How to find a basis of a subspace

In summary, for part (a), there are multiple ways to represent a vector in a plane, so there are multiple bases that can be chosen. For part (b), the basis for the subspace is a single vector, since all other vectors on the line can be written as a scalar multiple of this vector.
  • #1
jeffreylze
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Homework Statement



Find bases for the following subspaces of R^3

(a) The set of vectors lying in the plane 2x-y-z=0
(b) The set of vectors on the line x/2=y/3=z/4

Homework Equations





The Attempt at a Solution



For part (a) , i tried using this method - X=x , y=y and z = 2x -y , hence (x , y, 2x-y). Then x(1,0,2)+y(0,1,-1) . Hence the basis is {(1,0,2) , (0,1,-1)} But then, i tried put y = 2x-z, x=x and z=z and i found a completely different answer. Why is that so? an x = y/2 + z/2 , y=y and z=z gives a different answer too..


For part (b) , I have absolutely no idea where to start.
 
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  • #2
Please help!

For part (a), the method you used is correct. The reason you are getting different answers is because there are multiple ways to represent a vector in a plane. For example, if you have a plane in R^3, you can represent it as a linear combination of two vectors that are parallel to the plane and not parallel to each other. In your case, (1,0,2) and (0,1,-1) are both parallel to the plane 2x-y-z=0 and are not parallel to each other, so they form a basis for the subspace.

For part (b), think about the equation x/2=y/3=z/4. This means that for any value of x, y and z are determined. So, let's say we choose x=2. Then y=3 and z=4. This gives us the vector (2,3,4). Now, we can write any other vector on this line as a scalar multiple of (2,3,4). So, the basis for this subspace is {(2,3,4)}.

I hope this helps! Let me know if you have any further questions.
 

FAQ: How to find a basis of a subspace

What is a basis of a subspace?

A basis of a subspace is a set of linearly independent vectors that span the entire subspace. This means that any vector in the subspace can be written as a linear combination of the basis vectors.

How do I determine the number of basis vectors needed for a subspace?

The number of basis vectors needed for a subspace is equal to the dimension of the subspace. This can be found by counting the number of linearly independent vectors in the subspace.

How do I find a basis for a subspace?

To find a basis for a subspace, you can use the following steps:
1. Choose a set of vectors that are in the subspace
2. Use Gaussian elimination or another method to find a set of linearly independent vectors from the chosen set
3. If the number of linearly independent vectors is equal to the dimension of the subspace, then these vectors form a basis for the subspace.

Can a subspace have more than one basis?

Yes, a subspace can have more than one basis. This is because there can be multiple sets of linearly independent vectors that span the same subspace. However, all bases for a subspace will have the same number of vectors.

How do I know if a set of vectors is a basis for a subspace?

To determine if a set of vectors is a basis for a subspace, you can check the following:
1. The vectors are linearly independent
2. The vectors span the entire subspace
3. The number of vectors is equal to the dimension of the subspace

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