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Thread: Showing vector space

  1. #1
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    Showing vector space

    Hey,

    I have given the space:

    l^{\infty}(\mathbb{N})=\Big\{\{x_{k}\}_{k=1}^{\inf  ty} \vert x_{k}\in \mathbb{C}, \forall k\in \mathbb{N}, \text{and only finitely many} x_{k} \text{are nonzero} \Big\}

    How do I show that this space is a vector space. Should I run through various rules which must be fulfilled in order for a set to be a vector-space or is there another way of going about it?

    Appreciate it.
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  2. #2
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    Quote Originally Posted by surjective View Post
    Hey,

    I have given the space:

    l^{\infty}(\mathbb{N})=\Big\{\{x_{k}\}_{k=1}^{\inf  ty} \vert x_{k}\in \mathbb{C}, \forall k\in \mathbb{N}, \text{and only finitely many} x_{k} \text{are nonzero} \Big\}

    How do I show that this space is a vector space. Should I run through various rules which must be fulfilled in order for a set to be a vector-space or is there another way of going about it?

    Appreciate it.
    It is confusing this notation. l_\infty(\mathbb{N}) is denoted usually by l_\infty and it is the space of all bounded sequences. The space of sequences with only finite coordinates non-zero is the countable direct sum of copies of \mathbb{C} and it is usually denoted by \varphi

    To show that a set is a vector space simply show that the sum of two vectors defined in a natural way is in the set and also the multiplication by a scalar, it is simply algebra, and both, l_\infty and \varphi are vector spaces, the sum of two sequences which are bounded or eventually null is bounded or eventually null and the same with the multiplication by scalars.
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  3. #3
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    Clearly the direct sum is a subset of direct product. So you'll only need to check that it's actually a subspace.
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  4. #4
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    showi vector space

    Hey,

    Thanks for the reply. Yes I know that a vector space is a nonempty set V that has been equipped with two operations, namely addition and multiplication. The thing is that in order for a set to qualify as a vector space, the mentioned operations must adhere to certain axioms. They are quite many. Therefore I would, as far as possible, like to avoid showing all of them.

    But as far as I have understood from your post it would be sufficient to choose two arbitrary bounded sequences in l^{\infty}(\mathbb{N}) and show that their sum is bounded as well as multiplying a scalar with an arbitrary bounded sequence in l^{\infty}(\mathbb{N}) and show that it is bounded. Would that really be sufficient to show that the space mentioned is a vector-space.

    Appreciate the help.
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  5. #5
    MHF Contributor Drexel28's Avatar
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    Quote Originally Posted by surjective View Post
    Hey,

    Thanks for the reply. Yes I know that a vector space is a nonempty set V that has been equipped with two operations, namely addition and multiplication. The thing is that in order for a set to qualify as a vector space, the mentioned operations must adhere to certain axioms. They are quite many. Therefore I would, as far as possible, like to avoid showing all of them.

    But as far as I have understood from your post it would be sufficient to choose two arbitrary bounded sequences in l^{\infty}(\mathbb{N}) and show that their sum is bounded as well as multiplying a scalar with an arbitrary bounded sequence in l^{\infty}(\mathbb{N}) and show that it is bounded. Would that really be sufficient to show that the space mentioned is a vector-space.

    Appreciate the help.
    Where's the confusion coming from? If I am understanding your question correctly the above space is a subset of a bigger vector space (which?) and to show that it's a vector space we must thus show it's closed under scalar mult. and addition.

    But, if x_n,y_n are eventually zero of order k,\ell respectively then x_n+y_n is eventually zero of order \max\{k,\ell\}. etc.
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  6. #6
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    Showing vector space

    Hey,

    Thanks for your patience.

    Let me try again. Looking at the previous posts I saw that I had written the space incorrectly. I have the space:

    l^{\infty}(\mathbb{N})=\Big\{\{x_{k}\}_{k=1}^{\inf  ty} \vert x_{k}\in \mathbb{C}, \sup_{k \in \mathbb{N}}|x_{k}| < \infty \Big\}

    It does not state that l^{\infty}(\mathbb{N})´is a subset of a larger space!!!?

    My confusion has to do with the textbook I'm using (and have been using since I started the course on Real Analysis). It is terrible and the formulation is not clear at all.

    I know that a subspace of a vector-space V is a subset S\subseteq V such that when the addition and scalar multiplication of V are used to add and scalar-multiply the elements of S, then S is a vector-space. Hence by showing that l^{\infty}(\mathbb{N}) is closed under addition and multiplication then that would show the intended (as mentioned several times now).

