Vector Subspace: Is W a Subspace of V?

In summary, the sum of any two series, each with a finite number of non-0 terms, has only a finite number of terms.
  • #1
bugatti79
794
1

Homework Statement



Let V be the vector space consisting of all infinite real sequences. Show that the subset W consisting of all such sequences with only finitely many non-0 entries is a subspace of V


Homework Equations



I got this far

[itex]x=(x_n), y=(y_n)[/itex] be elements of [itex]W[/itex], then there exist [itex]p,q \in \mathbb{N}[/itex] such that [itex]x_k-0[/itex] for all [itex]k \ge p[/itex] and [itex]y_k=0[/itex] for all [itex]k \ge q[/itex]. Choose [itex]r=max [p,q][/itex] then [itex]x_k+y_k=0[/itex] for all [itex]k \ge r[/itex], which implies [itex]x+y=(x_k+y_k) \in W[/itex]

I believe I need to show that the constant 0 sequence has only finitely many non zero terms. My attempt

[itex]W=\{x_1+y_1, x_2+y_2,...x_n+y_n,0,0 \}= Ʃ^{n}_{i=1} (x_n+y_n)[/itex]


Then I believe I need to show that [itex]cx_n[/itex] has only finitely many non zero terms if [itex]x_n[/itex] has...?

Any help will be appreciated. Thanks

PS. Where is the [itex] [/itex] tag?
 
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  • #2
bugatti79 said:

Homework Statement



Let V be the vector space consisting of all infinite real sequences. Show that the subset W consisting of all such sequences with only finitely many non-0 entries is a subspace of V


Homework Equations



I got this far

[itex]x=(x_n), y=(y_n)[/itex] be elements of [itex]W[/itex], then there exist [itex]p,q \in \mathbb{N}[/itex] such that [itex]x_k-0[/itex] for all [itex]k \ge p[/itex] and [itex]y_k=0[/itex] for all [itex]k \ge q[/itex]. Choose [itex]r=max [p,q][/itex] then [itex]x_k+y_k=0[/itex] for all [itex]k \ge r[/itex], which implies [itex]x+y=(x_k+y_k) \in W[/itex]
Yes, that is good.

I believe I need to show that the constant 0 sequence has only finitely many non zero terms. My attempt

[itex]W=\{x_1+y_1, x_2+y_2,...x_n+y_n,0,0 \}= Ʃ^{n}_{i=1} (x_n+y_n)[/itex]
The "constant 0 sequence" has 0 non-zero terms- that's certainly finite!


Then I believe I need to show that [itex]cx_n[/itex] has only finitely many non zero terms if [itex]x_n[/itex] has...?
c(0)= 0 for any c so if [itex]x_n[/itex] has only 0 for n> N, [itex]cx_n[/itex] has only 0 for n> N.

Any help will be appreciated. Thanks

PS. Where is the [itex] [/itex] tag?
 
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  • #3
HallsofIvy said:
The "constant 0 sequence" has 0 non-zero terms- that's certainly finite!


Not sure I understand what you are saying here. Is my equation correct

HallsofIvy said:
c(0)= 0 for any c so if [itex]x_n[/itex] has only 0 for n> N, [itex]cx_n[/tex] has only 0 for n> N

So is this correct...

[itex]c(x+y)=c(x_k+y_k) \in W[/itex]
 
  • #4
IF we let c=0 then the above equation becomes

[itex]0*(x+y)=0*(x_x+y_k) \in W[/itex]


Anyone willing to shed light on this simple problem for me?

Thanks
 
  • #5
I am not sure why you want to use multiple elements to show closure of scalar multiplication.

If [itex]x \in W[/itex] then [itex]x = x_n[/itex] where [itex]x_n[/itex] has finitely many nonzero terms. Multiplying each term in [itex]x_n[/itex] by some scalar c doesn't change the number of nonzero terms. Right?


Next. Think about what the additive identity looks like. What sequence can be added to any other sequence without changing the number of nonzero terms?
 
  • #6
kru_ said:
I am not sure why you want to use multiple elements to show closure of scalar multiplication.

If [itex]x \in W[/itex] then [itex]x = x_n[/itex] where [itex]x_n[/itex] has finitely many nonzero terms. Multiplying each term in [itex]x_n[/itex] by some scalar c doesn't change the number of nonzero terms. Right?




Next. Think about what the additive identity looks like. What sequence can be added to any other sequence without changing the number of nonzero terms?

Could the 0 sequance be used?

