Proving Orthogonal Matrix with Identity Matrix and Non-Zero Column Vector a

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Homework Help Overview

The discussion revolves around proving that the expression I - \frac{2}{| a |^{2}}aa^{T} represents an orthogonal matrix, where I is the 3×3 identity matrix and a is a non-zero column vector. Participants are exploring the implications of the vector's properties and the mathematical operations involved.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster questions the validity of taking the determinant of a non-square matrix and whether there is a flaw in the problem setup. Other participants clarify that |a| refers to the length of the vector and not a determinant, and they emphasize the distinction between different types of products involving the vector a.

Discussion Status

The discussion is active with participants providing clarifications regarding the notation and properties of the vector a. There is a focus on understanding the mathematical operations rather than reaching a conclusion about the orthogonality of the matrix.

Contextual Notes

Participants are addressing potential misunderstandings related to vector norms and matrix operations, particularly in the context of the problem's requirements and assumptions.

sherlockjones
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Assume that [tex]I[/tex] is the [tex]3\times 3[/tex] identity matrix and [tex]a[/tex] is a non-zero column vector with 3 components. Show that:
[tex]I - \frac{2}{| a |^{2}}aa^{T}[/tex] is an orthogonal matrix?My question is how can one take the determinant of [tex]a[/tex] if it is not a square matrix? Is there a flaw in this problem?

Thanks
 
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I assume you are referring to the [tex]| a |^{2}[/tex] and I also assume that is the inner product (dot product) for the vector. It's just a normalization factor
 
Yes. |a| is not a "determinant", it is the length of the vector a.
 
Remember that [itex]aa^{T}[/itex] does NOT equal [itex]a^{T}.a[/itex], the scalar product. Use matrix multiplication. You don't need to find the determinant of anything either.
 

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