There exists a direct sum decomposition V=W⊕Z into two subspaces, with T the projection from V onto W along...











up vote
0
down vote

favorite
2












Let V be a vector space, and T∈L(V). Show that the following statements (i), (ii) are equivalent:



(i) There exists a direct sum decomposition V=W⊕Z into two subspace, with T the projection from V onto W along Z.



(ii) T∘T=T.



any one can help with it, i have no idea with this question










share|cite|improve this question


















  • 1




    One direction is easy. For the other: what is the kernel of $T$? How about the image?
    – user3482749
    Nov 16 at 22:15















up vote
0
down vote

favorite
2












Let V be a vector space, and T∈L(V). Show that the following statements (i), (ii) are equivalent:



(i) There exists a direct sum decomposition V=W⊕Z into two subspace, with T the projection from V onto W along Z.



(ii) T∘T=T.



any one can help with it, i have no idea with this question










share|cite|improve this question


















  • 1




    One direction is easy. For the other: what is the kernel of $T$? How about the image?
    – user3482749
    Nov 16 at 22:15













up vote
0
down vote

favorite
2









up vote
0
down vote

favorite
2






2





Let V be a vector space, and T∈L(V). Show that the following statements (i), (ii) are equivalent:



(i) There exists a direct sum decomposition V=W⊕Z into two subspace, with T the projection from V onto W along Z.



(ii) T∘T=T.



any one can help with it, i have no idea with this question










share|cite|improve this question













Let V be a vector space, and T∈L(V). Show that the following statements (i), (ii) are equivalent:



(i) There exists a direct sum decomposition V=W⊕Z into two subspace, with T the projection from V onto W along Z.



(ii) T∘T=T.



any one can help with it, i have no idea with this question







linear-algebra






share|cite|improve this question













share|cite|improve this question











share|cite|improve this question




share|cite|improve this question










asked Nov 16 at 22:12









DORCT

406




406








  • 1




    One direction is easy. For the other: what is the kernel of $T$? How about the image?
    – user3482749
    Nov 16 at 22:15














  • 1




    One direction is easy. For the other: what is the kernel of $T$? How about the image?
    – user3482749
    Nov 16 at 22:15








1




1




One direction is easy. For the other: what is the kernel of $T$? How about the image?
– user3482749
Nov 16 at 22:15




One direction is easy. For the other: what is the kernel of $T$? How about the image?
– user3482749
Nov 16 at 22:15










2 Answers
2






active

oldest

votes

















up vote
1
down vote



accepted










(i) $Longrightarrow$ (ii):



$V = W oplus Z; tag 1$



by definition means that



$V = W + Z, ; W cap Z = {0}; tag 2$



we note that the decomposition of any $v in V$ into



$v = w + z, ; w in W, ; z in Z, tag 3$



is unique, for if



$w_1 + z_1 = w_2 + z_2, tag 4$



then



$W ni w_1 - w_2 = z_2 - z_1 in Z; tag 5$



thus,



$w_1 - w_2 = 0 = z_2 - z_1 Longrightarrow w_1 = w_2, ; z_1 = z_2 tag 6$



as claimed; therefore, since $w$ is unambiguously determined by $v$, we may define a function



$T:V to W, ; T(v) = T(w + z) = w; tag 7$



we investigate the linearity of $T$: if



$v = av_1 + v_2, tag 8$



we may uniquely write



$v_1 = w_1 + z_1, ; v_2 = w_2 + z_2, tag 9$



whence



$v = a(w_1 + z_1) + w_2 + z_2 = (aw_1 + w_2) + (az_1 + z_2) in W + Z, tag{10}$



uniquely; it follows that



$Tv = T(av_1 + v_2) = aw_1 + w_2 = aTv_1 + Tv_2, tag{11}$



establishing the linearity of $T$.



