If $v_1, dots, v_m$ are linearly independent, then there is $w$ such that $langle w, v_j rangle > 0$ for...












2












$begingroup$


Suppose $v_1, dots v_m$ is a linearly independent list in $V$. Show that there exists $w in V$ such that $langle w, v_j rangle > 0$ for all $j in {1, dots ,m}$.



I understand this question is saying given a linearly independent list, there is $w in V$ such that the vector $w$ is not orthogonal to any $v$ in that linearly independent set. I'm also confused as to why it is significant that the inner product be greater than zero and instead of just $neq 0$. Can someone give me a hint on how to do this problem?



I know that $langle v, v rangle >0$ for all $v$ not equal to zero, and since $v_1, dots v_m$ is linearly independent, then none of the $v_j$ will be zero, but it is impossible to have w equal to all $v_j$?










share|cite|improve this question











$endgroup$












  • $begingroup$
    Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 21:58












  • $begingroup$
    Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:01










  • $begingroup$
    The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:04










  • $begingroup$
    Are you given any information about $V$?
    $endgroup$
    – paw88789
    Jul 30 '14 at 22:11










  • $begingroup$
    Please try to write more descriptive titles in the future.
    $endgroup$
    – user147263
    Jul 31 '14 at 1:55
















2












$begingroup$


Suppose $v_1, dots v_m$ is a linearly independent list in $V$. Show that there exists $w in V$ such that $langle w, v_j rangle > 0$ for all $j in {1, dots ,m}$.



I understand this question is saying given a linearly independent list, there is $w in V$ such that the vector $w$ is not orthogonal to any $v$ in that linearly independent set. I'm also confused as to why it is significant that the inner product be greater than zero and instead of just $neq 0$. Can someone give me a hint on how to do this problem?



I know that $langle v, v rangle >0$ for all $v$ not equal to zero, and since $v_1, dots v_m$ is linearly independent, then none of the $v_j$ will be zero, but it is impossible to have w equal to all $v_j$?










share|cite|improve this question











$endgroup$












  • $begingroup$
    Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 21:58












  • $begingroup$
    Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:01










  • $begingroup$
    The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:04










  • $begingroup$
    Are you given any information about $V$?
    $endgroup$
    – paw88789
    Jul 30 '14 at 22:11










  • $begingroup$
    Please try to write more descriptive titles in the future.
    $endgroup$
    – user147263
    Jul 31 '14 at 1:55














2












2








2


1



$begingroup$


Suppose $v_1, dots v_m$ is a linearly independent list in $V$. Show that there exists $w in V$ such that $langle w, v_j rangle > 0$ for all $j in {1, dots ,m}$.



I understand this question is saying given a linearly independent list, there is $w in V$ such that the vector $w$ is not orthogonal to any $v$ in that linearly independent set. I'm also confused as to why it is significant that the inner product be greater than zero and instead of just $neq 0$. Can someone give me a hint on how to do this problem?



I know that $langle v, v rangle >0$ for all $v$ not equal to zero, and since $v_1, dots v_m$ is linearly independent, then none of the $v_j$ will be zero, but it is impossible to have w equal to all $v_j$?










share|cite|improve this question











$endgroup$




Suppose $v_1, dots v_m$ is a linearly independent list in $V$. Show that there exists $w in V$ such that $langle w, v_j rangle > 0$ for all $j in {1, dots ,m}$.



I understand this question is saying given a linearly independent list, there is $w in V$ such that the vector $w$ is not orthogonal to any $v$ in that linearly independent set. I'm also confused as to why it is significant that the inner product be greater than zero and instead of just $neq 0$. Can someone give me a hint on how to do this problem?



