ 20

Theorems

Fundamental Theorem of Linear Programming

Suitable Grade Level

Grade 11-12 and College-level