How to Prove that the Span of k-1 Vectors is also the Span of V?

In summary, if V is spanned by {v1,v2, ..., vk} and one of these vectors can be written as a linear combination of the other k-1 vectors, then the span of these k-1 vectors is also V. This can be proven by showing that the span of {v1,v2, ..., vk-1} is equal to V. If we assume that V1 and V2 are different, then there exists a vector in V2 that is not in V1 and a vector in V1 that is not in V2. However, by expressing these vectors in terms of the base of V1 or V2, we can show that they are actually in the other set. Therefore, V
  • #1
oxlade15
2
0

Homework Statement


1. If V is spanned by {v1,v2, ..., vk} and one of these vectors can be written as a linear combination of the other k-1 vectors, prove that the span of these k-1 vectors is also V.


Homework Equations


A set S = {v1,v2, ..., vk}, k >= 2 is linearly dependent if and only if at least one of the vectors vj can be written as a linear combination of the other vectors in S.


The Attempt at a Solution


Since one of the vectors can be written as a linear combination of the other k-1 vectors, this means that the set of vectors is linearly dependent. Also, since V is spanned by {v1,v2, ..., vk}, then span(S) = {c1v1 + c2v2 + ...+ ckvk : c1, c2, ..., ck are real numbers} by the definition of the span of a set. In addition, by the definition of linearly dependent, there exists a nontrivial solution to the c1v1 + c2v2 +...+ ckvk = 0. These are all the pieces of information that I have deduced from the information given in the problem. From here, I am unsure as to how to proceed in this proof.
 
Physics news on Phys.org
  • #2
Here's what I suggest. Say V1 is the span of {v1,...vk} and V2 is the span of {v1,...vk-1}. Now, assuming that V1 and V2 are different, there exists a vector x in V2, not in V1 or a vector y in V1, but not in V2.

Since x is in V2, there exists a sum c1v1 + c2v2 + ... + ck-1vk-1 = x. We can write a sum c1v1 + c2v2 + ... + ck-1vk-1 + 0vk = x + 0 = x, expressing x with a base of V1, so x is in V1.

Now y. It is given that vk is in V2, so we'll write it as b1v1 + ... bk-1vk-1.
y = a1v1 + ... + ak-1vk-1 + akvk = a1v1 + ... + ak-1vk-1 + ak( b1v1 + ... bk-1vk-1 ) = (a1+akb1)v1 + ... + (ak-1 + akbk-1)vk-1, so y is in V2.

Thus, since V1/V2 = V2/V1 = ∅, V1 = V2.
 
Last edited:

What is a linear algebra proof span?

A linear algebra proof span is a mathematical technique used to show that a vector space can be spanned by a set of vectors. It involves using mathematical operations and properties to demonstrate that any vector in the space can be written as a linear combination of the given vectors.

Why is linear algebra proof span important?

Linear algebra proof span is important because it allows us to understand the structure and properties of vector spaces. It also helps us to solve practical problems in fields such as physics, engineering, and computer science.

How is linear algebra proof span different from linear independence?

Linear algebra proof span is used to show that a vector space can be spanned by a set of vectors, while linear independence is used to show that a set of vectors is not redundant and can be used to form a basis for the vector space. In other words, linear algebra proof span is about showing that a set of vectors is sufficient to span the space, while linear independence is about showing that the set of vectors is necessary to span the space.

Can a set of vectors span a vector space if they are not linearly independent?

Yes, a set of vectors can span a vector space even if they are not linearly independent. This is because linear independence is not a necessary condition for spanning a vector space. However, in order to form a basis for the vector space, the set of vectors must be linearly independent.

How can I prove that a set of vectors span a vector space using linear algebra?

To prove that a set of vectors span a vector space, you can use the definition of span and the properties of vector spaces to show that any vector in the space can be written as a linear combination of the given vectors. This can be done by setting up and solving a system of linear equations.

Similar threads

  • Calculus and Beyond Homework Help
Replies
12
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
2K
  • Calculus and Beyond Homework Help
Replies
8
Views
625
  • Calculus and Beyond Homework Help
Replies
7
Views
417
  • Calculus and Beyond Homework Help
Replies
5
Views
5K
  • Calculus and Beyond Homework Help
Replies
3
Views
896
  • Calculus and Beyond Homework Help
Replies
34
Views
2K
  • Calculus and Beyond Homework Help
Replies
15
Views
2K
  • Precalculus Mathematics Homework Help
Replies
6
Views
1K
  • Calculus and Beyond Homework Help
Replies
3
Views
2K
Back
Top