We compute



$T^2(w + z) = T(T(w + z)) = Tw = T(w + z), tag{12}$



whence



$T^2 = T. tag{13}$



(ii) $Longrightarrow$ (i):



$T^2 = T Longrightarrow T(T - I) = T^2 - T = 0; tag{14}$



set



$W = T(V); tag{15}$



then, via (14):



$w in W Longrightarrow exists v in V, ; w = Tv; ; Tw = T^2v = Tv = w; tag{16}$



we see that $T$ fixes $w$ pointwise; it acts as the identity on the subspace $W$. We may also set



$Z = (I - T)V; tag{17}$



then, again by (14),



$z in Z Longrightarrow exists v in V, z = (I - T)v; ; Tz = T(I -T)v = 0 Longrightarrow z in ker T; tag{18}$



likewise,



$z in ker T Longrightarrow Tz = 0 Longrightarrow z = Iz - Tz = (I - T)z Longrightarrow z in (I - T)V = Z; tag{19}$



thus,



$Z = ker T; tag{20}$



now if



$y in Z cap W, tag{21}$



we have



$y = Tv, ; v in V; tag{22}$



$Ty = 0; tag{23}$



therefore, again invoking (14),



$y = Tv = T^2v = T(Tv) = Ty = 0; tag{24}$



we have then shown that



$Z cap W = {0}; tag{25}$



finally, for $v in V$,



$v = Iv - Tv + Tv = (I - T)v + Tv in Z + W; tag{26}$



(25) and (26) show that



$V = W oplus Z; tag{27}$



(16) and (20) show that $T$ is a projection onto $W$ "along $Z$". Thus we have (ii) $Longrightarrow$ (i).






share|cite|improve this answer






























    up vote
    1
    down vote













    The implication (i) $Rightarrow$ (ii) follows from the definition.



    The implication (ii) $Rightarrow$ (i) is not hard to verify once you know that $W=operatorname{im}T$ and $Z=operatorname{ker}T$.






    share|cite|improve this answer





















    • what is im T?..
      – DORCT
      Nov 16 at 23:31










    • The image of $T$. You could also write it as $T(V)$.
      – Servaes
      Nov 16 at 23:31











    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',
    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%2f3001696%2fthere-exists-a-direct-sum-decomposition-v-w%25e2%258a%2595z-into-two-subspaces-with-t-the-pro%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








    up vote
    1
    down vote



    accepted










    (i) $Longrightarrow$ (ii):



    $V = W oplus Z; tag 1$



    by definition means that



    $V = W + Z, ; W cap Z = {0}; tag 2$



    we note that the decomposition of any $v in V$ into



    $v = w + z, ; w in W, ; z in Z, tag 3$



    is unique, for if



    $w_1 + z_1 = w_2 + z_2, tag 4$



    then



    $W ni w_1 - w_2 = z_2 - z_1 in Z; tag 5$



    thus,



    $w_1 - w_2 = 0 = z_2 - z_1 Longrightarrow w_1 = w_2, ; z_1 = z_2 tag 6$



    as claimed; therefore, since $w$ is unambiguously determined by $v$, we may define a function



    $T:V to W, ; T(v) = T(w + z) = w; tag 7$



    we investigate the linearity of $T$: if



    $v = av_1 + v_2, tag 8$



    we may uniquely write



    $v_1 = w_1 + z_1, ; v_2 = w_2 + z_2, tag 9$



    whence



    $v = a(w_1 + z_1) + w_2 + z_2 = (aw_1 + w_2) + (az_1 + z_2) in W + Z, tag{10}$



    uniquely; it follows that



    $Tv = T(av_1 + v_2) = aw_1 + w_2 = aTv_1 + Tv_2, tag{11}$



    establishing the linearity of $T$.



    We compute



    $T^2(w + z) = T(T(w + z)) = Tw = T(w + z), tag{12}$



    whence



    $T^2 = T. tag{13}$



    (ii) $Longrightarrow$ (i):



    $T^2 = T Longrightarrow T(T - I) = T^2 - T = 0; tag{14}$



    set



    $W = T(V); tag{15}$



    then, via (14):



    $w in W Longrightarrow exists v in V, ; w = Tv; ; Tw = T^2v = Tv = w; tag{16}$



    we see that $T$ fixes $w$ pointwise; it acts as the identity on the subspace $W$. We may also set



    $Z = (I - T)V; tag{17}$



    then, again by (14),



    $z in Z Longrightarrow exists v in V, z = (I - T)v; ; Tz = T(I -T)v = 0 Longrightarrow z in ker T; tag{18}$



    likewise,



    $z in ker T Longrightarrow Tz = 0 Longrightarrow z = Iz - Tz = (I - T)z Longrightarrow z in (I - T)V = Z; tag{19}$



    thus,



    $Z = ker T; tag{20}$



    now if



    $y in Z cap W, tag{21}$



    we have



    $y = Tv, ; v in V; tag{22}$



    $Ty = 0; tag{23}$



    therefore, again invoking (14),



    $y = Tv = T^2v = T(Tv) = Ty = 0; tag{24}$



    we have then shown that



    $Z cap W = {0}; tag{25}$



    finally, for $v in V$,



    $v = Iv - Tv + Tv = (I - T)v + Tv in Z + W; tag{26}$



    (25) and (26) show that



    $V = W oplus Z; tag{27}$



    (16) and (20) show that $T$ is a projection onto $W$ "along $Z$". Thus we have (ii) $Longrightarrow$ (i).






