How Do You Use Matrix Inversion to Determine Nutrient Ratios in Food?

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SUMMARY

The discussion focuses on using matrix inversion to determine nutrient ratios in food, specifically for folic acid, choline, and inositol. The nutritionist's problem involves a 3x3 matrix representing food nutrient content and requires finding the inverse of this matrix to solve for the amounts of each food type needed to meet specific nutrient targets. The inverse matrix provided is [[0, 1, -1], [-3, 5/2, 0], [2, -5/2, 1]], which is essential for calculating the required food quantities. The participants successfully clarify the matrix equation setup and confirm the method for solving the nutrient requirements.

PREREQUISITES
  • Understanding of matrix operations, specifically matrix inversion
  • Familiarity with linear algebra concepts, including systems of equations
  • Knowledge of nutrient composition in food
  • Proficiency in using calculators for matrix calculations
NEXT STEPS
  • Learn how to perform matrix inversion using tools like MATLAB or Python's NumPy library
  • Study the application of linear algebra in nutritional science
  • Explore advanced matrix operations, such as determinants and eigenvalues
  • Investigate other methods for solving systems of equations, such as Gaussian elimination
USEFUL FOR

This discussion is beneficial for nutritionists, students of linear algebra, and anyone interested in applying mathematical concepts to real-world problems in dietary planning and nutrient optimization.

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Homework Statement



A nutritionist is studying the effects of the nutrients folic acid, choline, and inositol. He has three types of food available, and each type contains the following amounts of these nutrients per ounce:

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a) Find the inverse of the matrix

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and use it to solve the remaining parts of this problem. A calculator may be used.
1) How many ounces of each food should the nutritionist feed his laboratory rats if he wants their daily diet to contain 23 mg of folic acid, 28 mg of choline, and 27 mg of inositol?

2) How much of each food is needed to supply 20 mg of folic acid, 24 mg of choline, and 21 mg of inositol?

3) Will any combination of these foods supply 6 mg of folic acid, 8 mg of choline, and 13 mg of inositol?

Homework Equations



A * A^-1 = Identity

The Attempt at a Solution



I have only been able to yield the inverse of the matrix:

0 1 -1
-3 5/2 0
2 -5/2 1I do not know how to approach the rest of the problem!
 
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For a, you want to solve the matrix equation Ax = y
\left[ \begin{array} {c c c } 5 & 3 & 5 \\ 6 & 4 & 6 \\ 5 & 4 & 6 \end{array} \right]\left[ \begin{array}{c}x_1\\x_2\\x_3\end{array} \right] = \left[ \begin{array}{c}23\\28\\27\end{array} \right]

Using your inverse, A-1, can you figure out how to solve for the vector x?

For b, similar setup, but the vector on the right uses the three values of this part of the problem.
 
Last edited:
Mark44 said:
For a, you want to solve the matrix equation Ax = y
\left[ \begin{array} {c c c } 5 & 3 & 5 \\ 6 & 4 & 6 \\ 5 & 4 & 6 \end{array} \right]\left[ \begin{array}{c}x_1\\x_2\\x_3\end{array} \right] = \left[ \begin{array}{c}23\\28\\27\end{array} \right]

Using your inverse, A-1, can you figure out how to solve for the vector x?

For b, similar setup, but the vector on the right uses the three values of this part of the problem.

Thank you very much, but I'm not sure I understand.

Would I solve for x by setting up the equation "5x + 3y + 5z = 23" and solving?
 
No. In the matrix equation I showed, the 3 x 3 matrix is A, the column vector in the middle represents the amounts of foods A, B, and C, and the column vector on the right represents the desired amounts of folic acid, choline, and inisotol.

If A is an invertible matrix, then the equation Ax = y can be solved by multiplying the left and right sides by A-1.

Ax = y
==> A-1Ax = A-1y

Why do you think they asked you to find the inverse?
 
Ah, I see now! Thank you very much for your time and help. I was finally able to find the answers!
 

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