    Appreciate the help.
    Last edited by surjective; April 6th 2010 at 10:36 AM.
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  7. #7
    MHF Contributor Drexel28's Avatar
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    Quote Originally Posted by surjective View Post
    Hey,

    Thanks for your patience.

    Let me try again. Looking at the previous posts I saw that I had written the space incorrectly. I have the space:

    l^{\infty}(\mathbb{N})=\Big\{\{x_{k}\}_{k=1}^{\inf  ty} \vert x_{k}\in \mathbb{C}, \sup_{k \in \mathbb{N}}|x_{k}| < \infty \Big\}

    It does not state that l^{\infty}(\mathbb{N})´is a subset of a larger space!!!?

    My confusion has to do with the textbook I'm using (and have been using since I started the course on Real Analysis). It is terrible and the formulation is not clear at all.

    I know that a subspace of a vector-space V is a subset S\subseteq V such that when the addition and scalar multiplication of V are used to add and scalar-multiply the elements of S, then S is a vector-space. Hence by showing that l^{\infty}(\mathbb{N}) is closed under addition and multiplication then that would show the intended (as mentioned several times now).

    Appreciate the help.
    Where's the difficulty with this too? If x_n\in\ell_\infty(\mathbb{N}) then \sup_{n\in\mathbb{N}}|\alpha x_n|=\alpha\sup_{n\in\mathbb{N}}|x_n|<\infty\impli  es \{\alpha x_n\}\in\ell_{\infty}(\mathbb{N}). Similarly, if \{x_m\},\{y_n\}\in\ell_\infty(\mathbb{N}) then \sup_{n\in\mathbb{N}}|x_n+y_n|\leqslant\sup_{n\in\  mathbb{N}}|x_n|+\sup_{n\in\mathbb{N}}|y_n|<\infty\  implies \{x_n+y_n\}\in\ell_\infty(\mathbb{N})
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  8. #8
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    Showing vector space

    Yes that is also what I was able to extract from the previous posts. Some general questions:

    1) Is l^{\infty}(\mathbb{N}) a subset of a larger vector-space?

    2) When you have a set equipped with the operations of addition and multiplication, is it then a given that these operations satisfy the wellknown axioms of a vector-space?

    3) Does every supspace fulfill the properties of its larger vector-space?

    \text{thanks}^{\infty}
    Last edited by surjective; April 6th 2010 at 12:17 PM.
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  9. #9
    MHF Contributor Drexel28's Avatar
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    Quote Originally Posted by surjective View Post
    Yes that is also what I was able to extract from the previous posts. Some general questions:

    1) Is l^{\infty}(\mathbb{N}) a subset of a larger vector-space?
    Probably, you can probably embed it in a larger vector space. Is there a canonical choice? Probably not. Does it matter though? For if you are trying to embed it so you only have to prove closure of scalar mult. and addition (since it's a subspace) you'd still have to prove that the space you embedded it in is a vector space

    2) When you have a set equipped with the operations of addition and multiplication, is it then a given that these operations satisfy the wellknown axioms of a vector-space?
    What do you mean? Not every mult. and addition satisfies the vector space axioms.

    3) Does every supspace fulfill the properties of its larger vector-space?
    It inherits associativity and distributivity of the mult. and addition, etc. But it need not be closed under mult. and addition.
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  10. #10
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    showing vector-space

    I meant the following:

    This is what my textbook says:

    A vectorspace is a non-empty set V that has been equipped with two operations, called addition and scalar-multiplication, statisfying certain rules.

    Notice the underlined. What you have helped me to show so far is that the space l^{\infty}(\mathbb{N}) is closed under addition and multiplication. But what about the "certain rules" mentioned? Is is not a requirement to show them also?
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  11. #11
    MHF Contributor Drexel28's Avatar
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    Quote Originally Posted by surjective View Post
    I meant the following:

    This is what my textbook says:

    A vectorspace is a non-empty set V that has been equipped with two operations, called addition and scalar-multiplication, statisfying certain rules.

    Notice the underlined. What you have helped me to show so far is that the space l^{\infty}(\mathbb{N}) is closed under addition and multiplication. But what about the "certain rules" mentioned? Is is not a requirement to show them also?
    Yeah, but they are trivial. They are that...well I'm not going to write them all. Here they are. Personally, I would just say "it's apparent that they are satisfied" but I wouldn't do that if I were you.
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  12. #12
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    I'm suspecting more problems will show up but thank a lot for now.
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