    share|cite|improve this answer



























      up vote
      1
      down vote



      accepted










      (i) $Longrightarrow$ (ii):



      $V = W oplus Z; tag 1$



      by definition means that



      $V = W + Z, ; W cap Z = {0}; tag 2$



      we note that the decomposition of any $v in V$ into



      $v = w + z, ; w in W, ; z in Z, tag 3$



      is unique, for if



      $w_1 + z_1 = w_2 + z_2, tag 4$



      then



      $W ni w_1 - w_2 = z_2 - z_1 in Z; tag 5$



      thus,



      $w_1 - w_2 = 0 = z_2 - z_1 Longrightarrow w_1 = w_2, ; z_1 = z_2 tag 6$



      as claimed; therefore, since $w$ is unambiguously determined by $v$, we may define a function



      $T:V to W, ; T(v) = T(w + z) = w; tag 7$



      we investigate the linearity of $T$: if



      $v = av_1 + v_2, tag 8$



      we may uniquely write



      $v_1 = w_1 + z_1, ; v_2 = w_2 + z_2, tag 9$



      whence



      $v = a(w_1 + z_1) + w_2 + z_2 = (aw_1 + w_2) + (az_1 + z_2) in W + Z, tag{10}$



      uniquely; it follows that



      $Tv = T(av_1 + v_2) = aw_1 + w_2 = aTv_1 + Tv_2, tag{11}$



      establishing the linearity of $T$.



      We compute



      $T^2(w + z) = T(T(w + z)) = Tw = T(w + z), tag{12}$



      whence



      $T^2 = T. tag{13}$



      (ii) $Longrightarrow$ (i):



      $T^2 = T Longrightarrow T(T - I) = T^2 - T = 0; tag{14}$



      set



      $W = T(V); tag{15}$



      then, via (14):



      $w in W Longrightarrow exists v in V, ; w = Tv; ; Tw = T^2v = Tv = w; tag{16}$



      we see that $T$ fixes $w$ pointwise; it acts as the identity on the subspace $W$. We may also set



      $Z = (I - T)V; tag{17}$



      then, again by (14),



      $z in Z Longrightarrow exists v in V, z = (I - T)v; ; Tz = T(I -T)v = 0 Longrightarrow z in ker T; tag{18}$



      likewise,



      $z in ker T Longrightarrow Tz = 0 Longrightarrow z = Iz - Tz = (I - T)z Longrightarrow z in (I - T)V = Z; tag{19}$



      thus,



      $Z = ker T; tag{20}$



      now if



      $y in Z cap W, tag{21}$



      we have



      $y = Tv, ; v in V; tag{22}$



      $Ty = 0; tag{23}$



      therefore, again invoking (14),



      $y = Tv = T^2v = T(Tv) = Ty = 0; tag{24}$



      we have then shown that



      $Z cap W = {0}; tag{25}$



      finally, for $v in V$,



      $v = Iv - Tv + Tv = (I - T)v + Tv in Z + W; tag{26}$



      (25) and (26) show that



      $V = W oplus Z; tag{27}$



      (16) and (20) show that $T$ is a projection onto $W$ "along $Z$". Thus we have (ii) $Longrightarrow$ (i).






      share|cite|improve this answer

























        up vote
        1
        down vote



        accepted







        up vote
        1
        down vote



        accepted






        (i) $Longrightarrow$ (ii):



        $V = W oplus Z; tag 1$



        by definition means that



        $V = W + Z, ; W cap Z = {0}; tag 2$



        we note that the decomposition of any $v in V$ into



        $v = w + z, ; w in W, ; z in Z, tag 3$



        is unique, for if



        $w_1 + z_1 = w_2 + z_2, tag 4$



        then



        $W ni w_1 - w_2 = z_2 - z_1 in Z; tag 5$



        thus,



        $w_1 - w_2 = 0 = z_2 - z_1 Longrightarrow w_1 = w_2, ; z_1 = z_2 tag 6$



        as claimed; therefore, since $w$ is unambiguously determined by $v$, we may define a function



