Matrix Multiplication of \delta_{ij}v_j = v_i

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Homework Help Overview

The discussion revolves around the matrix multiplication involving the Kronecker delta, specifically the expression \(\delta_{ij}v_j = v_i\). Participants are exploring the implications of this expression in the context of linear algebra and vector representation.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants are questioning the nature of the vectors involved, particularly whether \(v_j\) is a row or column vector, and how this affects the multiplication with the Kronecker delta. There are discussions about the identity matrix representation and the implications of multiplying row and column vectors.

Discussion Status

The conversation is active, with various interpretations being explored regarding the representation of vectors and the outcome of the multiplication. Some participants have offered insights into the nature of the Kronecker delta and its relationship to identity matrices, while others are clarifying the vector orientations involved.

Contextual Notes

There appears to be some confusion regarding the dimensionality of the vectors and matrices, particularly whether \(v_j\) is a row or column vector, which is central to understanding the multiplication process. The discussion is also influenced by the properties of the Kronecker delta and its role in summation over indices.

virgileso
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Homework Statement


Show by matrix multiplication, [tex]\delta_{ij}v_j = v_i[/tex]

The Attempt at a Solution


I'm having trouble understanding how to do this, because I'm under the impression that [tex]v_j[/tex] is a row vector, which can't be multiplied by a 3x3 matrix which [tex]\delta_{ij}[/tex] is; or am I horribly wrong here?
 
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I believe the Kronecker delta is just the identity matrix... if it's a 3x3 matrix, then [tex]v_j[/tex] is 3x1 (3 rows, 1 column)
 
Row vectors (n,1) can be multiplied by matrices (n,n) only if they stay at the right of the matrix, which is the case here.
 
Then shouldn't the unity matrix give another row vector as an answer? I'm trying to understand how [tex]v_i = v_j[/tex]
 
But the unit matrix 0 nondiagonal elements, so that v_{i}=v_{j} only for i=j.
 
Aren't we talking about column vectors here... 3x1 is a column vector... and the result of the multiplication gives the same column vector back...

[tex]\delta_{ij}v_j[/tex] denotes the sum over all j... for a particular i... ie: it is analogous to the multiplying the ith row of the matrix by the column vector [tex]v[/tex]... and the result is [tex]v_i[/tex]
 
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