I know that $langle v, v rangle >0$ for all $v$ not equal to zero, and since $v_1, dots v_m$ is linearly independent, then none of the $v_j$ will be zero, but it is impossible to have w equal to all $v_j$?







linear-algebra vector-spaces vectors inner-product-space






share|cite|improve this question















share|cite|improve this question













share|cite|improve this question




share|cite|improve this question








edited Dec 17 '18 at 0:47









Batominovski

33k33293




33k33293










asked Jul 30 '14 at 21:55









SoapsSoaps

453315




453315












  • $begingroup$
    Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 21:58












  • $begingroup$
    Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:01










  • $begingroup$
    The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:04










  • $begingroup$
    Are you given any information about $V$?
    $endgroup$
    – paw88789
    Jul 30 '14 at 22:11










  • $begingroup$
    Please try to write more descriptive titles in the future.
    $endgroup$
    – user147263
    Jul 31 '14 at 1:55


















  • $begingroup$
    Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 21:58












  • $begingroup$
    Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:01










  • $begingroup$
    The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
    $endgroup$
    – Omnomnomnom
    Jul 30 '14 at 22:04










  • $begingroup$
    Are you given any information about $V$?
    $endgroup$
    – paw88789
    Jul 30 '14 at 22:11










  • $begingroup$
    Please try to write more descriptive titles in the future.
    $endgroup$
    – user147263
    Jul 31 '14 at 1:55
















$begingroup$
Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
$endgroup$
– Omnomnomnom
Jul 30 '14 at 21:58






$begingroup$
Remember: it is possible to have $langle x,y rangle < 0$. For example, take $(1,0)$ and $(-1,0)$ in $Bbb R^2$. If you have an inner product space over $Bbb C$, then there are even more possibilities.
$endgroup$
– Omnomnomnom
Jul 30 '14 at 21:58














$begingroup$
Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
$endgroup$
– Omnomnomnom
Jul 30 '14 at 22:01




$begingroup$
Also, correction: "given a linearly independent list, there is w in V such that the vector w is not orthogonal to any v in that linearly independent set."
$endgroup$
– Omnomnomnom
Jul 30 '14 at 22:01












$begingroup$
The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
$endgroup$
– Omnomnomnom
Jul 30 '14 at 22:04




$begingroup$
The key is that we're not just finding one $w$ so that $(w,v_1) > 0$ and another so that $(w,v_2)$ and so on, we're finding a single $w$ for which $(w,v_1) > 0$ and $(w,v_2) > 0$ and so on.
$endgroup$
– Omnomnomnom
Jul 30 '14 at 22:04












$begingroup$
Are you given any information about $V$?
$endgroup$
– paw88789
Jul 30 '14 at 22:11




$begingroup$
Are you given any information about $V$?
$endgroup$
– paw88789
Jul 30 '14 at 22:11












$begingroup$
Please try to write more descriptive titles in the future.
$endgroup$
– user147263
Jul 31 '14 at 1:55




$begingroup$
Please try to write more descriptive titles in the future.
$endgroup$
– user147263
Jul 31 '14 at 1:55










2 Answers
2






active

oldest

votes


















1












$begingroup$

Consider a linear functional $phi$ from $span(v_1,…,v_m)$ to scalar field $mathbb F$ (I assume $mathbb R$ or $mathbb C$) given by formula $$phi(a_1v_1+cdots+a_mv_m)=a_1+cdots+a_m.$$ Clearly $phi(v_j)=1$ for $j in {1,…,m}$. By the Riesz Representation Theorem there is a vector $w in span(v_1,…,v_m) subset V$ such that $phi(v)=langle v,w rangle$ for every $v in span(v_1,…,v_m)$. Thus $langle v_j,w rangle = phi(v_j) = 1 >0$ for all $j in {1,…,m}$.






share|cite|improve this answer











$endgroup$





















    0












    $begingroup$

    Hint: suppose that $w_{n-1}$ is such that $langle w, v_j rangle > 0$ for $j = 1,dots,n-1$. Let $S_{n-1}$ be the span of $v_1,dots,v_{n-1}$. Suppose furthermore (without loss of generality) that $w in S_{n-1}$.



    Let $v^perp$ be the component of $v_n$ perpendicular to $S_{n-1}$. Let $w_{n} = w_{n-1} + a v^perp$ for some constant $a>0$. We may select $a>0$ so that $w_n$ satisfies $langle w, v_j rangle > 0$ for $j = 1,dots,n$. Note that $w_n in S_n$, the span of $v_1,dots,v_n$.



