How do I test for linear independence if there are only 3 equations in R4?

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Homework Help Overview

The discussion revolves around testing for linear independence of three vectors in R4. The vectors provided are V1=[3 1 1 2], V2=[-2 -1 2 2], and V3=[2 1 2 1]. The challenge arises from the fact that the corresponding matrix formed from these vectors is 4x3, making the determinant approach inapplicable.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss using the definition of linear dependence and suggest setting up equations to explore the relationships between the vectors. There is mention of solving for coefficients in the equation aV1+bV2+cV3=0 to determine independence.

Discussion Status

Some participants have provided guidance on how to approach the problem by forming a matrix and reducing it to row echelon form. There is an ongoing exploration of whether the resulting matrix indicates linear independence based on the presence of a trivial solution.

Contextual Notes

Participants are navigating the constraints of having more dimensions than vectors, which complicates the use of determinants. The discussion reflects uncertainty about the implications of the matrix reduction results.

skyturnred
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Homework Statement



So the dimension is R4. V1=[3 1 1 2], V2=[-2 -1 2 2] and V3=[2 1 2 1]

Homework Equations





The Attempt at a Solution



The only way I know of to test for convergence is to make a matrix out of the row vectors of the vectors above (with the row vectors becoming the respective columns of the matrix) and to take the determinant. If det=0 then it is linearly dependent.

The problem here, is that you get the following matrix: [3 -2 2; 1 -1 1; 1 2 2; 2 2 1] which, since it is 4x3, is not possible to find the determinant.

Are there other ways to test for dependence?
 
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You could try using the definition of linear dependence. It will give you four equations and three variables... solve for the variables using the first three equations and see if you can satisfy the fourth still
 
Think about trying to solve aV1+bV2+cV3=0

Basically the same idea, what do a, b, and c have to be for V1, V2, and V3 to be linearly independent?
 
Oh, I see. So then I write out the equations, put them into a matrix. I get the following.

M=[3 -2 2 0; 1 -1 1 0; 1 2 2 0; 2 2 1 0].

Brought to rref I get:

M=[1 0 0 0; 0 1 0 0; 0 0 1 0; 0 0 0 0]. So then, since there is only a trivial solution, that means that they are all linear independent right? Just trying to make sure I understand.
Thanks
 
skyturnred said:
Oh, I see. So then I write out the equations, put them into a matrix. I get the following.

M=[3 -2 2 0; 1 -1 1 0; 1 2 2 0; 2 2 1 0].

Brought to rref I get:

M=[1 0 0 0; 0 1 0 0; 0 0 1 0; 0 0 0 0]. So then, since there is only a trivial solution, that means that they are all linear independent right? Just trying to make sure I understand.
Thanks
assuming you did it correctly, than that shows that the vectors are linearly independent
 
ironman1478 said:
assuming you did it correctly, than that shows that the vectors are linearly independent

Thanks!
 

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