Integration Representation of Bounded Bilinear Functional on $L_2([0,1])$












4












$begingroup$


Suppose $B(f,g)$ is a bilinear functional on $L_2([0,1])$, satisfying $|B(f,g)|leq M |f|_2|g|_2$ for some $M>0$. My question is whether there always exists a function $xi_B(x,y)$ (Maybe essentially bounded?) such that
$$B(f,g) = int_{[0,1]^{otimes2}}xi_B(x,y)f(x)g(y)dxdy.$$



One possible idea to prove it is to use Riesz Representation theorem first and have
$B(f,g) = <tau_B f,g>$, where $tau_B$ is a bounded linear operator from $L_2([0,1])$ to $L_2([0,1])$ and then there might be some results for an integration representation of $tau_B$. But I am not sure where can I find results about it.



P.S.: In my research, $B(f,g)$ is also symmetric, i.e. $B(f,g)=B(g,f)$, or, as a result, $tau_B$ is self-adjoint. It will also be good if you can help me proving integration representation with this extra condition. I don't think it will be very useful though.










share|cite|improve this question









$endgroup$












  • $begingroup$
    Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
    $endgroup$
    – Jinqi Shen
    Dec 14 '18 at 17:15
















4












$begingroup$


Suppose $B(f,g)$ is a bilinear functional on $L_2([0,1])$, satisfying $|B(f,g)|leq M |f|_2|g|_2$ for some $M>0$. My question is whether there always exists a function $xi_B(x,y)$ (Maybe essentially bounded?) such that
$$B(f,g) = int_{[0,1]^{otimes2}}xi_B(x,y)f(x)g(y)dxdy.$$



One possible idea to prove it is to use Riesz Representation theorem first and have
$B(f,g) = <tau_B f,g>$, where $tau_B$ is a bounded linear operator from $L_2([0,1])$ to $L_2([0,1])$ and then there might be some results for an integration representation of $tau_B$. But I am not sure where can I find results about it.



P.S.: In my research, $B(f,g)$ is also symmetric, i.e. $B(f,g)=B(g,f)$, or, as a result, $tau_B$ is self-adjoint. It will also be good if you can help me proving integration representation with this extra condition. I don't think it will be very useful though.










share|cite|improve this question









$endgroup$












  • $begingroup$
    Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
    $endgroup$
    – Jinqi Shen
    Dec 14 '18 at 17:15














4












4








4


1



$begingroup$


Suppose $B(f,g)$ is a bilinear functional on $L_2([0,1])$, satisfying $|B(f,g)|leq M |f|_2|g|_2$ for some $M>0$. My question is whether there always exists a function $xi_B(x,y)$ (Maybe essentially bounded?) such that
$$B(f,g) = int_{[0,1]^{otimes2}}xi_B(x,y)f(x)g(y)dxdy.$$



One possible idea to prove it is to use Riesz Representation theorem first and have
$B(f,g) = <tau_B f,g>$, where $tau_B$ is a bounded linear operator from $L_2([0,1])$ to $L_2([0,1])$ and then there might be some results for an integration representation of $tau_B$. But I am not sure where can I find results about it.



P.S.: In my research, $B(f,g)$ is also symmetric, i.e. $B(f,g)=B(g,f)$, or, as a result, $tau_B$ is self-adjoint. It will also be good if you can help me proving integration representation with this extra condition. I don't think it will be very useful though.










share|cite|improve this question









$endgroup$




Suppose $B(f,g)$ is a bilinear functional on $L_2([0,1])$, satisfying $|B(f,g)|leq M |f|_2|g|_2$ for some $M>0$. My question is whether there always exists a function $xi_B(x,y)$ (Maybe essentially bounded?) such that
$$B(f,g) = int_{[0,1]^{otimes2}}xi_B(x,y)f(x)g(y)dxdy.$$



One possible idea to prove it is to use Riesz Representation theorem first and have
$B(f,g) = <tau_B f,g>$, where $tau_B$ is a bounded linear operator from $L_2([0,1])$ to $L_2([0,1])$ and then there might be some results for an integration representation of $tau_B$. But I am not sure where can I find results about it.



