Proving Rank A=n Implies Basis of Rn for Matrix A

Click For Summary

Homework Help Overview

The discussion revolves around proving that if the rank of an m x n matrix A is n, then the set of vectors formed by multiplying A transpose with its columns is a basis for Rn. Participants are exploring the implications of matrix rank and the properties of linear independence in relation to matrix operations.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants are attempting to understand the relationship between the rank of A and the linear independence of the resulting vectors from A transpose. Questions are raised about the justification for maintaining rank through multiplication and the properties required for a matrix's rows to form a basis of Rn.

Discussion Status

The discussion is ongoing, with participants seeking clarification on specific terms and concepts. Some have provided insights regarding the conditions under which rows form a basis, but there is no explicit consensus on the next steps or methods to approach the problem.

Contextual Notes

There appears to be some confusion regarding terminology and notation, particularly with the reference to "-x + Ci." Participants are also navigating the implications of rank and linear independence in the context of matrix operations.

stunner5000pt
Messages
1,447
Reaction score
5
Let A be an m x n matrix with columns C1, C2, ... Cn. If rank A = n show taht [tex]\{ A^{T}C_{1}, A^{T}C_{2}, ... , A^{T}C_{n} /}[/tex] is a basis of Rn.

ok [tex]\mbox{rank} A^{T} = n[/tex]
the columns of A are rows of A transpose
im not sure how to proceed though...
a column times itself with [tex]C_{1}^2 + C_{2} C_{1} + ... + C_{n}C_{1}[/tex] for the first term of [tex]A^{T} C_{1}[/tex] is the rank maintained through this multiplication? What justifies that?

help is greatly appreciated!

thank you!
 
Physics news on Phys.org
What (product of) matrix (-x + ces) has the ATCi as its columns? And what property does an n x n matrix have to have for its rows to form a basis of R^n?
 
Last edited:
what do u mean (-x + ces) ?
arent the rows of a square matrix A linearly independent if they form a basis for Rn?
 
Sorry, it was supposed to be like "giraffe(s)," but that's not as easy when the word ends in an x. Anyway, right, they form a basis if the matrix containing them as columns has rank n.
 
StatusX said:
Sorry, it was supposed to be like "giraffe(s)," but that's not as easy when the word ends in an x. Anyway, right, they form a basis if the matrix containing them as columns has rank n.
ok...
im still not sure to do with the -x + Ci part.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
12
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
5
Views
2K
  • · Replies 7 ·
Replies
7
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 4 ·
Replies
4
Views
4K