Understanding the Ordered Basis in Linear Algebra

In summary, an ordered basis is just a basis which is ordered. It is important because we can always order it any way we choose, and it is used both for identification and for uniqueness.
  • #1
dmuthuk
41
1
Hi, I was just wondering if there is something more to the concept of an ordered basis other than the fact that it is simply a basis which is ordered. The reason I'm asking this is because I don't know why some linear algebra books consider this important enough to make the distinction. I mean, given a basis for a finite-dimensional vector space, we can always order it any way we choose. In fact, whenever we talk about a finite set in general, we automatically give it an ordering so we are able to talk about it meaningfully.
 
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  • #2
It is just to avoid some confusion. It is used both for identification and for uniqueness. Say we have an ordered basis {v1,v2,v3}. We say each vector v may be written
v=a1v1+a2v2+a3v3. Now in speaking of v we avoid constantly making comments like with "no to basis vectors equal" and "with the basis vectors ordered as before".
 
  • #3
So, in lurflurf's example we could write v as (a1, a2, a3). Using the same basis vectors but with a different order would interchange those numbers. Also, a linear transformation, from one vector space to another, can be written as matrix given a basis for each space. Of course, the matrix depends upon the basis and upon the order. Using exactly the same bases but changing the order would interchange the numbers in the matrix representation.
To use those representations, vectors as ordered n-tuples and matrices we must specify not just the basis but the order of the basis vectors.
 
  • #4
Thanks. That clears it up for me. So, I guess specifying a finite basis without an ordering is not very useful. I mean, I don't even see a way to talk about any finite set without first indexing the elements and assuming the natural ordering.
 

FAQ: Understanding the Ordered Basis in Linear Algebra

What is an ordered basis in linear algebra?

An ordered basis in linear algebra is a set of vectors that are used to represent and describe a vector space. It is a basis that has a specific order, meaning that the order of the vectors in the set matters. This is different from an unordered or basis, where the order of the vectors does not matter.

How is an ordered basis different from an unordered basis?

An ordered basis is different from an unordered basis in two main ways. First, the order of the vectors in an ordered basis matters, while in an unordered basis, the order does not matter. Second, an ordered basis is typically used to represent a specific vector space, while an unordered basis can be used to represent any vector space.

Why is the concept of an ordered basis important in linear algebra?

The concept of an ordered basis is important in linear algebra because it allows us to represent and describe vector spaces in a more organized and structured way. It also allows us to perform calculations and transformations more efficiently, as the order of the basis vectors can be used to determine the position of a vector in the vector space.

How do you determine the ordered basis for a given vector space?

To determine the ordered basis for a given vector space, you need to find a set of linearly independent vectors that span the entire vector space. This means that any vector in the vector space can be written as a linear combination of the basis vectors. The order of the basis vectors is then determined by their relative positions in the vector space.

Can an ordered basis be changed or modified?

Yes, an ordered basis can be changed or modified. This can be done by adding or removing vectors from the existing basis, as long as the new set of vectors is still linearly independent and spans the vector space. However, the order of the basis vectors should not be changed, as it is an essential part of the basis and determines the position of vectors in the vector space.

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