        $T:V to W, ; T(v) = T(w + z) = w; tag 7$



        we investigate the linearity of $T$: if



        $v = av_1 + v_2, tag 8$



        we may uniquely write



        $v_1 = w_1 + z_1, ; v_2 = w_2 + z_2, tag 9$



        whence



        $v = a(w_1 + z_1) + w_2 + z_2 = (aw_1 + w_2) + (az_1 + z_2) in W + Z, tag{10}$



        uniquely; it follows that



        $Tv = T(av_1 + v_2) = aw_1 + w_2 = aTv_1 + Tv_2, tag{11}$



        establishing the linearity of $T$.



        We compute



        $T^2(w + z) = T(T(w + z)) = Tw = T(w + z), tag{12}$



        whence



        $T^2 = T. tag{13}$



        (ii) $Longrightarrow$ (i):



        $T^2 = T Longrightarrow T(T - I) = T^2 - T = 0; tag{14}$



        set



        $W = T(V); tag{15}$



        then, via (14):



        $w in W Longrightarrow exists v in V, ; w = Tv; ; Tw = T^2v = Tv = w; tag{16}$



        we see that $T$ fixes $w$ pointwise; it acts as the identity on the subspace $W$. We may also set



        $Z = (I - T)V; tag{17}$



        then, again by (14),



        $z in Z Longrightarrow exists v in V, z = (I - T)v; ; Tz = T(I -T)v = 0 Longrightarrow z in ker T; tag{18}$



        likewise,



        $z in ker T Longrightarrow Tz = 0 Longrightarrow z = Iz - Tz = (I - T)z Longrightarrow z in (I - T)V = Z; tag{19}$



        thus,



        $Z = ker T; tag{20}$



        now if



        $y in Z cap W, tag{21}$



        we have



        $y = Tv, ; v in V; tag{22}$



        $Ty = 0; tag{23}$



        therefore, again invoking (14),



        $y = Tv = T^2v = T(Tv) = Ty = 0; tag{24}$



        we have then shown that



        $Z cap W = {0}; tag{25}$



        finally, for $v in V$,



        $v = Iv - Tv + Tv = (I - T)v + Tv in Z + W; tag{26}$



        (25) and (26) show that



        $V = W oplus Z; tag{27}$



        (16) and (20) show that $T$ is a projection onto $W$ "along $Z$". Thus we have (ii) $Longrightarrow$ (i).






        share|cite|improve this answer














        (i) $Longrightarrow$ (ii):



        $V = W oplus Z; tag 1$



        by definition means that



        $V = W + Z, ; W cap Z = {0}; tag 2$



        we note that the decomposition of any $v in V$ into



        $v = w + z, ; w in W, ; z in Z, tag 3$



        is unique, for if



        $w_1 + z_1 = w_2 + z_2, tag 4$



        then



        $W ni w_1 - w_2 = z_2 - z_1 in Z; tag 5$



        thus,



        $w_1 - w_2 = 0 = z_2 - z_1 Longrightarrow w_1 = w_2, ; z_1 = z_2 tag 6$



        as claimed; therefore, since $w$ is unambiguously determined by $v$, we may define a function



        $T:V to W, ; T(v) = T(w + z) = w; tag 7$



        we investigate the linearity of $T$: if



        $v = av_1 + v_2, tag 8$



        we may uniquely write



        $v_1 = w_1 + z_1, ; v_2 = w_2 + z_2, tag 9$



        whence



        $v = a(w_1 + z_1) + w_2 + z_2 = (aw_1 + w_2) + (az_1 + z_2) in W + Z, tag{10}$



        uniquely; it follows that



        $Tv = T(av_1 + v_2) = aw_1 + w_2 = aTv_1 + Tv_2, tag{11}$



        establishing the linearity of $T$.



