Howto define the Column space of nxn matrix

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Homework Help Overview

The discussion revolves around defining the column space of an n x n matrix and its relationship to linear independence and the range of the matrix. Participants explore the implications of these concepts in the context of a specific matrix equation.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the definition of the column space and its equivalence to the range of the matrix. There is an exploration of whether linear independence of columns ensures that the matrix equation has a solution for all vectors in \(\mathbb{R}^6\).

Discussion Status

The conversation is ongoing, with participants affirming the equivalence of the column space and the range. A follow-up question regarding the conditions under which the matrix equation has solutions is raised, indicating a productive line of inquiry.

Contextual Notes

There is a specific focus on the implications of linear independence for the matrix equation \(Bx = c\) and whether this leads to spanning \(\mathbb{R}^6\). The discussion hints at assumptions regarding the dimensions and properties of the matrix involved.

Susanne217
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Homework Statement



I thought that if you have a square matrix then the column space is the set of all linear independent vectors which can be written as a linear combinations of the others? Which inturn is the same as range of the Matrix?
Am I wrong?
 
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The column space of a matrix is the set of all possible linear combinations of its column vectors.
It is the same as the range for the corresponding transformation matrix.
 
VeeEight said:
The column space of a matrix is the set of all possible linear combinations of its column vectors.

and that's the same as the range of the matrix?
 
Yes, it is the same as the range of the matrix (for the corresponding transformation).
 
VeeEight said:
Yes, it is the same as the range of the matrix (for the corresponding transformation).

It little follow-up question the same n x n matrix B is a 6 x 6 then then following how do I show if the matrix equation Bx = c has a solution for all [tex]c \in \mathbb{R}^6[/tex] is that if all the columns in B are linear independent and thusly spans the whole of [tex]\mathbb{R}^6[/tex] and then claim is true? and if they don't the claim is false for the matrix B?
 

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