Linear Algebra Span of Vectors

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Homework Help Overview

The discussion revolves around linear algebra, specifically focusing on the concepts of spanning sets and the properties of matrices. The original poster presents a problem involving the construction of a 3x3 matrix that does not span R3 and questions whether a set of 3 vectors can span R4.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to construct a 3x3 matrix and questions how to ensure it does not span R3, considering the implications of Echelon form. They also express confusion about the possibility of 3 vectors spanning R4, questioning the necessity of having 4 vectors for a basis in R4.
  • Some participants suggest examples of spanning sets and clarify the definitions of spanning sets and linear independence, while others raise questions about the dimensions of subspaces and the implications of having fewer vectors than the dimension of the space.

Discussion Status

The discussion is active, with participants exploring various interpretations of the problems posed. Some guidance has been offered regarding the definitions of spanning sets and the construction of matrices, but there is no explicit consensus on the original poster's questions. Multiple perspectives on the dimensionality of spans are being considered.

Contextual Notes

The original poster's problem includes constraints such as the requirement for a 3x3 matrix and the exploration of vector sets in relation to R4, which may influence the discussion and reasoning presented by participants.

luvlybug1025
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Homework Statement


a)Construct a 3x3 matrix, not in Echelon form, whose columns do NOT span R3. Prove.

b)Can a set of 3 vectors Span all of R4? Explain.

Homework Equations





The Attempt at a Solution


a)OK...I can make up plenty of matrices in Echelon form that fit, but how do I come up with one before it reaches Echelon form? Would it be like:
6 8 -4 3
2 5 1 -1
-2 -5 -1 1
because the last equation will "zero out"?

b)Someone told me this could happen, but I just don't see how. I thought every basis for R4 had to contain exactly 4 vectors?
 
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For this question: "b)Can a set of 3 vectors Span all of R4? Explain."

Find a set that spans all of R4, such as {[1,0,0,0], [0,1,0,0], [0,0,1,0], [0,0,0,1]}

A spanning set is considered minimal (in the sense that if you remove any of the vectors you will change the span and also in the sense that it's the minimum amount of vectors allowed in the spanning set) if none of the vectors in the set can be written as a linear combination of the others in the set, or if the vectors are linearly independent.

This should help you.
 
a) This isn't too difficult is it? Just find some random vector. Then multiply a constant to it, and you get another vector. Repeat. Now what is the dimension of the subspace spanned by these 3 vectors?

P.S. Your matrix is 4x4, not 3x3 as required.

b) What the largest value the dimension of a subspace spanned by 3 vectors can have? What is the dimension of R4?
 
Suppose there were 3 vectors, e1, e2, e3, that span R4. As JG89 said, [1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1] form the standard basis for R4 and so, in particular, are in R4. If e1, e2, and e3 span the R4, those four vector could be written in terms of them. Write out the equations and try to solve for the coefficients.
 

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