Proving that a subset is a subspace

  • Thread starter Thread starter Mr Davis 97
  • Start date Start date
  • Tags Tags
    Subspace
Click For Summary
SUMMARY

The subset W = {(a1, a2, a3) ∈ ℝ³ : a1 = 3a3, a3 = -a2} is confirmed to be a subspace of ℝ³. The proof involves demonstrating three criteria: the inclusion of the zero vector, closure under vector addition, and closure under scalar multiplication. The zero vector (0, 0, 0) is in W, and both vector addition and scalar multiplication maintain the structure defined by W. Thus, W satisfies all conditions for being a subspace.

PREREQUISITES
  • Understanding of vector spaces and subspaces
  • Familiarity with the properties of vector addition and scalar multiplication
  • Knowledge of the zero vector in ℝ³
  • Ability to manipulate and solve equations involving vectors
NEXT STEPS
  • Study the criteria for subspaces in linear algebra
  • Learn about the implications of closure properties in vector spaces
  • Explore more complex subspaces and their proofs, such as W = {(a1, a2, a3) ∈ ℝ³ : 5a1² - 3a2² + 6a3² = 0}
  • Practice proving subspace properties with various examples and counterexamples
USEFUL FOR

Students and educators in linear algebra, mathematicians interested in vector space theory, and anyone seeking to understand the properties of subspaces in ℝ³.

Mr Davis 97
Messages
1,461
Reaction score
44

Homework Statement


Determine whether ##W = \{(a_1, a_2, a_3) \in \mathbb{R}^3 : a_1 = 3a_3,~ a_3 = -a_2 \}## is a subspace of ##\mathbb{R}^3##.

Homework Equations

The Attempt at a Solution


To show that a subset of vector space is a subspace we need to show three things: 1) That the zero vector of R^3 is in W. 2) That W is closed under vector addition. 3) That W is closed under scalar multiplication.

1) if ##a_2 = 0## then ##a_1 = 0,~a_3 = 0##, so the zero vector is in W.
2) I'm not exactly sure how to clearly show this one. Here is my attempt: ##(a_1, a_2, a_3)+ (b_1, b_2, b_3) = (a_1 + b_1, a_2 + b_2, a_3 + b_3) = (3(a_2 + b_2), a_2 + b_2, -(a_2 + b_2))##, which is of the form of the vector defined in W.
3) Not exactly sure how to show this one either, but here is my attempt: ##c(a_1, a_2, a_3) = (ca_1, ca_2, ca_3) = (3(ca_2), ca_2, -(ca_2))##, which is of the form of the vectors in W.

Thus, W is a subspace of R^3

Is this a correct proof? Am I doing 2) and 3) right or is there a better way?
 
Physics news on Phys.org
Mr Davis 97 said:

Homework Statement


Determine whether ##W = \{(a_1, a_2, a_3) \in \mathbb{R}^3 : a_1 = 3a_3,~ a_3 = -a_2 \}## is a subspace of ##\mathbb{R}^3##.

Homework Equations

The Attempt at a Solution


To show that a subset of vector space is a subspace we need to show three things: 1) That the zero vector of R^3 is in W. 2) That W is closed under vector addition. 3) That W is closed under scalar multiplication.

1) if ##a_2 = 0## then ##a_1 = 0,~a_3 = 0##, so the zero vector is in W.
2) I'm not exactly sure how to clearly show this one. Here is my attempt: ##(a_1, a_2, a_3)+ (b_1, b_2, b_3) = (a_1 + b_1, a_2 + b_2, a_3 + b_3) = (3(a_2 + b_2), a_2 + b_2, -(a_2 + b_2))##, which is of the form of the vector defined in W.
Start with two vectors that clearly belong to W, such as ##u = <-3u_2, u_2, -u_2>## and ##v = <-3v_2, v_2, -v_2>##.

Edit: From the problem statement, I determined that all three coordinates are directly or indirectly related to the second coordinate, so I wrote all three coordinates in terms of the second.
Mr Davis 97 said:
3) Not exactly sure how to show this one either, but here is my attempt: ##c(a_1, a_2, a_3) = (ca_1, ca_2, ca_3) = (3(ca_2), ca_2, -(ca_2))##, which is of the form of the vectors in W.
Similar idea as above -- start with ##u = <-3u_2, u_2, -u_2>##.
Mr Davis 97 said:
Thus, W is a subspace of R^3

Is this a correct proof? Am I doing 2) and 3) right or is there a better way?
 
Last edited:
  • Like
Likes   Reactions: Mr Davis 97
Mark44 said:
Start with two vectors that clearly belong to W, such as ##u = <-3u_2, u_2, -u_2>## and ##v = <-3v_2, v_2, -v_2>##.

Edit: From the problem statement, I determined that all three coordinates are directly or indirectly related to the second coordinate, so I wrote all three coordinates in terms of the second.
Similar idea as above -- start with ##u = <-3u_2, u_2, -u_2>##.
So what about for more complicated potential subspaces, such as ##W = \{(a_1, a_2, a_3) \in \mathbb{R}^3 : 5a_1^2 - 3a_2^2 + 6a_3^2 = 0 \}##? Would adding specific solutions to see if it is closed be better than solving for ##a_1## and putting that into the tuple and adding that to another tuple of the same form to see if that's closed?
 
Mr Davis 97 said:
So what about for more complicated potential subspaces, such as ##W = \{(a_1, a_2, a_3) \in \mathbb{R}^3 : 5a_1^2 - 3a_2^2 + 6a_3^2 = 0 \}##? Would adding specific solutions to see if it is closed be better than solving for ##a_1## and putting that into the tuple and adding that to another tuple of the same form to see if that's closed?
You could solve for a1 in terms of the other two variables.

##a_1 = \pm \sqrt{(3/5)a_2^2 - (6/5)a_3^2}##
##a_2 = a_2##
##a_3 = a_3##
Now if you have two such vectors in this set, is their sum in the set? Is a scalar multiple of this vector in the set? I didn't check for a zero vector, since there is obviously such a vector in the set.
 
Mark44 said:
You could solve for a1 in terms of the other two variables.

##a_1 = \pm \sqrt{(3/5)a_2^2 - (6/5)a_3^2}##
##a_2 = a_2##
##a_3 = a_3##
Now if you have two such vectors in this set, is their sum in the set? Is a scalar multiple of this vector in the set? I didn't check for a zero vector, since there is obviously such a vector in the set.
Well, ##(\pm \sqrt{(3/5)a_2^2 - (6/5)a_3^2}) + (\pm \sqrt{(3/5)b_2^2 - (6/5)b_3^2}) \neq \pm \sqrt{(3/5)(a_2 + b_2)^2 - (6/5)(a_2 + b_2)^2}##, so is that enough to show that it is not closed under addition?
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
12
Views
2K
  • · Replies 5 ·
Replies
5
Views
1K
  • · Replies 62 ·
3
Replies
62
Views
4K
  • · Replies 5 ·
Replies
5
Views
1K
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
9
Views
2K