        We compute



        $T^2(w + z) = T(T(w + z)) = Tw = T(w + z), tag{12}$



        whence



        $T^2 = T. tag{13}$



        (ii) $Longrightarrow$ (i):



        $T^2 = T Longrightarrow T(T - I) = T^2 - T = 0; tag{14}$



        set



        $W = T(V); tag{15}$



        then, via (14):



        $w in W Longrightarrow exists v in V, ; w = Tv; ; Tw = T^2v = Tv = w; tag{16}$



        we see that $T$ fixes $w$ pointwise; it acts as the identity on the subspace $W$. We may also set



        $Z = (I - T)V; tag{17}$



        then, again by (14),



        $z in Z Longrightarrow exists v in V, z = (I - T)v; ; Tz = T(I -T)v = 0 Longrightarrow z in ker T; tag{18}$



        likewise,



        $z in ker T Longrightarrow Tz = 0 Longrightarrow z = Iz - Tz = (I - T)z Longrightarrow z in (I - T)V = Z; tag{19}$



        thus,



        $Z = ker T; tag{20}$



        now if



        $y in Z cap W, tag{21}$



        we have



        $y = Tv, ; v in V; tag{22}$



        $Ty = 0; tag{23}$



        therefore, again invoking (14),



        $y = Tv = T^2v = T(Tv) = Ty = 0; tag{24}$



        we have then shown that



        $Z cap W = {0}; tag{25}$



        finally, for $v in V$,



        $v = Iv - Tv + Tv = (I - T)v + Tv in Z + W; tag{26}$



        (25) and (26) show that



        $V = W oplus Z; tag{27}$



        (16) and (20) show that $T$ is a projection onto $W$ "along $Z$". Thus we have (ii) $Longrightarrow$ (i).







        share|cite|improve this answer














        share|cite|improve this answer



        share|cite|improve this answer








        edited Nov 17 at 23:10

























        answered Nov 17 at 20:40









        Robert Lewis

        42k22760




        42k22760






















            up vote
            1
            down vote













            The implication (i) $Rightarrow$ (ii) follows from the definition.



            The implication (ii) $Rightarrow$ (i) is not hard to verify once you know that $W=operatorname{im}T$ and $Z=operatorname{ker}T$.






            share|cite|improve this answer





















            • what is im T?..
              – DORCT
              Nov 16 at 23:31










            • The image of $T$. You could also write it as $T(V)$.
              – Servaes
              Nov 16 at 23:31















            up vote
            1
            down vote













            The implication (i) $Rightarrow$ (ii) follows from the definition.



            The implication (ii) $Rightarrow$ (i) is not hard to verify once you know that $W=operatorname{im}T$ and $Z=operatorname{ker}T$.






            share|cite|improve this answer





















            • what is im T?..
              – DORCT
              Nov 16 at 23:31










            • The image of $T$. You could also write it as $T(V)$.
              – Servaes
              Nov 16 at 23:31













            up vote
            1
            down vote










            up vote
            1
            down vote









            The implication (i) $Rightarrow$ (ii) follows from the definition.



            The implication (ii) $Rightarrow$ (i) is not hard to verify once you know that $W=operatorname{im}T$ and $Z=operatorname{ker}T$.






            share|cite|improve this answer












            The implication (i) $Rightarrow$ (ii) follows from the definition.



            The implication (ii) $Rightarrow$ (i) is not hard to verify once you know that $W=operatorname{im}T$ and $Z=operatorname{ker}T$.







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered Nov 16 at 23:17









            Servaes

            21.5k33792




            21.5k33792












            • what is im T?..
              – DORCT
              Nov 16 at 23:31










            • The image of $T$. You could also write it as $T(V)$.
              – Servaes
              Nov 16 at 23:31


















            • what is im T?..
              – DORCT
              Nov 16 at 23:31










            • The image of $T$. You could also write it as $T(V)$.
              – Servaes
              Nov 16 at 23:31
















            what is im T?..
            – DORCT
            Nov 16 at 23:31




            what is im T?..
            – DORCT
            Nov 16 at 23:31












            The image of $T$. You could also write it as $T(V)$.
            – Servaes
            Nov 16 at 23:31




            The image of $T$. You could also write it as $T(V)$.
            – Servaes
            Nov 16 at 23:31


















            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.





            Some of your past answers have not been well-received, and you're in danger of being blocked from answering.


            Please pay close attention to the following guidance:


            • 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.


            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%2f3001696%2fthere-exists-a-direct-sum-decomposition-v-w%25e2%258a%2595z-into-two-subspaces-with-t-the-pro%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

            Plaza Victoria

            In PowerPoint, is there a keyboard shortcut for bulleted / numbered list?

            How to put 3 figures in Latex with 2 figures side by side and 1 below these side by side images but in...