Representation of a Matrix to a basis

In summary, the problem involves finding the representation of a matrix M in a given basis set. This can be done by setting up a coefficient matrix X and a basis set matrix B, where M is equal to the product of these two matrices. The coefficient matrix will have dimensions 1x6 and the basis set matrix will have dimensions 6x1, with 6 individual matrices for the basis set.
  • #1
blackbear
41
0

Homework Statement


This problem refer to my previous post "trace of a matrix"

M = [tex]

\begin{pmatrix} 2 & -1 & 0 \\ -1 & 1 & 5 \\ 0 & 5 & 3\end{pmatrix}

[/tex]

from the following basis set:

[tex]

\begin{pmatrix} 1 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0\end{pmatrix}

[/tex]

[tex]

\begin{pmatrix} 0 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 0\end{pmatrix}

[/tex]

[tex]

\begin{pmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix}

[/tex]

[tex]

\begin{pmatrix} 0 & 0 & 1 \\ 0 & 0 & 0 \\ 1 & 0 & 0\end{pmatrix}

[/tex]

[tex]

\begin{pmatrix} 0 & 1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 0\end{pmatrix}

[/tex]

[tex]

\begin{pmatrix} 0 & 0 & 0 \\ 0 & 0 & 1 \\ 0 & 1 & 0\end{pmatrix}

[/tex]

Then what is the representation of M to this basis?

Homework Equations


The Attempt at a Solution


Homework Statement



M=[basis set]*B, where B is the rep. of M

Homework Equations


The Attempt at a Solution



There will be one (1x6) matrix for the coefficient's of M and (6x1) matrix for the basis set.

X= [tex]

\begin{pmatrix} 2 \\ 1 \\ 3 \\ 0 \\ -1 \\ 5\end{pmatrix}

[/tex]

and 6 matrices for the basis set...
 
Last edited:
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  • #2
B = \begin{pmatrix} 1 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0\end{pmatrix} Therefore, M=[basis set]*X.
 

What is a matrix representation to a basis?

A matrix representation to a basis is a way of expressing a linear transformation in terms of a specific basis. It involves creating a matrix where the columns represent the coordinates of the basis vectors in the original basis, and the rows represent the coordinates of the transformed basis vectors in the new basis.

Why is it important to have a matrix representation to a basis?

Having a matrix representation to a basis allows for easier computation and manipulation of linear transformations. It also helps in understanding the transformation and its properties.

Can a matrix representation to a basis be unique?

Yes, a matrix representation to a basis can be unique. However, it is not always the case. If the basis is not orthogonal, the matrix representation may not be unique.

How is a matrix representation to a basis different from a standard matrix?

A matrix representation to a basis is different from a standard matrix in that it is specific to a chosen basis, whereas a standard matrix represents a transformation in the standard basis (i.e. the standard unit vectors).

What is the process for finding a matrix representation to a basis?

The process for finding a matrix representation to a basis involves expressing the basis vectors in terms of the standard unit vectors, applying the transformation to the basis vectors, and then expressing the transformed basis vectors in terms of the standard unit vectors. These coordinates are then arranged in a matrix to form the matrix representation.

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