Example of For every b ∈ R7, the system ATx = b is consistent

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Homework Help Overview

The discussion revolves around the statement "For every b ∈ R7, the system ATx = b is consistent," focusing on the implications of this assertion in the context of linear algebra and matrix theory. The original poster seeks clarification on what this statement means and requests examples to illustrate the concept.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants inquire about the nature of the matrix A, specifically whether it is a general matrix or has specific properties. There is a discussion about the dimensions of A and the implications for the solution space of the equation ATx = b. Some participants express confusion regarding the consistency of the system given the dimensions involved.

Discussion Status

The conversation is ongoing, with participants exploring the conditions under which the equations could be consistent. There is an acknowledgment of potential misunderstandings regarding the dimensions of the vectors involved, and some participants are questioning the correctness of the original statement based on these dimensions.

Contextual Notes

It is noted that A is specified as an 8 × 11 matrix with a nullity of 7, which raises questions about the feasibility of the system being consistent for every b in R7. The participants are examining the implications of these constraints on the problem at hand.

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example of "For every b ∈ R7, the system ATx = b is consistent"

Homework Statement



"For every b ∈ R7, the system ATx = b is consistent"


I'm not sure if this is the right place to post this question. There's isn't a subsection known as 'general math' for me to post.

What does the above statement implies? Any examples?
 
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Are you told what A is or is it a general matrix?
 
HallsofIvy said:
Are you told what A is or is it a general matrix?


You are given that A is an 8 × 11 matrix of nullity 7.

There are a few intermediate question before the question in OP. I manage to get the questions correct so there's no issue.
As for the question in the OP, I suppose I do not understand what the question is implying.
 
negation said:
You are given that A is an 8 × 11 matrix of nullity 7.

There are a few intermediate question before the question in OP. I manage to get the questions correct so there's no issue.
As for the question in the OP, I suppose I do not understand what the question is implying.

Is asks for conditions under which the equations ##A^T x = b## have at least one solution for every possible right-hand-side ##b \in \mathbb{R}^7##.

However, are you sure you have stated the question correctly? If ##A## is an ##8 \times 11## matrix, ##x## must be in ##\mathbb{R}^{8}## and ##A^T x## is in ##\mathbb{R}^{11}##. Therefore, it would be impossible for a vector in ##b \in \mathbb{R}^7## to be equal to ##A^Tx \in \mathbb{R}^{11}##, no matter how you select ##x##.

Anyway, in general for a system of equations, "consistency" means that the equations do not ask for the impossible---that is, that the system has at least one solution. "Inconsistency" means the opposite: the system has no solutions at all. An example of an inconsistent system would be
[tex]x_1 + x_2 = 1\\<br /> 3x_1 + 3x_2 = 4[/tex]
 
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