    In particular, for $i leq n-1$, we have
    $$
    langle w_n, v_i rangle = langle w_{n-1}, v_i rangle + alangle v^perp, v_i rangle =
    langle w_{n-1}, v_i rangle
    $$
    and then
    $$
    langle w_n, v_nrangle = langle w_{n-1}, v_n rangle + alangle v^perp, v_n rangle
    = langle w_{n-1}, v_n rangle + a|v^perp|^2 \
    geq
    a |v_n|^2-|w_{n-1}| |v_n| =
    (a |v_n|-|w_{n-1}|) |v_n|
    $$
    So, in particular, it suffices to set $a > frac{|w_{n-1}|}{|v_n|}$.






    share|cite|improve this answer











    $endgroup$













    • $begingroup$
      It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
      $endgroup$
      – zcn
      Jul 30 '14 at 23:06












    • $begingroup$
      @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
      $endgroup$
      – Omnomnomnom
      Jul 30 '14 at 23:11










    • $begingroup$
      @Soaps feel free to ask for clarification if one of the steps is unclear.
      $endgroup$
      – Omnomnomnom
      Jul 30 '14 at 23:12










    • $begingroup$
      I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
      $endgroup$
      – Soaps
      Jul 31 '14 at 2:17










    • $begingroup$
      @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
      $endgroup$
      – Omnomnomnom
      Jul 31 '14 at 2:23











    Your Answer





    StackExchange.ifUsing("editor", function () {
    return StackExchange.using("mathjaxEditing", function () {
    StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
    StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
    });
    });
    }, "mathjax-editing");

    StackExchange.ready(function() {
    var channelOptions = {
    tags: "".split(" "),
    id: "69"
    };
    initTagRenderer("".split(" "), "".split(" "), channelOptions);

    StackExchange.using("externalEditor", function() {
    // Have to fire editor after snippets, if snippets enabled
    if (StackExchange.settings.snippets.snippetsEnabled) {
    StackExchange.using("snippets", function() {
    createEditor();
    });
    }
    else {
    createEditor();
    }
    });

    function createEditor() {
    StackExchange.prepareEditor({
    heartbeatType: 'answer',
    autoActivateHeartbeat: false,
    convertImagesToLinks: true,
    noModals: true,
    showLowRepImageUploadWarning: true,
    reputationToPostImages: 10,
    bindNavPrevention: true,
    postfix: "",
    imageUploader: {
    brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
    contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
    allowUrls: true
    },
    noCode: true, onDemand: true,
    discardSelector: ".discard-answer"
    ,immediatelyShowMarkdownHelp:true
    });


    }
    });














    draft saved

    draft discarded


















    StackExchange.ready(
    function () {
    StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fmath.stackexchange.com%2fquestions%2f883075%2fif-v-1-dots-v-m-are-linearly-independent-then-there-is-w-such-that-lan%23new-answer', 'question_page');
    }
    );

    Post as a guest















    Required, but never shown

























    2 Answers
    2






    active

    oldest

    votes








    2 Answers
    2






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    1












    $begingroup$

    Consider a linear functional $phi$ from $span(v_1,…,v_m)$ to scalar field $mathbb F$ (I assume $mathbb R$ or $mathbb C$) given by formula $$phi(a_1v_1+cdots+a_mv_m)=a_1+cdots+a_m.$$ Clearly $phi(v_j)=1$ for $j in {1,…,m}$. By the Riesz Representation Theorem there is a vector $w in span(v_1,…,v_m) subset V$ such that $phi(v)=langle v,w rangle$ for every $v in span(v_1,…,v_m)$. Thus $langle v_j,w rangle = phi(v_j) = 1 >0$ for all $j in {1,…,m}$.






    share|cite|improve this answer











    $endgroup$


















      1












      $begingroup$

      Consider a linear functional $phi$ from $span(v_1,…,v_m)$ to scalar field $mathbb F$ (I assume $mathbb R$ or $mathbb C$) given by formula $$phi(a_1v_1+cdots+a_mv_m)=a_1+cdots+a_m.$$ Clearly $phi(v_j)=1$ for $j in {1,…,m}$. By the Riesz Representation Theorem there is a vector $w in span(v_1,…,v_m) subset V$ such that $phi(v)=langle v,w rangle$ for every $v in span(v_1,…,v_m)$. Thus $langle v_j,w rangle = phi(v_j) = 1 >0$ for all $j in {1,…,m}$.