P.S.: In my research, $B(f,g)$ is also symmetric, i.e. $B(f,g)=B(g,f)$, or, as a result, $tau_B$ is self-adjoint. It will also be good if you can help me proving integration representation with this extra condition. I don't think it will be very useful though.







real-analysis functional-analysis operator-theory






share|cite|improve this question













share|cite|improve this question











share|cite|improve this question




share|cite|improve this question










asked Dec 13 '18 at 22:41









Jinqi ShenJinqi Shen

687




687












  • $begingroup$
    Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
    $endgroup$
    – Jinqi Shen
    Dec 14 '18 at 17:15


















  • $begingroup$
    Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
    $endgroup$
    – Jinqi Shen
    Dec 14 '18 at 17:15
















$begingroup$
Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
$endgroup$
– Jinqi Shen
Dec 14 '18 at 17:15




$begingroup$
Just to clarify, as @Song said, here the $L_2([0,1])$ is a Hilbert space in real.
$endgroup$
– Jinqi Shen
Dec 14 '18 at 17:15










3 Answers
3






active

oldest

votes


















2












$begingroup$

Take $B(f,g)=langle f,grangle$. Then, for all $f,g$,
$$
int_{[0,1]} f(x)g(x),dx=langle f,grangle=int_{[0,1]^{otimes2}}xi (x,y)f(x)g(y)dxdy.
$$

It follows that, for all $g$,
$$
int_0^1xi(x,y),g(y),dy=g(x).
$$

Take in particular $g(x)=1_{[0,c]}$ for some $cin (0,1)$. Then, for all $xin [0,c]$,
$$
int_0^cxi(x,y),dy=int_0^1xi(x,y),1_{[0,c]}(y),dy=1_{[0,c]}(x)=1.
$$

Now, for any $c,din(0,1)$,
$$
int_c^dxi(x,y),dy=int_0^dxi(x,y),dy-int_0^cxi(x,y),dy=1-1=0.
$$

Then Lebesgue differentiation tells us that, for all $x$, $xi(x,y)=0$ a.e. $(y)$.



In summary, $xi_B$ does not exist in general.






share|cite|improve this answer











$endgroup$





















    2












    $begingroup$

    (I will interpret $L_2([0,1])$ as a real Hilbert space since you are assuming $B$ is bilinear, not sesqui-liear.)



    As @Martin Argerami's argument shows, the statement is in general false. However, under the assumption that $tau_B$ is a Hilbert-Schmidt operator, we can find $xi_B in L_2([0,1]times[0,1])$ such that
    $$
    tau_B f(x) = int_{[0,1]} xi_B(x,y)f(y)dy,
    $$
    and
    $$
    B(f,g) = int_{[0,1]times[0,1]} xi_B(x,y)g(x)f(y)dxdy.
    $$
    A Hilbert-Schmidt operator is defined as a bounded linear operator $T$ satisfying
    $$
    lVert TrVert^2_{text{HS}}=sum_{iin I} lVert Tphi_irVert^2 = sum_{i,jin I} |langle Tphi_i, phi_jrangle|^2<infty
    $$
    for some orthonormal basis ${phi_i}_{iin I}$ of $H$. We can show that the above definition does not depend on the choice of ${phi_i}_{iin I}$ because if ${varphi_k}_{kin K}$ is another orthonormal basis, it holds that
    $$begin{eqnarray}
    sum_{iin I} lVert Tphi_irVert^2 &=& sum_{iin I,kin K} |langle Tphi_i, varphi_krangle|^2 \&=& sum_{iin I,kin K} |langle phi_i, T^*varphi_krangle|^2 \&=& sum_{l,kin K} |langle varphi_l, T^*varphi_krangle|^2\&=&sum_{l,kin K} |langle Tvarphi_l, varphi_krangle|^2 \&=& sum_{l in K} lVert Tvarphi_lrVert^2,
    end{eqnarray}$$
    by Parseval's identity. Suppose $T$ is a Hilbert-Schmidt operator such that
    $$
    T: phi_j mapsto sum_{iin I} a_{ij}phi_i,
    $$
    for all $jin I$. Then its Hilbert-Schmidt norm is
    $$
    lVert TrVert^2_{text{HS}}=sum_{jin I} lVert Tphi_jrVert^2 = sum_{i,jin I} |langle Tphi_j, phi_irangle|^2= sum_{i,jin I} |a_{ij}|^2 <infty.
    $$
    Now, let us define $$xi(x,y) = sum_{i,jin I} a_{ij}phi_i(x)overline{phi_j(y)}.$$ Since ${phi_i(x)overline{phi_j(y)}}_{i,jin I}$ forms an orthonormal subset (in fact basis) of $L_2([0,1]times[0,1])$, it follows that $xi in L_2([0,1]times[0,1])$. We can observe that
    $$
    int_{[0,1]} xi(x,y)phi_j(y)dy = sum_{iin I} a_{ij}phi_i(x)=Tphi_j(x),
    $$
    as desired. Finally, for $B$ to admit Hilbert-Schmidt operator $tau_B$, it is sufficient and necessary that
    $$
    lVert tau_BrVert^2_{text{HS}}=sum_{i,jin I} |langle tau_Bphi_i, phi_jrangle|^2 = sum_{i,jin I} |B(phi_i,phi_j)|^2 <infty,
    $$
    which is stronger than the original assumption $$|B(f,g)|leq MlVert frVertlVert grVert.$$