[itex](0,0,0...)+(x_1+y_1, x_2+y_2, x_n+y_n,0,0)=(x_1+y_1, x_2+y_2, x_n+y_n,0,0)[/itex]
 
  • #7
No, that's not enough. You have to show that the sum of any two series, each with a finite number of non-0 terms, has only a finite number of terms. Now, it is true that, if a series, [itex]\{a_n}[/itex] has a finite number of non-zero terms, there is some N such that if n> N, [itex]a_n= 0[/itex] ([itex]a_n[/itex] might be 0 for some n< N but that's not relevant). Another series, [itex]\{b_n\}[/itex], has all [itex]b_n= 0[/itex] for n> M, say. Do you see that both [itex]a_n[/itex] and [itex]b_n[/itex] are 0 for n> maximum(M, N)?
 
  • #8
HallsofIvy said:
No, that's not enough. You have to show that the sum of any two series, each with a finite number of non-0 terms, has only a finite number of terms. Now, it is true that, if a series, [itex]\{a_n}[/itex] has a finite number of non-zero terms, there is some N such that if n> N, [itex]a_n= 0[/itex] ([itex]a_n[/itex] might be 0 for some n< N but that's not relevant). Another series, [itex]\{b_n\}[/itex], has all [itex]b_n= 0[/itex] for n> M, say. Do you see that both [itex]a_n[/itex] and [itex]b_n[/itex] are 0 for n> maximum(M, N)?

Hi HallsofIvy,

Yes, I believe I understand the sum part as this is what I showed in post 1.
You replied in post 2 regarding my 2 remaining questions on to show

1) the constant 0 sequence has only finitely many non zero terms

2) show that cxn has only finitely many non zero terms if xn

but I didnt quite understand what you were saying. Could you clarify a bit more?

Thanks
 
  • #9
So my final attempt at putting it all together except for part 1)

Let V be the vector space consisting of all infinite real sequences. Show that the subset W consisting of all such sequences with only finitely many non-0 entries is a subspace of V

[itex]x=(x_n), y=(y_n)[/itex] be elements of [itex]W[/itex], then there exist [itex]p,q \in \mathbb{N}[/itex] such that [itex]x_k-0[/itex] for all [itex]k \ge p[/itex] and [itex]y_k=0[/itex] for all [itex]k \ge q[/itex]. Choose [itex]r=max [p,q][/itex] then [itex]x_k+y_k=0[/itex] for all [itex]k \ge r[/itex], which implies [itex]x+y=(x_k+y_k) \in W[/itex]

1) show the constant 0 sequence has only finitely many non zero terms

2) show that [itex]cx_n[/itex] has only finitely many non zero terms if [itex]x_n[/itex]

For any [itex]c \in \mathbb{W}[/itex] and if [itex]x_n=0[/itex] for n> N, then [itex]cx_n=0[/itex] for n> N


Thanks
 
  • #10
You might want to briefly explain the reason why the 0 sequence has finitely many nonzero terms, but otherwise I think it looks ok.
 
  • #11
kru_ said:
You might want to briefly explain the reason why the 0 sequence has finitely many nonzero terms, but otherwise I think it looks ok.

I know the 0 sequence is (0,0,0,0...) but I don't know how to explain it has 'finitely many non 0 terms'.....
 
  • #12
Well, how many non-zero numbers does it have? Isn't that a finite number?
 
  • #13
it has 0 'non zero' numbers in it. but I didnt know that the number 0 is a finite number. Isnt that an undefined issue?

Other than that. I am happy with this thread for an answer :-)
 

FAQ: Vector Subspace: Is W a Subspace of V?

What is a vector subspace?

A vector subspace is a subset of a vector space that follows the same rules and operations as the original vector space. It contains vectors that can be added and multiplied by scalars to produce another vector in the subspace.

How do you determine if a set is a vector subspace?

To determine if a set is a vector subspace, it must satisfy three conditions: closure under vector addition, closure under scalar multiplication, and contain the zero vector. This means that when two vectors are added together or when a vector is multiplied by a scalar, the result must still be in the set, and the set must contain the vector (0,0) as an element.

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

A vector space is a set of vectors that follow specific rules and operations, such as closure under addition and scalar multiplication. A vector subspace is a subset of a vector space that also follows these rules and operations, but may have additional restrictions.

Can a vector subspace contain only one vector?

Yes, a vector subspace can contain only one vector as long as it satisfies the three conditions of being closed under addition, closed under scalar multiplication, and containing the zero vector. In this case, the vector subspace would be a line passing through the origin in a vector space.

How are vector subspaces used in real-world applications?

Vector subspaces are used in various fields, such as physics, engineering, and computer science, to model and solve problems involving multiple dimensions. They are also used in linear algebra, which is essential in fields such as data analysis, signal processing, and machine learning.

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