Prove Linear Independence of x1 and x2

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Homework Help Overview

The problem involves demonstrating the linear independence of two vectors, x1 and x2, given that a set of three vectors, including x1, x2, and x3, are linearly dependent. The context is within the framework of linear algebra, specifically focusing on vector spaces and linear combinations.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • The original poster attempts to manipulate the equations derived from Gaussian elimination to express x3 as a linear combination of x1 and x2, questioning how to eliminate x3 in the context of proving linear independence. Some participants inquire about the nature of the vectors involved, seeking clarification on whether they are specific or arbitrary vectors.

Discussion Status

The discussion is ongoing, with participants exploring the definitions of linear dependence and independence. Some guidance has been offered regarding the criteria for linear dependence, and there is an indication that the original poster may have misidentified the relationship between the vectors x1 and x2.

Contextual Notes

The original poster expresses confusion about the definitions and the implications of the relationships between the vectors, particularly in the context of their vector space being R^3. There is also a mention of a lack of examples in the textbook, contributing to the uncertainty in their understanding.

s_stylie0728
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Homework Statement


x1, x2, and x3 are linearly dependent. Show that x1 and x2 are linearly independent.


Homework Equations


After reduction using gaussian elimination, x1, x2, and x3 are proven to be linearly dependent because x1 and x2 are defined by x3 (being the free variable) as:

x1-x2-6x3 = 0
x2-2x3 = 0


The Attempt at a Solution


I set the two above equations equal to each other and created a linear combination of x1 and x2 to create x3. This came out to be:

(1/4)x1 - (1/2)x2 = x3

I did this because according to theory, I should define x3 as a linear combination of the two I'm trying to prove to be linearly independent because this eliminates x3. But my vector space is R^3, so I'm confused on how to "eliminate" x3. In order to prove linear independence the vectors must be equal to 0. But in this case, their equal to x3. I can't just say (1/4)x1 - (1/2)x2 = 0 can I? Then I tried solving for (1/4)x1 - (1/2)x2 - x3 = 0, and I just got definitions in terms of free variables again. My book gives no examples, so I just have my elementary grasp read from a complex theory to work off of here. Any ideas? I would appreciate it!
 
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Im a bit confused. Were you given three specific vectors to work with, or are you working with three arbitary vectors?
 
Ha, yeah. Sorry...

x1 = {2,1,3}
x2 = {3,-1,4}
x3 = {2,6,4}
 
A set of vectors {v1, v2, ..., vn} is linearly dependent iff the equation c1*v1 + c2*v2 + ... + cn*vn=0 has a solution where at least one of the constants ci is not zero.

If you're checking two vectors, the definition above can be used, but you can do something simpler (that is equivalent to this definition): one vector will be a constant multiple of the other.

Have you given us the right vectors for the problem you posted? x1 and x2 are linearly independent, not linearly dependent.
 

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