    share|cite|improve this answer









    $endgroup$





















      1












      $begingroup$

      For every $g$ the mapping $fmapsto B(f,g)$ is a bounded linear functional, so by Riesz Representation Theorem there exists a unique $phi_gin L^2$ such that $B(f,g)=langle f,phi_grangle$ for all $f$. Notice that $|phi_g|_2leq M|g|_2$, so $gmapstophi_g$ is bounded and anti-linear and hence continuous.



      Let ${e_n}$ be an orthonormal basis of $L^2$. Then for all $f,gin L^2$ we have
      begin{align}
      B(f,g)
      &=langle f,phi_grangle
      \&=leftlangle f,sumphi_{langle g,e_nrangle e_n}rightrangle
      \&=sumlangle g,e_nranglelangle f,phi_{e_n}rangle
      \&=sumint_0^1g(y)overline{e_n(y)}mbox{ d}yint_0^1f(x)overline{phi_{e_n}(x)}mbox{ d}x
      \&=sumint_{[0,1]^2}overline{phi_{e_n}(x)e_n(y)}f(x)g(y)mbox{ d}xmbox{ d}y
      end{align}

      Hence if we define $E_n(x,y):=overline{phi_{e_n}(x)e_n(y)}$, then if $sum E_n$ converges to some $xi_B$, then this has the desired properties.



      However, I did not find out whether this series converges. Not even for a simple example such as $B(f,g):=langle f,overline{g}rangle=int fg$ with $e_n=e^{2pi incdot}$. Here $phi_{e_n}=e^{-2pi incdot}$. You can verify that, indeed, $B(f,g)$ equals the sum of the integrals. However, I do not know whether $sum E_n$ converges.






      share|cite|improve this answer









      $endgroup$














        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%2f3038681%2fintegration-representation-of-bounded-bilinear-functional-on-l-20-1%23new-answer', 'question_page');
        }
        );

        Post as a guest















        Required, but never shown

























        3 Answers
        3






        active

        oldest

        votes








        3 Answers
        3






        active

        oldest

        votes









        active

        oldest

        votes






        active

        oldest

        votes









        2












        $begingroup$

        Take $B(f,g)=langle f,grangle$. Then, for all $f,g$,
        $$
        int_{[0,1]} f(x)g(x),dx=langle f,grangle=int_{[0,1]^{otimes2}}xi (x,y)f(x)g(y)dxdy.
        $$

        It follows that, for all $g$,
        $$
        int_0^1xi(x,y),g(y),dy=g(x).
        $$

        Take in particular $g(x)=1_{[0,c]}$ for some $cin (0,1)$. Then, for all $xin [0,c]$,
        $$
        int_0^cxi(x,y),dy=int_0^1xi(x,y),1_{[0,c]}(y),dy=1_{[0,c]}(x)=1.
        $$

        Now, for any $c,din(0,1)$,
        $$
        int_c^dxi(x,y),dy=int_0^dxi(x,y),dy-int_0^cxi(x,y),dy=1-1=0.
        $$

        Then Lebesgue differentiation tells us that, for all $x$, $xi(x,y)=0$ a.e. $(y)$.



