Linear Algebra Span of Vectors

Click For Summary
SUMMARY

The discussion centers on the concepts of vector spans in linear algebra, specifically addressing the construction of a 3x3 matrix whose columns do not span R3 and the impossibility of three vectors spanning R4. A matrix example provided is 6, 8, -4; 2, 5, 1; -2, -5, -1, which fails to span R3 due to linear dependence. It is established that a minimum of four linearly independent vectors is required to span R4, as demonstrated by the standard basis vectors [1,0,0,0], [0,1,0,0], [0,0,1,0], and [0,0,0,1].

PREREQUISITES
  • Understanding of linear independence and dependence
  • Familiarity with matrix representation and Echelon form
  • Knowledge of vector spaces and their dimensions
  • Basic proficiency in solving linear equations
NEXT STEPS
  • Study the concept of linear independence in depth
  • Learn about Echelon form and its applications in solving systems of equations
  • Explore the properties of vector spaces and their dimensions
  • Investigate the implications of spanning sets and bases in higher dimensions
USEFUL FOR

Students of linear algebra, educators teaching vector space concepts, and anyone interested in understanding the foundational principles of linear transformations and their applications.

luvlybug1025
Messages
4
Reaction score
0

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?
 
Physics news on Phys.org
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.
 

Similar threads

Replies
15
Views
2K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 15 ·
Replies
15
Views
3K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K