Can a 3x3 Matrix Represent a Quadratic, Cubic, or Quartic Function?

In summary, a 3x3 matrix can represent a quadratic, cubic, and quartic function by using the general forms of each function. However, it cannot accurately represent all types of functions. Additionally, a 3x3 matrix can be used to solve a system of equations through matrix algebra.
  • #1
Bruno Tolentino
97
0
I have a doubt...

Look this matrix equation:
[tex]\begin{bmatrix}
A\\
B
\end{bmatrix} = \begin{bmatrix}
+\frac{1}{\sqrt{2}} & +\frac{1}{\sqrt{2}}\\
+\frac{1}{\sqrt{2}} & -\frac{1}{\sqrt{2}}
\end{bmatrix} \begin{bmatrix}
X\\
Y
\end{bmatrix}[/tex]
[tex]\begin{bmatrix}
X\\
Y
\end{bmatrix} = \begin{bmatrix}
+\frac{1}{\sqrt{2}} & +\frac{1}{\sqrt{2}}\\
+\frac{1}{\sqrt{2}} & -\frac{1}{\sqrt{2}}
\end{bmatrix} \begin{bmatrix}
A\\
B
\end{bmatrix}[/tex]
By analogy, should exist a matrix 3x3 such that:
[tex]\begin{bmatrix}
A\\
B\\
C\\
\end{bmatrix} = \begin{bmatrix}
? & ? & ?\\
? & ? & ?\\
? & ? & ?\\
\end{bmatrix} \begin{bmatrix}
X\\
Y\\
Z\\
\end{bmatrix}[/tex]
[tex]\begin{bmatrix}
X\\
Y\\
Z\\
\end{bmatrix} = \begin{bmatrix}
? & ? & ?\\
? & ? & ?\\
? & ? & ?\\
\end{bmatrix} \begin{bmatrix}
A\\
B\\
C\\
\end{bmatrix}[/tex]
So, what values need be replaced in ? for the matrix equation above be right?

I think that my doubt is related with these wikipages:
https://en.wikipedia.org/wiki/Quadratic_formula#By_Lagrange_resolvents
https://en.wikipedia.org/wiki/Cubic_function#Lagrange.27s_method
https://en.wikipedia.org/wiki/Quartic_function#Solving_by_Lagrange_resolvent

EDIT: The inverse of the 3x3 matrix need be equal to itself.
 
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  • #2
Bruno Tolentino said:
I have a doubt...

Look this matrix equation:
[tex]\begin{bmatrix}
A\\
B
\end{bmatrix} = \begin{bmatrix}
+\frac{1}{\sqrt{2}} & +\frac{1}{\sqrt{2}}\\
+\frac{1}{\sqrt{2}} & -\frac{1}{\sqrt{2}}
\end{bmatrix} \begin{bmatrix}
X\\
Y
\end{bmatrix}[/tex]
[tex]\begin{bmatrix}
X\\
Y
\end{bmatrix} = \begin{bmatrix}
+\frac{1}{\sqrt{2}} & +\frac{1}{\sqrt{2}}\\
+\frac{1}{\sqrt{2}} & -\frac{1}{\sqrt{2}}
\end{bmatrix} \begin{bmatrix}
A\\
B
\end{bmatrix}[/tex]
Your question is not very complicated. If ##\vec{x} = A\vec{b}##, and A is an invertible matrix, then ##\vec{b} = A^{-1}\vec{x}##. Note that capital letters are usually used for matrix names, and lower case letters are used for vectors or the components of vectors.
Bruno Tolentino said:
By analogy, should exist a matrix 3x3 such that:
[tex]\begin{bmatrix}
A\\
B\\
C\\
\end{bmatrix} = \begin{bmatrix}
? & ? & ?\\
? & ? & ?\\
? & ? & ?\\
\end{bmatrix} \begin{bmatrix}
X\\
Y\\
Z\\
\end{bmatrix}[/tex]
[tex]\begin{bmatrix}
X\\
Y\\
Z\\
\end{bmatrix} = \begin{bmatrix}
? & ? & ?\\
? & ? & ?\\
? & ? & ?\\
\end{bmatrix} \begin{bmatrix}
A\\
B\\
C\\
\end{bmatrix}[/tex]
Yes, as long as the matrix has an inverse. The equation I wrote is applicable for any square matrix A that has an inverse.
Bruno Tolentino said:
None of these links is helpful, as far as I can see. Any linear algebra textbook will have a section on finding the inverse of a square matrix.
Bruno Tolentino said:
EDIT: The inverse of the 3x3 matrix need be equal to itself.
Of course.
 
Last edited:
  • #3
The problem in matrix form is find A (if it exist other than A=I) where [itex]A^2=I[/itex]. In scalar form it is 9 equations with 9 unknowns.
 
  • #4
You need to find matrices such that ##A^2=I##, or equivalently, such that ##A^{-1}=A##. Any such matrix can be represented as ##A=SJS^{-1}##, where ##S## is an invertible matrix, and ##J## is a diagonal matrix with entries ##\pm 1## on the diagonal . When all diagonal entries of ##J## are ##1## you get ##A=I##, when all equal ##-1## you get ##A=-I##; when ##J## has both ##1## and ##-1## on the diagonal you will get a non-trivial example of a matrix ##A##.

This is a complete description, meaning that any matrix ##A## such that ##A^{-1}=A## can be represented as ##A=SJS^{-1}## (but the representation is not unique). And this is true in all dimensions, not just in dimension 3.
 
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Likes Bruno Tolentino

1. Can a 3x3 matrix represent a quadratic function?

Yes, a 3x3 matrix can represent a quadratic function. The general form of a quadratic function is f(x) = ax^2 + bx + c. This can be written as a 3x3 matrix [a b c; 0 0 0; 0 0 0].

2. How is a 3x3 matrix used to represent a cubic function?

A 3x3 matrix can be used to represent a cubic function by using the general form of f(x) = ax^3 + bx^2 + cx + d. This can be written as a 3x3 matrix [a b c; d 0 0; 0 0 0].

3. Is it possible for a 3x3 matrix to represent a quartic function?

Yes, a 3x3 matrix can represent a quartic function. The general form of a quartic function is f(x) = ax^4 + bx^3 + cx^2 + dx + e. This can be written as a 3x3 matrix [a b c; d e 0; 0 0 0].

4. Can a 3x3 matrix accurately represent any type of function?

No, a 3x3 matrix can only accurately represent certain types of functions such as quadratic, cubic, and quartic functions. It cannot represent all types of functions.

5. How is a 3x3 matrix used to solve a system of equations?

A 3x3 matrix can be used to solve a system of equations by representing the coefficients and constants of the equations in the matrix and then using matrix operations to solve for the variables. This method is known as matrix algebra and is commonly used in linear algebra and engineering applications.

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