        In summary, $xi_B$ does not exist in general.






        share|cite|improve this answer











        $endgroup$


















          2












          $begingroup$

          Take $B(f,g)=langle f,grangle$. Then, for all $f,g$,
          $$
          int_{[0,1]} f(x)g(x),dx=langle f,grangle=int_{[0,1]^{otimes2}}xi (x,y)f(x)g(y)dxdy.
          $$

          It follows that, for all $g$,
          $$
          int_0^1xi(x,y),g(y),dy=g(x).
          $$

          Take in particular $g(x)=1_{[0,c]}$ for some $cin (0,1)$. Then, for all $xin [0,c]$,
          $$
          int_0^cxi(x,y),dy=int_0^1xi(x,y),1_{[0,c]}(y),dy=1_{[0,c]}(x)=1.
          $$

          Now, for any $c,din(0,1)$,
          $$
          int_c^dxi(x,y),dy=int_0^dxi(x,y),dy-int_0^cxi(x,y),dy=1-1=0.
          $$

          Then Lebesgue differentiation tells us that, for all $x$, $xi(x,y)=0$ a.e. $(y)$.



          In summary, $xi_B$ does not exist in general.






          share|cite|improve this answer











          $endgroup$
















            2












            2








            2





            $begingroup$

            Take $B(f,g)=langle f,grangle$. Then, for all $f,g$,
            $$
            int_{[0,1]} f(x)g(x),dx=langle f,grangle=int_{[0,1]^{otimes2}}xi (x,y)f(x)g(y)dxdy.
            $$

            It follows that, for all $g$,
            $$
            int_0^1xi(x,y),g(y),dy=g(x).
            $$

            Take in particular $g(x)=1_{[0,c]}$ for some $cin (0,1)$. Then, for all $xin [0,c]$,
            $$
            int_0^cxi(x,y),dy=int_0^1xi(x,y),1_{[0,c]}(y),dy=1_{[0,c]}(x)=1.
            $$

            Now, for any $c,din(0,1)$,
            $$
            int_c^dxi(x,y),dy=int_0^dxi(x,y),dy-int_0^cxi(x,y),dy=1-1=0.
            $$

            Then Lebesgue differentiation tells us that, for all $x$, $xi(x,y)=0$ a.e. $(y)$.



            In summary, $xi_B$ does not exist in general.






            share|cite|improve this answer











            $endgroup$



            Take $B(f,g)=langle f,grangle$. Then, for all $f,g$,
            $$
            int_{[0,1]} f(x)g(x),dx=langle f,grangle=int_{[0,1]^{otimes2}}xi (x,y)f(x)g(y)dxdy.
            $$

            It follows that, for all $g$,
            $$
            int_0^1xi(x,y),g(y),dy=g(x).
            $$

            Take in particular $g(x)=1_{[0,c]}$ for some $cin (0,1)$. Then, for all $xin [0,c]$,
            $$
            int_0^cxi(x,y),dy=int_0^1xi(x,y),1_{[0,c]}(y),dy=1_{[0,c]}(x)=1.
            $$

            Now, for any $c,din(0,1)$,
            $$
            int_c^dxi(x,y),dy=int_0^dxi(x,y),dy-int_0^cxi(x,y),dy=1-1=0.
            $$

            Then Lebesgue differentiation tells us that, for all $x$, $xi(x,y)=0$ a.e. $(y)$.



            In summary, $xi_B$ does not exist in general.







            share|cite|improve this answer














            share|cite|improve this answer



            share|cite|improve this answer








            edited Dec 14 '18 at 3:22

























            answered Dec 14 '18 at 2:43









            Martin ArgeramiMartin Argerami

            129k1184185




            129k1184185























                2












                $begingroup$

                (I will interpret $L_2([0,1])$ as a real Hilbert space since you are assuming $B$ is bilinear, not sesqui-liear.)



