What is the basis and dimension of a specific space?

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Homework Help Overview

The discussion revolves around finding a basis and determining the dimension of solution sets for a system of linear equations. The equations presented include 2x1 + x2 - x3 + x4 = 0, x2 + x3 - x4 = 0, and x2 + x4 = 0, which are part of a linear algebra context.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants explore the interpretation of the problem statement, questioning the phrasing "the following space" and whether it implies simultaneous equations. They discuss the implications of arbitrary variables in the context of finding a basis and dimension.

Discussion Status

Some participants have provided guidance on how to approach the problem, suggesting methods for reducing the equations and identifying arbitrary variables. There is an ongoing exploration of different interpretations of the problem, particularly regarding the second equation and its implications for the existence of a basis.

Contextual Notes

There is confusion regarding the phrasing of the problem and the assumptions about the solution sets. Participants are addressing potential misunderstandings about the nature of the solutions and the conditions under which a basis can be defined.

brad sue
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Hi please can you help me in checking my work?
Find a basis for the following space of each of the following and specify its dimension.
2x1+x2-x3+x4=0
x2+x3-x4=0
x2+x4=0

I found in solving the system that x4 can be an arbitrary and I let x4=t
The solution is:
x1=t
x2=-t
x3=2t
x4=t
The dimension is one.
But I am confused about this one:
Find a basis for the following space of each of the following and specify its dimension
2x1+x2-x3+x4=0


Thank you for your help

B.
 
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brad sue said:
Hi please can you help me in checking my work?
Find a basis for the following space of each of the following and specify its dimension.
2x1+x2-x3+x4=0
x2+x3-x4=0
x2+x4=0

Are you sure that's exactly what the problem said? It doesn't make a lot of sense to me! For one thing I wonder what the "following space" is! Also, you appear to be thinking of these as simultaneous equations so it doensn't make sense to look at "each".

If the problem has said "find a basis for the solution set of the following" that would make sense.
To do that do exactly what you did:
Reduce the equations to the point where you can say x4 is arbitrary, then let x4= t and write
x1=t ,x2=-t, x3=2t, x4=t.

As you said the dimension is 1 and a basis would consist of a single vector derived from that by taking t to be whatever you want. In particular,
taking t= 1, {<1,-1, 2, 1>} is a basis.
 
HallsofIvy said:
Are you sure that's exactly what the problem said? It doesn't make a lot of sense to me! For one thing I wonder what the "following space" is! Also, you appear to be thinking of these as simultaneous equations so it doensn't make sense to look at "each".
If the problem has said "find a basis for the solution set of the following" that would make sense.
To do that do exactly what you did:
Reduce the equations to the point where you can say x4 is arbitrary, then let x4= t and write
x1=t ,x2=-t, x3=2t, x4=t.
As you said the dimension is 1 and a basis would consist of a single vector derived from that by taking t to be whatever you want. In particular,
taking t= 1, {<1,-1, 2, 1>} is a basis.

Yes your are right I was mixing two problem in my head.
Thank you very much.
But what about the second problem?
Find a basis for the solution set of the following:
2x1 + x2 - x3 + x4 = 0
Since the only solution would be x1=x2=x3=x4=0, we can say that there is no basis, can't we?

Thank you

bertrand
 
brad sue said:
Find a basis for the solution set of the following:
2x1 + x2 - x3 + x4 = 0
Since the only solution would be x1=x2=x3=x4=0, we can say that there is no basis, can't we?
.

But that's clearly NOT the only solution! There are a (triply) infinite number of solutions.

If x1, x2, x3 are any numbers, choose x4= -2x1- x2- x3 and the equation is clearly satisfied. Since you can choose 3 numbers arbitrarily, this has dimension 3 and any basis contains 3 vectors.. A simple way of finding a basis is to choose x1= 1, x2= x3= 0, then x1=0, x2= 1, x3= 0, then x1= x2= 0, x3= 1.
 

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