Why are my answers for Linear Algebra homework incorrect?

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SUMMARY

The discussion centers on common errors in Linear Algebra homework related to matrix operations. The user, Elliott, correctly computed the matrix multiplication \( uu^T \) but struggled with the calculation of \( u^Tu \), mistaking it for a more complex operation. Additionally, Elliott faced issues with applying row operations to the identity matrix, leading to incorrect results in several questions. The key takeaway is the importance of understanding that each elementary matrix is derived from the identity matrix through a single row operation.

PREREQUISITES
  • Understanding of matrix multiplication, specifically \( uu^T \) and \( u^Tu \).
  • Familiarity with elementary matrices and their definition.
  • Knowledge of row operations applied to matrices.
  • Basic concepts of dot products in Linear Algebra.
NEXT STEPS
  • Review the properties of dot products and their application in matrix calculations.
  • Study the definition and examples of elementary matrices in Linear Algebra.
  • Practice applying row operations to various matrices to reinforce understanding.
  • Explore the implications of accumulating operations in matrix transformations.
USEFUL FOR

Students studying Linear Algebra, particularly those struggling with matrix operations and row transformations, as well as educators looking for common pitfalls in teaching these concepts.

ElliottG
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Homework Statement


[URL]http://74.52.147.194/~devilthe/uploads/1317866006.png[/URL]

The Attempt at a Solution



I have gotten the matix multiplication uuT CORRECT! The only thing I can't get is the uTu part. I don't have an attempt at a solution because I have zero idea!

Second question:

Homework Statement


[URL]http://74.52.147.194/~devilthe/uploads/1317803280.png[/URL]

The Attempt at a Solution


Now, I have done this exactly per as in my notes (I hope?)

I applied the same row operations that are said in the question to the 3x3 identity matrix...yet it shows that some of them are wrong? ~85% of my answers are right but some of them aren't.

For instance, the "1/6" in E2 1st column 1st row is wrong (WTF?)

Double checks would be appreciated and even my methods!

Thanks,
Elliott
 
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1) Yes, your uu^T is correct.
u^Tu= \begin{bmatrix}-4 & 2 & 7 \end{bmatrix}\begin{bmatrix}-4 \\ 2 \\ 7\end{bmatrix}
which is just like a "dot product" of the vector withitself.

2) Yes, (a) is correct. In (b) where did that "6" come from? An "elementary" matrix is, by definition, a matrix derived from the identity matrix by a single "row operation" and so can differ from the identity matrix in a single place. You are not combining (b) with (a) are you? They are completely separate questions.

Same thing in (c) and (d) you appear to be "accumulating" operations in each question and you are NOT asked to do that. Each answer should differ from the identity matrix in a single place.
 
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HallsofIvy said:
1) Yes, your uu^T is correct.
u^Tu= \begin{bmatrix}-4 & 2 & 7 \end{bmatrix} \begin{bmatrix}-4 \\ 2 \\ 7\end{bmatrix}
which is just like a "dot product" of the vector withitself.

2) Yes, (a) is correct. In (b) where did that "6" come from? An "elementary" matrix is, by definition, a matrix derived from the identity matrix by a single "row operation" and so can differ from the identity matrix in a single place. You are not combining (b) with (a) are you? They are completely separate questions.

Same thing in (c) and (d) you appear to be "accumulating" operations in each question and you are NOT asked to do that. Each answer should differ from the identity matrix in a single place.

I see.

I don't understand your explanation for my question #1, though!

As for 2, I see what the problem is. I was accumulating operations because that's what we were doing in the notes for some reason...
 
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ElliottG said:
I see.

I don't understand your explanation for my question #1, though!
uTu is the product of two matrices: a 1 x 3 matrix multiplying a 3 x 1 matrix. The product will be 1 x 1. For all intents and purposes, this is a scalar.

uTu produces the same value as u \cdot u.
ElliottG said:
As for 2, I see what the problem is. I was accumulating operations because that's what we were doing in the notes for some reason...
 

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