                As @Martin Argerami's argument shows, the statement is in general false. However, under the assumption that $tau_B$ is a Hilbert-Schmidt operator, we can find $xi_B in L_2([0,1]times[0,1])$ such that
                $$
                tau_B f(x) = int_{[0,1]} xi_B(x,y)f(y)dy,
                $$
                and
                $$
                B(f,g) = int_{[0,1]times[0,1]} xi_B(x,y)g(x)f(y)dxdy.
                $$
                A Hilbert-Schmidt operator is defined as a bounded linear operator $T$ satisfying
                $$
                lVert TrVert^2_{text{HS}}=sum_{iin I} lVert Tphi_irVert^2 = sum_{i,jin I} |langle Tphi_i, phi_jrangle|^2<infty
                $$
                for some orthonormal basis ${phi_i}_{iin I}$ of $H$. We can show that the above definition does not depend on the choice of ${phi_i}_{iin I}$ because if ${varphi_k}_{kin K}$ is another orthonormal basis, it holds that
                $$begin{eqnarray}
                sum_{iin I} lVert Tphi_irVert^2 &=& sum_{iin I,kin K} |langle Tphi_i, varphi_krangle|^2 \&=& sum_{iin I,kin K} |langle phi_i, T^*varphi_krangle|^2 \&=& sum_{l,kin K} |langle varphi_l, T^*varphi_krangle|^2\&=&sum_{l,kin K} |langle Tvarphi_l, varphi_krangle|^2 \&=& sum_{l in K} lVert Tvarphi_lrVert^2,
                end{eqnarray}$$
                by Parseval's identity. Suppose $T$ is a Hilbert-Schmidt operator such that
                $$
                T: phi_j mapsto sum_{iin I} a_{ij}phi_i,
                $$
                for all $jin I$. Then its Hilbert-Schmidt norm is
                $$
                lVert TrVert^2_{text{HS}}=sum_{jin I} lVert Tphi_jrVert^2 = sum_{i,jin I} |langle Tphi_j, phi_irangle|^2= sum_{i,jin I} |a_{ij}|^2 <infty.
                $$
                Now, let us define $$xi(x,y) = sum_{i,jin I} a_{ij}phi_i(x)overline{phi_j(y)}.$$ Since ${phi_i(x)overline{phi_j(y)}}_{i,jin I}$ forms an orthonormal subset (in fact basis) of $L_2([0,1]times[0,1])$, it follows that $xi in L_2([0,1]times[0,1])$. We can observe that
                $$
                int_{[0,1]} xi(x,y)phi_j(y)dy = sum_{iin I} a_{ij}phi_i(x)=Tphi_j(x),
                $$
                as desired. Finally, for $B$ to admit Hilbert-Schmidt operator $tau_B$, it is sufficient and necessary that
                $$
                lVert tau_BrVert^2_{text{HS}}=sum_{i,jin I} |langle tau_Bphi_i, phi_jrangle|^2 = sum_{i,jin I} |B(phi_i,phi_j)|^2 <infty,
                $$
                which is stronger than the original assumption $$|B(f,g)|leq MlVert frVertlVert grVert.$$






                share|cite|improve this answer









                $endgroup$


















                  2












                  $begingroup$

                  (I will interpret $L_2([0,1])$ as a real Hilbert space since you are assuming $B$ is bilinear, not sesqui-liear.)



