Finding a basis for a subspace of Z.

In summary: Not necessarily. I tried it and I got that they were linearly independent as well. I might have made a mistake. But I tried it a few times and seem to be getting the same answer.From the basic definition this set of vectors will be independent if and only if the only numbers, a, b, and c, that satisfy a(1,2,1,2, 1)+ b(1, 1, 2, 2, 1)+ c(0, 1, 2, 0, 2)= (0, 0, 0) are a= b= c= 0. That gives the three equations a+ b= 0, 2a+ b+ c= 0, a+ 2b= 0, 2
  • #1
trap101
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0
Find a basis for the subspace S = span{(1,2,1,2,1) , (1,1,2,2,1), (0,1,2,0,2)} of Z53 (The set of elements in the field of modulus 3)

Attemept: So the issue isn't in finding a basis per say. If this was the field of Real numbers I wouldn't have an issue, I would just row reduce and use the corresponding vectors with leading one's. But my issue is with this field. When I row reduce I end up in a situation where the only way I could get leading ones is by using a fraction, but if this is the set of modulus 3, then isn't it only defined for the Natural numbers? i.e: fractions don't exist in this field? So how can I find the basis then?
 
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  • #2
trap101 said:
Find a basis for the subspace S = span{(1,2,1,2,1) , (1,1,2,2,1), (0,1,2,0,2)} of Z53 (The set of elements in the field of modulus 3)

Attemept: So the issue isn't in finding a basis per say. If this was the field of Real numbers I wouldn't have an issue, I would just row reduce and use the corresponding vectors with leading one's. But my issue is with this field. When I row reduce I end up in a situation where the only way I could get leading ones is by using a fraction, but if this is the set of modulus 3, then isn't it only defined for the Natural numbers? i.e: fractions don't exist in this field? So how can I find the basis then?

Multiplicative inverses exist in this field. The inverse of 2 is 2. So 1/2=1*2^(-1)=2. Just do everything mod 3.
 
  • #3
Dick said:
Multiplicative inverses exist in this field. The inverse of 2 is 2. So 1/2=1*2^(-1)=2. Just do everything mod 3.



Ok I see what your saying. Multiply whatever my number is by the value within the field that will provide me with a one. I probably didn't describe it right in words but I follow.

thanks
 
  • #4
I got another quick question...Maybe I'm being paranoid, but when I row reduced I got leading one's in all of my rows. So I was wondering, why would they give me only 3 vectors that span the vector space then when I solve, the basis is those 3 same vectors? Wouldn't they want to at least remove one of the vectors to at least make it different?
 
  • #5
trap101 said:
I got another quick question...Maybe I'm being paranoid, but when I row reduced I got leading one's in all of my rows. So I was wondering, why would they give me only 3 vectors that span the vector space then when I solve, the basis is those 3 same vectors? Wouldn't they want to at least remove one of the vectors to at least make it different?

Not necessarily. I tried it and I got that they were linearly independent as well. I might have made a mistake. But I tried it a few times and seem to be getting the same answer.
 
  • #6
From the basic definition this set of vectors will be independent if and only if the only numbers, a, b, and c, that satisfy a(1,2,1,2, 1)+ b(1, 1, 2, 2, 1)+ c(0, 1, 2, 0, 2)= (0, 0, 0) are a= b= c= 0. That gives the three equations a+ b= 0, 2a+ b+ c= 0, a+ 2b= 0, 2a+ 2b= 0, a+ b+ 2c= 0.

Immediately since a+ b= 0, we have a+ b+ 2c= 2c= 0 so that c= 0. Then we have a+ b= 0, 2a+ b= 0, and a+ 2b= 0. subtracting a+ b= 0 from 2a+ b= 0 gives a= 0 and subtracting a+ b= 0 from a+ 2b= 0 gives b= 0. Yes, we must have a= b= c= 0 so the three vectors are independent and so form a basis for their span.
 

FAQ: Finding a basis for a subspace of Z.

What is a basis for a subspace of Z?

A basis for a subspace of Z is a set of linearly independent vectors that span the subspace. This means that every vector in the subspace can be expressed as a unique linear combination of the basis vectors. In other words, the basis vectors form a "framework" for the subspace.

How do you find a basis for a subspace of Z?

To find a basis for a subspace of Z, you can use the Gaussian elimination method. This involves creating a matrix from the vectors in the subspace, reducing it to its row echelon form, and then selecting the rows that correspond to the pivot columns as the basis vectors.

Can a subspace of Z have more than one basis?

Yes, a subspace of Z can have multiple bases. This is because there may be more than one set of linearly independent vectors that can span the subspace. However, all bases for a given subspace will have the same number of vectors, known as the dimension of the subspace.

Is the basis for a subspace of Z unique?

No, the basis for a subspace of Z is not unique. As mentioned before, there can be multiple sets of linearly independent vectors that can span the subspace. Additionally, the order of the basis vectors does not matter as long as they are all present and linearly independent.

How is a basis for a subspace of Z related to the concept of a vector space?

A subspace of Z is a special type of vector space, as it is a subset of the larger vector space Z. Just like a vector space, a subspace of Z must have a basis. However, the basis for a subspace of Z is unique to that particular subspace, while the basis for a vector space is unique for the entire space. Additionally, the concept of linear independence is important in both vector spaces and subspaces of Z when finding a basis.

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