Linear Dependence of x1, x2 and x3 in R^2

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SUMMARY

The discussion centers on the linear dependence of vectors x1, x2, and x3 in R^2 and R^3. It is established that x1=(2, 1) and x2=(4, 3) span R^2, making x3=(7, -3) linearly dependent on them. The basis for R^2 is confirmed as any two linearly independent vectors, and it is clarified that the dimension of the span of x1, x2, and x3 in R^3 is 1, as they are scalar multiples of each other. The confusion regarding the dimension being 3 is addressed by emphasizing the definition of dimension in the context of linear dependence.

PREREQUISITES
  • Understanding of linear dependence and independence
  • Familiarity with vector spaces, specifically R^2 and R^3
  • Knowledge of basis vectors and their properties
  • Ability to perform linear combinations of vectors
NEXT STEPS
  • Study the concept of vector spaces in linear algebra
  • Learn about the properties of basis vectors in R^n
  • Explore the method of expressing vectors as linear combinations
  • Investigate the definition and calculation of vector span and dimension
USEFUL FOR

Students of linear algebra, mathematicians, and anyone interested in understanding vector spaces and linear dependence in R^2 and R^3.

Dustinsfl
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x1= column vector (2, 1)
x2= column vector (4, 3)
x3= column vector (7, -3)

Why must x1, x2, and x3 be linearly dependent?

x1 and x2 span R^2.
The basis are these two columns vectors: (3/2, -1/2), (-2, 1)

Since x1 and x2 form the basis, x3 can be written as a linear combination of these vectors.

Is that it? or correct?
 
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Dustinsfl said:
x1= column vector (2, 1)
x2= column vector (4, 3)
x3= column vector (7, -3)

Why must x1, x2, and x3 be linearly dependent?

How to answer that question depends on what you have learned. What is the dimension of R2?
x1 and x2 span R^2.
The basis are these two columns vectors: (3/2, -1/2), (-2, 1)

There is no such thing as the basis for R2. Any two linearly independent vectors in R2 are a basis.
Since x1 and x2 form the basis, x3 can be written as a linear combination of these vectors.

Is that it? or correct?

You could just demonstrate x3 = cx1 + dx2; that would surely settle it.
 
New question:
x1=(3, -2, 4)
x2=(3, -1, 4)
x3=(-6, 4, -8)

What is the dimension of span (x1, x2, and x3)

The book says 1; however, shouldn't the dimension be 3? I see that these 3 vectors are all the same times a constant but there are coordinates.
 
Dustinsfl said:
New question:
x1=(3, -2, 4)
x2=(3, -1, 4)
x3=(-6, 4, -8)

What is the dimension of span (x1, x2, and x3)

The book says 1; however, shouldn't the dimension be 3? I see that these 3 vectors are all the same times a constant but there are coordinates.

If they are supposed to be a constant times each other you have mistyped something. But assuming that, what is the definition of dimension that you are using? You have to apply that.
 

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