                  As @Martin Argerami's argument shows, the statement is in general false. However, under the assumption that $tau_B$ is a Hilbert-Schmidt operator, we can find $xi_B in L_2([0,1]times[0,1])$ such that
                  $$
                  tau_B f(x) = int_{[0,1]} xi_B(x,y)f(y)dy,
                  $$
                  and
                  $$
                  B(f,g) = int_{[0,1]times[0,1]} xi_B(x,y)g(x)f(y)dxdy.
                  $$
                  A Hilbert-Schmidt operator is defined as a bounded linear operator $T$ satisfying
                  $$
                  lVert TrVert^2_{text{HS}}=sum_{iin I} lVert Tphi_irVert^2 = sum_{i,jin I} |langle Tphi_i, phi_jrangle|^2<infty
                  $$
                  for some orthonormal basis ${phi_i}_{iin I}$ of $H$. We can show that the above definition does not depend on the choice of ${phi_i}_{iin I}$ because if ${varphi_k}_{kin K}$ is another orthonormal basis, it holds that
                  $$begin{eqnarray}
                  sum_{iin I} lVert Tphi_irVert^2 &=& sum_{iin I,kin K} |langle Tphi_i, varphi_krangle|^2 \&=& sum_{iin I,kin K} |langle phi_i, T^*varphi_krangle|^2 \&=& sum_{l,kin K} |langle varphi_l, T^*varphi_krangle|^2\&=&sum_{l,kin K} |langle Tvarphi_l, varphi_krangle|^2 \&=& sum_{l in K} lVert Tvarphi_lrVert^2,
                  end{eqnarray}$$
                  by Parseval's identity. Suppose $T$ is a Hilbert-Schmidt operator such that
                  $$
                  T: phi_j mapsto sum_{iin I} a_{ij}phi_i,
                  $$
                  for all $jin I$. Then its Hilbert-Schmidt norm is
                  $$
                  lVert TrVert^2_{text{HS}}=sum_{jin I} lVert Tphi_jrVert^2 = sum_{i,jin I} |langle Tphi_j, phi_irangle|^2= sum_{i,jin I} |a_{ij}|^2 <infty.
                  $$
                  Now, let us define $$xi(x,y) = sum_{i,jin I} a_{ij}phi_i(x)overline{phi_j(y)}.$$ Since ${phi_i(x)overline{phi_j(y)}}_{i,jin I}$ forms an orthonormal subset (in fact basis) of $L_2([0,1]times[0,1])$, it follows that $xi in L_2([0,1]times[0,1])$. We can observe that
                  $$
                  int_{[0,1]} xi(x,y)phi_j(y)dy = sum_{iin I} a_{ij}phi_i(x)=Tphi_j(x),
                  $$
                  as desired. Finally, for $B$ to admit Hilbert-Schmidt operator $tau_B$, it is sufficient and necessary that
                  $$
                  lVert tau_BrVert^2_{text{HS}}=sum_{i,jin I} |langle tau_Bphi_i, phi_jrangle|^2 = sum_{i,jin I} |B(phi_i,phi_j)|^2 <infty,
                  $$
                  which is stronger than the original assumption $$|B(f,g)|leq MlVert frVertlVert grVert.$$






                  share|cite|improve this answer









                  $endgroup$
















                    2












                    2








                    2





                    $begingroup$

                    (I will interpret $L_2([0,1])$ as a real Hilbert space since you are assuming $B$ is bilinear, not sesqui-liear.)



                    As @Martin Argerami's argument shows, the statement is in general false. However, under the assumption that $tau_B$ is a Hilbert-Schmidt operator, we can find $xi_B in L_2([0,1]times[0,1])$ such that
                    $$
                    tau_B f(x) = int_{[0,1]} xi_B(x,y)f(y)dy,
                    $$
                    and
                    $$
                    B(f,g) = int_{[0,1]times[0,1]} xi_B(x,y)g(x)f(y)dxdy.
                    $$
                    A Hilbert-Schmidt operator is defined as a bounded linear operator $T$ satisfying
                    $$
                    lVert TrVert^2_{text{HS}}=sum_{iin I} lVert Tphi_irVert^2 = sum_{i,jin I} |langle Tphi_i, phi_jrangle|^2<infty
                    $$
                    for some orthonormal basis ${phi_i}_{iin I}$ of $H$. We can show that the above definition does not depend on the choice of ${phi_i}_{iin I}$ because if ${varphi_k}_{kin K}$ is another orthonormal basis, it holds that
                    $$begin{eqnarray}
                    sum_{iin I} lVert Tphi_irVert^2 &=& sum_{iin I,kin K} |langle Tphi_i, varphi_krangle|^2 \&=& sum_{iin I,kin K} |langle phi_i, T^*varphi_krangle|^2 \&=& sum_{l,kin K} |langle varphi_l, T^*varphi_krangle|^2\&=&sum_{l,kin K} |langle Tvarphi_l, varphi_krangle|^2 \&=& sum_{l in K} lVert Tvarphi_lrVert^2,
                    end{eqnarray}$$
                    by Parseval's identity. Suppose $T$ is a Hilbert-Schmidt operator such that
                    $$
                    T: phi_j mapsto sum_{iin I} a_{ij}phi_i,
                    $$
                    for all $jin I$. Then its Hilbert-Schmidt norm is
                    $$
                    lVert TrVert^2_{text{HS}}=sum_{jin I} lVert Tphi_jrVert^2 = sum_{i,jin I} |langle Tphi_j, phi_irangle|^2= sum_{i,jin I} |a_{ij}|^2 <infty.
                    $$
                    Now, let us define $$xi(x,y) = sum_{i,jin I} a_{ij}phi_i(x)overline{phi_j(y)}.$$ Since ${phi_i(x)overline{phi_j(y)}}_{i,jin I}$ forms an orthonormal subset (in fact basis) of $L_2([0,1]times[0,1])$, it follows that $xi in L_2([0,1]times[0,1])$. We can observe that
                    $$
                    int_{[0,1]} xi(x,y)phi_j(y)dy = sum_{iin I} a_{ij}phi_i(x)=Tphi_j(x),
                    $$
                    as desired. Finally, for $B$ to admit Hilbert-Schmidt operator $tau_B$, it is sufficient and necessary that
                    $$
                    lVert tau_BrVert^2_{text{HS}}=sum_{i,jin I} |langle tau_Bphi_i, phi_jrangle|^2 = sum_{i,jin I} |B(phi_i,phi_j)|^2 <infty,
                    $$
                    which is stronger than the original assumption $$|B(f,g)|leq MlVert frVertlVert grVert.$$






