Finding the Orthogonal Complement of a Vector Space

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In summary, the student is trying to solve a linear equation system but does not know how to set it up. They are having trouble with finding an example where a subspace of the vector space is given. They are able to solve for x when x=b and y=a.
  • #1
AwesomeTrains
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3

Homework Statement


[itex] G:= [/itex]
\begin{pmatrix}
1 & 0 & 0 & 1 \\
0 & 1 & 1 & 0 \\
0 & 1 & 1 & 0\\
1 & 0 & 0 & 1 \\
\end{pmatrix}

[itex] B(x,y) = x^{T}Gy[/itex]

[itex] B: \textit{R}^{4} X \textit{R}^{4} \rightarrow \textit{R}[/itex]

Find [itex] (\textit{R}^{4})^{\bot} [/itex]

Homework Equations



[itex] (\textit{R}^{4})^{\bot} = \left\{x | B(x,y)=0,\forall y\in\textit{R}^{4} \right\}[/itex]

The Attempt at a Solution


I think I have to solve a linear equation system but I don't know how to set it up.
I could only find examples where a subspace of the vektor space was given.
Any hints are much appreciated.
 
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  • #2
AwesomeTrains said:

Homework Statement


[itex] G:= [/itex]
\begin{pmatrix}
1 & 0 & 0 & 1 \\
0 & 1 & 1 & 0 \\
0 & 1 & 1 & 0 \\
1 & 0 & 0 & 1 \\
\end{pmatrix}

[itex] B(x,y) = x^{T}Gy[/itex]

[itex] B: \textit{R}^{4} X \textit{R}^{4} \rightarrow \textit{R}[/itex]

Find [itex] (\textit{R}^{4})^{\bot} [/itex]

Homework Equations



[itex] (\textit{R}^{4})^{\bot} = \left\{x | B(x,y)=0,\forall y\in\textit{R}^{4} \right\}[/itex]

The Attempt at a Solution


I think I have to solve a linear equation system but I don't know how to set it up.
I could only find examples where a subspace of the vektor space was given.
Any hints are much appreciated.
This is what I would do. Start by writing out what B(x, y) means.

$$B(x, y) = \begin{bmatrix} x_1 & x_2 & x_3 & x_4\end{bmatrix} \begin{bmatrix}1 & 0 & 0 & 1\\ 0 & 1 & 1 & 0 \\ 0 & 1 & 1 & 0 \\ 1 & 0 & 0 & 1 \end{bmatrix}\begin{bmatrix} y_1 \\ y_2 \\ y_3 \\ y_4\end{bmatrix} $$

You want all vectors x in R4 such that B(x, y) = 0 for any y in R4.
 
  • #3
Yes, but wouldn't that give me one equation with 8 unknowns.
[itex]y_{1}(x_{1}+x_{4})+y_{2}(x_{2}+x_{3})+y_{3}(x_{2}+x_{3})+y_{4}(x_{1}+x_{4}) = 0[/itex]
 
  • #4
AwesomeTrains said:
Yes, but wouldn't that give me one equation with 8 unknowns.
[itex]y_{1}(x_{1}+x_{4})+y_{2}(x_{2}+x_{3})+y_{3}(x_{2}+x_{3})+y_{4}(x_{1}+x_{4}) = 0[/itex]
But the expression on the left side has to be identically zero for any choices of the y values, so what conditions does that place on the four x values?
 
  • #5
[itex]x_{1}+x_{4}=0 [/itex] and [itex] x_{2}+x_{3}=0 [/itex]
Is that what you mean?
 
  • #6
AwesomeTrains said:
[itex]x_{1}+x_{4}=0 [/itex] and [itex] x_{2}+x_{3}=0 [/itex]
Is that what you mean?
Yes.
 
  • #7
Then [itex]x_{1} = -x_{4} = -b [/itex], [itex]x_{2} := a [/itex], [itex]x_{3} = -x_{2} = -a [/itex] and [itex]x_{4} := b [/itex]
[itex] \quad (R^{4})^{\bot}=a\begin{pmatrix}
0 \\
1 \\
-1 \\
0 \\
\end{pmatrix}+ b\begin{pmatrix}
-1 \\
0 \\
0 \\
1 \\
\end{pmatrix} [/itex]
Have I got it right?
 
  • #8
Looks good.
 
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1. What is an orthogonal complement?

The orthogonal complement of a vector space V is the set of all vectors that are perpendicular to every vector in V. It is denoted by V𝗧.

2. How do you find the orthogonal complement of a vector space?

To find the orthogonal complement of a vector space V, you can use the Gram-Schmidt process to find a basis for V𝗧. Alternatively, you can use the null space of the matrix representing the vectors in V to find V𝗧.

3. What is the relationship between a vector space and its orthogonal complement?

A vector v is in V𝗧 if and only if it is orthogonal to every vector in V. In other words, v is in V𝗧 if and only if v is perpendicular to every vector in V.

4. How does the concept of orthogonal complement apply in linear algebra?

In linear algebra, the orthogonal complement is used to find the basis of the null space of a matrix, which is important in solving systems of linear equations. It also has applications in finding orthogonal projections and in least squares approximation.

5. Can a vector space and its orthogonal complement be equal?

Yes, it is possible for a vector space and its orthogonal complement to be equal. This happens when the vector space consists only of the zero vector, as its orthogonal complement would also consist only of the zero vector.

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