Proof: Matrix Rank 1 | 3x3 Matrix A = BC

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Homework Help Overview

The discussion revolves around proving that a 3x3 matrix A with rank 1 can be expressed as the product of a 3x1 matrix B and a 1x3 matrix C. Participants explore the implications of matrix rank and the structure of matrices involved in the proof.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the relationship between the rank of the product of matrices and the ranks of the individual matrices. There is an exploration of how the structure of matrix A, given its rank, can inform the construction of matrices B and C.

Discussion Status

Some participants have offered insights into the factorization of matrix A based on its rank, suggesting specific forms for matrices B and C. There is an ongoing exploration of the implications of these forms, with some participants expressing clarity on the approach while others are still working through the reasoning.

Contextual Notes

Participants are navigating the constraints of proving the converse relationship regarding matrix rank and are considering the implications of elementary row operations in their reasoning.

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Homework Statement



Show that if A is any 3x3 matrix having rank 1, then there exist a 3x1 matrix B and a 1x3 matrix c such that A=BC

Homework Equations



rank (BC)=rank (A)=1
rank (BC) \leq rank (B) and rank (BC) \leq rank (C)

The Attempt at a Solution


I prove that if B is a 3x1 matrix and C is a 1x3 matrix, then the 3x3 matrix BC has rank at most 1 (rank BC \leq 1) in a different part of the problem. I'm not sure if that would be useful in this proof, though; this one is more like proving the converse. This is how far I got with this proof in particular:

define A=BC,where B is 3×n matrix and C is n×3 matrix

rank BC=1 ≤ rank B ≤ n,1 ≤ rank B ≤ 3
1 ≤ rank C ≤ n,1 ≤ rank C ≤ 3

from here, I need to show that n=1, but I don't know how to get to that point. A little help here?
 
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If A has rank 1, then every column of A is a multiple of the same vector. Call the vector v and the first column av, the second column bv and the third column cv. Can you figure out an explicit way to factor that matrix?
 
Last edited:
the vector v van be factored out, so that after some elementary row ops, bv and cv are rows of zeros. I think I might get what you're getting at, but how can I use that in terms of B and C?
 
Don't do row ops. If you are writing vectors in column form, then put B=v. What's C?
 
the first entry of C is a, the second is b, and the third is c. When you put it like that, it seems so obvious. Thanks, I think I got it from here!
 

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