      share|cite|improve this answer











      $endgroup$
















        1












        1








        1





        $begingroup$

        Consider a linear functional $phi$ from $span(v_1,…,v_m)$ to scalar field $mathbb F$ (I assume $mathbb R$ or $mathbb C$) given by formula $$phi(a_1v_1+cdots+a_mv_m)=a_1+cdots+a_m.$$ Clearly $phi(v_j)=1$ for $j in {1,…,m}$. By the Riesz Representation Theorem there is a vector $w in span(v_1,…,v_m) subset V$ such that $phi(v)=langle v,w rangle$ for every $v in span(v_1,…,v_m)$. Thus $langle v_j,w rangle = phi(v_j) = 1 >0$ for all $j in {1,…,m}$.






        share|cite|improve this answer











        $endgroup$



        Consider a linear functional $phi$ from $span(v_1,…,v_m)$ to scalar field $mathbb F$ (I assume $mathbb R$ or $mathbb C$) given by formula $$phi(a_1v_1+cdots+a_mv_m)=a_1+cdots+a_m.$$ Clearly $phi(v_j)=1$ for $j in {1,…,m}$. By the Riesz Representation Theorem there is a vector $w in span(v_1,…,v_m) subset V$ such that $phi(v)=langle v,w rangle$ for every $v in span(v_1,…,v_m)$. Thus $langle v_j,w rangle = phi(v_j) = 1 >0$ for all $j in {1,…,m}$.







        share|cite|improve this answer














        share|cite|improve this answer



        share|cite|improve this answer








        edited Dec 16 '18 at 23:45

























        answered Dec 16 '18 at 23:31









        Paweł PodPaweł Pod

        112




        112























            0












            $begingroup$

            Hint: suppose that $w_{n-1}$ is such that $langle w, v_j rangle > 0$ for $j = 1,dots,n-1$. Let $S_{n-1}$ be the span of $v_1,dots,v_{n-1}$. Suppose furthermore (without loss of generality) that $w in S_{n-1}$.



            Let $v^perp$ be the component of $v_n$ perpendicular to $S_{n-1}$. Let $w_{n} = w_{n-1} + a v^perp$ for some constant $a>0$. We may select $a>0$ so that $w_n$ satisfies $langle w, v_j rangle > 0$ for $j = 1,dots,n$. Note that $w_n in S_n$, the span of $v_1,dots,v_n$.



            In particular, for $i leq n-1$, we have
            $$
            langle w_n, v_i rangle = langle w_{n-1}, v_i rangle + alangle v^perp, v_i rangle =
            langle w_{n-1}, v_i rangle
            $$
            and then
            $$
            langle w_n, v_nrangle = langle w_{n-1}, v_n rangle + alangle v^perp, v_n rangle
            = langle w_{n-1}, v_n rangle + a|v^perp|^2 \
            geq
            a |v_n|^2-|w_{n-1}| |v_n| =
            (a |v_n|-|w_{n-1}|) |v_n|
            $$
            So, in particular, it suffices to set $a > frac{|w_{n-1}|}{|v_n|}$.






            share|cite|improve this answer











            $endgroup$













            • $begingroup$
              It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
              $endgroup$
              – zcn
              Jul 30 '14 at 23:06












            • $begingroup$
              @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:11










            • $begingroup$
              @Soaps feel free to ask for clarification if one of the steps is unclear.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:12










            • $begingroup$
              I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
              $endgroup$
              – Soaps
              Jul 31 '14 at 2:17










            • $begingroup$
              @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
              $endgroup$
              – Omnomnomnom
              Jul 31 '14 at 2:23
















            0












            $begingroup$

            Hint: suppose that $w_{n-1}$ is such that $langle w, v_j rangle > 0$ for $j = 1,dots,n-1$. Let $S_{n-1}$ be the span of $v_1,dots,v_{n-1}$. Suppose furthermore (without loss of generality) that $w in S_{n-1}$.



            Let $v^perp$ be the component of $v_n$ perpendicular to $S_{n-1}$. Let $w_{n} = w_{n-1} + a v^perp$ for some constant $a>0$. We may select $a>0$ so that $w_n$ satisfies $langle w, v_j rangle > 0$ for $j = 1,dots,n$. Note that $w_n in S_n$, the span of $v_1,dots,v_n$.



