Can a Basis B Exist in V Such That A is Contained in B and B in C?

In summary, we are given a vector space V, with a subset A that is linearly independent, and a subset C that is a spanning set for V. We need to prove that there exists a basis B for V that satisfies the following conditions: A is a subset of B, and B is a subset of C. This can be proven by showing that there exists a linearly independent set of vectors in C that spans V, and that this set can be used as a basis for V. However, this proof relies on the assumption that the vectors in C are not linearly dependent, and only works for finite-dimensional vector spaces.
  • #1
gutnedawg
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Homework Statement



Let V be a vector space, let p ≤ m, and let b1, . . . , bm be vectors in V such that
A = {b1, . . . , bp} is a linearly independent set, while C = {b1, . . . , bm} is a spanning set
for V . Prove that there exists a basis B for V such that A ⊆ B ⊆ C.


Homework Equations





The Attempt at a Solution



I'm going on the fact that it does not mention C is linearly independent, thus by the spanning set theorem there exists a linearly independent set of vectors {bi,...,bk} which spans V. Thus, this set {bi,...,bk} is a basis for V.

This means that the basis must at least be equal to A since B cannot be a basis for V if there is another linearly independent vecotr bp. Meaning:

[tex] A \subseteq B [/tex]

Also since B is a spanning set of V and is comprised of at least {b1,...,bp} it must be a subset of C since C also spans V and includes A.

Thus

[tex] A \subseteq B \subseteq C[/tex]
 
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  • #2


Therefore, there exists a basis B for V such that A ⊆ B ⊆ C.



I would like to add that this proof relies on the assumption that the vectors in C are not linearly dependent. If there are any linearly dependent vectors in C, then the statement may not hold true and further investigation would be needed to prove the existence of a basis B for V with the given properties. It is also worth mentioning that this proof only works for finite-dimensional vector spaces. For infinite-dimensional vector spaces, a different approach may be needed to prove the given statement.
 

FAQ: Can a Basis B Exist in V Such That A is Contained in B and B in C?

What is the definition of a spanning set in linear algebra?

A spanning set in linear algebra is a set of vectors that can be used to represent any vector in a given vector space through linear combinations. In other words, a spanning set contains enough vectors to span the entire vector space.

How can I determine if a set of vectors is a spanning set?

To determine if a set of vectors is a spanning set, you can check if any vector in the vector space can be expressed as a linear combination of the given vectors. If so, then the set is a spanning set. Alternatively, you can also check if the set of vectors is linearly independent, meaning none of the vectors can be written as a linear combination of the others. If the set is both linearly independent and contains enough vectors to span the vector space, then it is a spanning set.

Can a vector space have multiple spanning sets?

Yes, a vector space can have multiple spanning sets. As long as a set of vectors satisfies the definition of a spanning set, it can be considered a spanning set for that vector space. However, some spanning sets may be more convenient or useful than others, depending on the context.

What is the relationship between spanning sets and basis sets in linear algebra?

A basis set is a special type of spanning set that is both linearly independent and contains enough vectors to span the vector space. In other words, a basis set is the most efficient spanning set for a given vector space. Every vector space has at least one basis set, and any two basis sets for the same vector space will have the same number of vectors.

Can a spanning set be infinite?

Yes, a spanning set can be infinite. In fact, some vector spaces, such as the space of all polynomials, have infinite spanning sets. However, not all vector spaces have infinite spanning sets. Some may have finite spanning sets or may not have a spanning set at all.

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