Determine whether W is a subspace of the vector space

In summary, a subspace is a subset of a vector space that contains the zero vector and is closed under vector addition and scalar multiplication. To determine if a set is a subspace, these three conditions must be satisfied. The main difference between a vector space and a subspace is that a vector space is a set of vectors that can be added and multiplied by scalars, while a subspace is a subset that satisfies the conditions for a subspace. Yes, a subspace can contain only one vector as long as it satisfies the three conditions. Subspaces are commonly used in physics, economics, and computer graphics for various purposes.
  • #1
physics=world
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1. Determine whether W is a subspace of the vector space.

W = {(x,y,z): x ≥ 0}, V = R3

I am not sure if I am doing this right.


2. Test for subspace.

Let these conditions hold.

1. nonempty
2. closed under addition
3. closed under scalar multiplication



3.

Testing for closure under addition:

Let a = (a1, a2, a3) and
Let b = (b1, b2, b3)

a + b = (a1, a2, a3) + (b1, b2, b3)

= (a1 + b1, a2 + b2, a3 + b3)

where x = a1 + b1, y = a2 + b2, z = a3 + b3.

= (x,y,z) Closure under addition.


Testing for closure under scalar multiplication:

(5,y,z) is in W, but
(-1)(5,y,z)
= (-5,-y,-z) is not in W.

Not closed under scalar multiplication.



Therefore, W is not a subspace of R3
 
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  • #2
physics=world said:
1. Determine whether W is a subspace of the vector space.

W = {(x,y,z): x ≥ 0}, V = R3

I am not sure if I am doing this right.


2. Test for subspace.

Let these conditions hold.

1. nonempty
2. closed under addition
3. closed under scalar multiplication



3.

Testing for closure under addition:

Let a = (a1, a2, a3) and
Let b = (b1, b2, b3)

a + b = (a1, a2, a3) + (b1, b2, b3)

= (a1 + b1, a2 + b2, a3 + b3)

where x = a1 + b1, y = a2 + b2, z = a3 + b3.

= (x,y,z) Closure under addition.


Testing for closure under scalar multiplication:

(5,y,z) is in W, but
(-1)(5,y,z)
= (-5,-y,-z) is not in W.

Not closed under scalar multiplication.



Therefore, W is not a subspace of R3

Looks OK, except one of the things you should check is whether the set contains the zero vector. Your set is not a subspace because it's not closed under scalar multiplication. It is closed under addition, and does contain the zero vector.

One nit. You wrote "Let these conditions hold." You can't assume that these conditions are met. When you verify that a set is actually a subspace of the vector space it belongs to, you have to check that these conditions hold.
 
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  • #3
How do I check for the zero vector?

I know that x can equal to zero, but how about y and z?
 
  • #4
Unlike x, which is zero or larger, y and z are arbitrary - there are no restrictions on them. The vector <0, 0, 0> belongs to the set.
 

FAQ: Determine whether W is a subspace of the vector space

What is a subspace?

A subspace is a subset of a vector space that satisfies three conditions: it contains the zero vector, it is closed under vector addition, and it is closed under scalar multiplication.

How do you determine if a set is a subspace?

To determine if a set is a subspace, you need to check if it satisfies the three conditions for a subspace: it contains the zero vector, it is closed under vector addition, and it is closed under scalar multiplication.

What is the difference between a vector space and a subspace?

A vector space is a set of vectors that can be added and multiplied by scalars, while a subspace is a subset of a vector space that satisfies the conditions for a subspace.

Can a subspace contain only one vector?

Yes, a subspace can contain only one vector as long as it satisfies the three conditions: it contains the zero vector, it is closed under vector addition, and it is closed under scalar multiplication.

What are some real-world applications of subspaces?

Subspaces are used in many areas of science and engineering, such as in physics to model forces and motion, in economics to represent production possibilities, and in computer graphics to create 3D images and animations.

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