            In particular, for $i leq n-1$, we have
            $$
            langle w_n, v_i rangle = langle w_{n-1}, v_i rangle + alangle v^perp, v_i rangle =
            langle w_{n-1}, v_i rangle
            $$
            and then
            $$
            langle w_n, v_nrangle = langle w_{n-1}, v_n rangle + alangle v^perp, v_n rangle
            = langle w_{n-1}, v_n rangle + a|v^perp|^2 \
            geq
            a |v_n|^2-|w_{n-1}| |v_n| =
            (a |v_n|-|w_{n-1}|) |v_n|
            $$
            So, in particular, it suffices to set $a > frac{|w_{n-1}|}{|v_n|}$.






            share|cite|improve this answer











            $endgroup$













            • $begingroup$
              It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
              $endgroup$
              – zcn
              Jul 30 '14 at 23:06












            • $begingroup$
              @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:11










            • $begingroup$
              @Soaps feel free to ask for clarification if one of the steps is unclear.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:12










            • $begingroup$
              I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
              $endgroup$
              – Soaps
              Jul 31 '14 at 2:17










            • $begingroup$
              @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
              $endgroup$
              – Omnomnomnom
              Jul 31 '14 at 2:23














            0












            0








            0





            $begingroup$

            Hint: suppose that $w_{n-1}$ is such that $langle w, v_j rangle > 0$ for $j = 1,dots,n-1$. Let $S_{n-1}$ be the span of $v_1,dots,v_{n-1}$. Suppose furthermore (without loss of generality) that $w in S_{n-1}$.



            Let $v^perp$ be the component of $v_n$ perpendicular to $S_{n-1}$. Let $w_{n} = w_{n-1} + a v^perp$ for some constant $a>0$. We may select $a>0$ so that $w_n$ satisfies $langle w, v_j rangle > 0$ for $j = 1,dots,n$. Note that $w_n in S_n$, the span of $v_1,dots,v_n$.



            In particular, for $i leq n-1$, we have
            $$
            langle w_n, v_i rangle = langle w_{n-1}, v_i rangle + alangle v^perp, v_i rangle =
            langle w_{n-1}, v_i rangle
            $$
            and then
            $$
            langle w_n, v_nrangle = langle w_{n-1}, v_n rangle + alangle v^perp, v_n rangle
            = langle w_{n-1}, v_n rangle + a|v^perp|^2 \
            geq
            a |v_n|^2-|w_{n-1}| |v_n| =
            (a |v_n|-|w_{n-1}|) |v_n|
            $$
            So, in particular, it suffices to set $a > frac{|w_{n-1}|}{|v_n|}$.






            share|cite|improve this answer











            $endgroup$



            Hint: suppose that $w_{n-1}$ is such that $langle w, v_j rangle > 0$ for $j = 1,dots,n-1$. Let $S_{n-1}$ be the span of $v_1,dots,v_{n-1}$. Suppose furthermore (without loss of generality) that $w in S_{n-1}$.



            Let $v^perp$ be the component of $v_n$ perpendicular to $S_{n-1}$. Let $w_{n} = w_{n-1} + a v^perp$ for some constant $a>0$. We may select $a>0$ so that $w_n$ satisfies $langle w, v_j rangle > 0$ for $j = 1,dots,n$. Note that $w_n in S_n$, the span of $v_1,dots,v_n$.



            In particular, for $i leq n-1$, we have
            $$
            langle w_n, v_i rangle = langle w_{n-1}, v_i rangle + alangle v^perp, v_i rangle =
            langle w_{n-1}, v_i rangle
            $$
            and then
            $$
            langle w_n, v_nrangle = langle w_{n-1}, v_n rangle + alangle v^perp, v_n rangle
            = langle w_{n-1}, v_n rangle + a|v^perp|^2 \
            geq
            a |v_n|^2-|w_{n-1}| |v_n| =
            (a |v_n|-|w_{n-1}|) |v_n|
            $$
            So, in particular, it suffices to set $a > frac{|w_{n-1}|}{|v_n|}$.