                    share|cite|improve this answer









                    $endgroup$



                    (I will interpret $L_2([0,1])$ as a real Hilbert space since you are assuming $B$ is bilinear, not sesqui-liear.)



                    As @Martin Argerami's argument shows, the statement is in general false. However, under the assumption that $tau_B$ is a Hilbert-Schmidt operator, we can find $xi_B in L_2([0,1]times[0,1])$ such that
                    $$
                    tau_B f(x) = int_{[0,1]} xi_B(x,y)f(y)dy,
                    $$
                    and
                    $$
                    B(f,g) = int_{[0,1]times[0,1]} xi_B(x,y)g(x)f(y)dxdy.
                    $$
                    A Hilbert-Schmidt operator is defined as a bounded linear operator $T$ satisfying
                    $$
                    lVert TrVert^2_{text{HS}}=sum_{iin I} lVert Tphi_irVert^2 = sum_{i,jin I} |langle Tphi_i, phi_jrangle|^2<infty
                    $$
                    for some orthonormal basis ${phi_i}_{iin I}$ of $H$. We can show that the above definition does not depend on the choice of ${phi_i}_{iin I}$ because if ${varphi_k}_{kin K}$ is another orthonormal basis, it holds that
                    $$begin{eqnarray}
                    sum_{iin I} lVert Tphi_irVert^2 &=& sum_{iin I,kin K} |langle Tphi_i, varphi_krangle|^2 \&=& sum_{iin I,kin K} |langle phi_i, T^*varphi_krangle|^2 \&=& sum_{l,kin K} |langle varphi_l, T^*varphi_krangle|^2\&=&sum_{l,kin K} |langle Tvarphi_l, varphi_krangle|^2 \&=& sum_{l in K} lVert Tvarphi_lrVert^2,
                    end{eqnarray}$$
                    by Parseval's identity. Suppose $T$ is a Hilbert-Schmidt operator such that
                    $$
                    T: phi_j mapsto sum_{iin I} a_{ij}phi_i,
                    $$
                    for all $jin I$. Then its Hilbert-Schmidt norm is
                    $$
                    lVert TrVert^2_{text{HS}}=sum_{jin I} lVert Tphi_jrVert^2 = sum_{i,jin I} |langle Tphi_j, phi_irangle|^2= sum_{i,jin I} |a_{ij}|^2 <infty.
                    $$
                    Now, let us define $$xi(x,y) = sum_{i,jin I} a_{ij}phi_i(x)overline{phi_j(y)}.$$ Since ${phi_i(x)overline{phi_j(y)}}_{i,jin I}$ forms an orthonormal subset (in fact basis) of $L_2([0,1]times[0,1])$, it follows that $xi in L_2([0,1]times[0,1])$. We can observe that
                    $$
                    int_{[0,1]} xi(x,y)phi_j(y)dy = sum_{iin I} a_{ij}phi_i(x)=Tphi_j(x),
                    $$
                    as desired. Finally, for $B$ to admit Hilbert-Schmidt operator $tau_B$, it is sufficient and necessary that
                    $$
                    lVert tau_BrVert^2_{text{HS}}=sum_{i,jin I} |langle tau_Bphi_i, phi_jrangle|^2 = sum_{i,jin I} |B(phi_i,phi_j)|^2 <infty,
                    $$
                    which is stronger than the original assumption $$|B(f,g)|leq MlVert frVertlVert grVert.$$







