Proving/Disproving: A & B nxn Matrices, AB=0/BA=0 & Rank(B)=1

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Homework Help Overview

The discussion revolves around properties of nxn matrices A and B, specifically exploring the implications of the equations AB=0 and BA=0 under the condition that rank(A)=n-1 and B is non-zero. Participants are tasked with proving or disproving whether these conditions imply that rank(B)=1.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants explore specific examples of matrices to test the conditions, questioning the rank of B based on the results of matrix multiplication. There is a discussion about the implications of rank and the relationship between the matrices A and B.

Discussion Status

Some participants have offered reasoning for their conclusions regarding the rank of B based on the properties of A. There is an ongoing exploration of the validity of the statements, with some participants expressing uncertainty and seeking confirmation of their reasoning.

Contextual Notes

Participants are working under the assumption that rank(A) is fixed at n-1 and that B is a non-zero matrix. There is a mention of potential confusion regarding the ranks of the matrices involved and the implications of the matrix equations.

daniel_i_l
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Homework Statement


A and B are nxn matricies. B =/= 0 and rank(A)=n-1
Prove or disprove that:
1) if AB=0 then rank(B)=1
2) if BA=0 then rank(B)=1


Homework Equations





The Attempt at a Solution


If n=2 and we define A as:
[1 1]
[1 1]
and B as:
[1 -1
[-1 1]
then rank(A) = 1 = 2-1 and B=/=0 but AB=BA=0 and rank(B)=2 whick disproves both (1) and (2). Is that right? It seems odd that they'd give to similar questions with identical answers.
 
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What makes you think that r(B) = 2?
 
Oh ... rank(B) = 1 also... I guess I have to think about it somemore.
Thanks.
 
Ok, now I think that both of the statements are right:
1) Since the rank of A is n-1 then the dimension to the space of all the solutions to Ax=0 is
n - rank(A) = n-n+1=1. Since AB=0 then all the coloums of B are solution to Ax=0. But the dimension of that space is 1 so there cannot be more that 1 linearly independent vectors in the coloums of B so rank(B)<=1 but we know that rank(B)>0 so rank(B)=1

2)If we look at the equation BA=0 then the coloums of A are solutions to Bx=0. So the dimension of the space of the solutions to Bx=0 (P) has to be bigger or equal than rank of A:
dim(P) >= rank(A) --> n-rank(B) >= n-1 --> rank(B) <= 1
But rank(B)>0 so rank(B)=1

Are those answers right?
Thanks.
 
Looks good to me!
 

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