            share|cite|improve this answer














            share|cite|improve this answer



            share|cite|improve this answer








            edited Jul 31 '14 at 2:35

























            answered Jul 30 '14 at 22:49









            OmnomnomnomOmnomnomnom

            128k791183




            128k791183












            • $begingroup$
              It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
              $endgroup$
              – zcn
              Jul 30 '14 at 23:06












            • $begingroup$
              @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:11










            • $begingroup$
              @Soaps feel free to ask for clarification if one of the steps is unclear.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:12










            • $begingroup$
              I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
              $endgroup$
              – Soaps
              Jul 31 '14 at 2:17










            • $begingroup$
              @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
              $endgroup$
              – Omnomnomnom
              Jul 31 '14 at 2:23


















            • $begingroup$
              It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
              $endgroup$
              – zcn
              Jul 30 '14 at 23:06












            • $begingroup$
              @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:11










            • $begingroup$
              @Soaps feel free to ask for clarification if one of the steps is unclear.
              $endgroup$
              – Omnomnomnom
              Jul 30 '14 at 23:12










            • $begingroup$
              I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
              $endgroup$
              – Soaps
              Jul 31 '14 at 2:17










            • $begingroup$
              @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
              $endgroup$
              – Omnomnomnom
              Jul 31 '14 at 2:23
















            $begingroup$
            It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
            $endgroup$
            – zcn
            Jul 30 '14 at 23:06






            $begingroup$
            It's not quite true that $langle w_{n-1} + v^perp, v_n rangle > 0$ (consider $w_1 = v_1 = (1,0)$, $v_2 = (-1,1)$). However, one can take $w_n := w_{n-1} + av^perp$ for some $a gg 0$
            $endgroup$
            – zcn
            Jul 30 '14 at 23:06














            $begingroup$
            @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
            $endgroup$
            – Omnomnomnom
            Jul 30 '14 at 23:11




            $begingroup$
            @zcn thanks for the catch; I was thinking about $langle w_{n-1} + v^perp, v^perp rangle$.
            $endgroup$
            – Omnomnomnom
            Jul 30 '14 at 23:11












            $begingroup$
            @Soaps feel free to ask for clarification if one of the steps is unclear.
            $endgroup$
            – Omnomnomnom
            Jul 30 '14 at 23:12




            $begingroup$
            @Soaps feel free to ask for clarification if one of the steps is unclear.
            $endgroup$
            – Omnomnomnom
            Jul 30 '14 at 23:12












            $begingroup$
            I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
            $endgroup$
            – Soaps
            Jul 31 '14 at 2:17




            $begingroup$
            I just don't understand in general I'm sorry, do you think you could explain it in English maybe? Is $w_{n-1}$ different than $w_n$ in this case, I just don't really understand what your approach was?
            $endgroup$
            – Soaps
            Jul 31 '14 at 2:17












            $begingroup$
            @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
            $endgroup$
            – Omnomnomnom
            Jul 31 '14 at 2:23




            $begingroup$
            @Soaps the idea here is that I'm using an inductive approach. If you can find a $w$ for $n-1$ vectors, then you can use this process to find a $w$ for $n$ vectors.
            $endgroup$
            – Omnomnomnom
            Jul 31 '14 at 2:23


















            draft saved

            draft discarded




















































            Thanks for contributing an answer to Mathematics Stack Exchange!


            • Please be sure to answer the question. Provide details and share your research!

            But avoid



            • Asking for help, clarification, or responding to other answers.

            • Making statements based on opinion; back them up with references or personal experience.


            Use MathJax to format equations. MathJax reference.


            To learn more, see our tips on writing great answers.




            draft saved


            draft discarded














            StackExchange.ready(
            function () {
            StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fmath.stackexchange.com%2fquestions%2f883075%2fif-v-1-dots-v-m-are-linearly-independent-then-there-is-w-such-that-lan%23new-answer', 'question_page');
            }
            );

            Post as a guest















            Required, but never shown





















































            Required, but never shown














            Required, but never shown












            Required, but never shown







            Required, but never shown

































            Required, but never shown














            Required, but never shown












            Required, but never shown







            Required, but never shown







            Popular posts from this blog

            Quarter-circle Tiles

            build a pushdown automaton that recognizes the reverse language of a given pushdown automaton?

            Mont Emei