                    share|cite|improve this answer












                    share|cite|improve this answer



                    share|cite|improve this answer










                    answered Dec 14 '18 at 5:28









                    SongSong

                    18.6k21651




                    18.6k21651























                        1












                        $begingroup$

                        For every $g$ the mapping $fmapsto B(f,g)$ is a bounded linear functional, so by Riesz Representation Theorem there exists a unique $phi_gin L^2$ such that $B(f,g)=langle f,phi_grangle$ for all $f$. Notice that $|phi_g|_2leq M|g|_2$, so $gmapstophi_g$ is bounded and anti-linear and hence continuous.



                        Let ${e_n}$ be an orthonormal basis of $L^2$. Then for all $f,gin L^2$ we have
                        begin{align}
                        B(f,g)
                        &=langle f,phi_grangle
                        \&=leftlangle f,sumphi_{langle g,e_nrangle e_n}rightrangle
                        \&=sumlangle g,e_nranglelangle f,phi_{e_n}rangle
                        \&=sumint_0^1g(y)overline{e_n(y)}mbox{ d}yint_0^1f(x)overline{phi_{e_n}(x)}mbox{ d}x
                        \&=sumint_{[0,1]^2}overline{phi_{e_n}(x)e_n(y)}f(x)g(y)mbox{ d}xmbox{ d}y
                        end{align}

                        Hence if we define $E_n(x,y):=overline{phi_{e_n}(x)e_n(y)}$, then if $sum E_n$ converges to some $xi_B$, then this has the desired properties.



                        However, I did not find out whether this series converges. Not even for a simple example such as $B(f,g):=langle f,overline{g}rangle=int fg$ with $e_n=e^{2pi incdot}$. Here $phi_{e_n}=e^{-2pi incdot}$. You can verify that, indeed, $B(f,g)$ equals the sum of the integrals. However, I do not know whether $sum E_n$ converges.






                        share|cite|improve this answer









                        $endgroup$


















                          1












                          $begingroup$

                          For every $g$ the mapping $fmapsto B(f,g)$ is a bounded linear functional, so by Riesz Representation Theorem there exists a unique $phi_gin L^2$ such that $B(f,g)=langle f,phi_grangle$ for all $f$. Notice that $|phi_g|_2leq M|g|_2$, so $gmapstophi_g$ is bounded and anti-linear and hence continuous.



                          Let ${e_n}$ be an orthonormal basis of $L^2$. Then for all $f,gin L^2$ we have
                          begin{align}
                          B(f,g)
                          &=langle f,phi_grangle
                          \&=leftlangle f,sumphi_{langle g,e_nrangle e_n}rightrangle
                          \&=sumlangle g,e_nranglelangle f,phi_{e_n}rangle
                          \&=sumint_0^1g(y)overline{e_n(y)}mbox{ d}yint_0^1f(x)overline{phi_{e_n}(x)}mbox{ d}x
                          \&=sumint_{[0,1]^2}overline{phi_{e_n}(x)e_n(y)}f(x)g(y)mbox{ d}xmbox{ d}y
                          end{align}

                          Hence if we define $E_n(x,y):=overline{phi_{e_n}(x)e_n(y)}$, then if $sum E_n$ converges to some $xi_B$, then this has the desired properties.



                          However, I did not find out whether this series converges. Not even for a simple example such as $B(f,g):=langle f,overline{g}rangle=int fg$ with $e_n=e^{2pi incdot}$. Here $phi_{e_n}=e^{-2pi incdot}$. You can verify that, indeed, $B(f,g)$ equals the sum of the integrals. However, I do not know whether $sum E_n$ converges.






                          share|cite|improve this answer









                          $endgroup$
















                            1












                            1








                            1





                            $begingroup$

                            For every $g$ the mapping $fmapsto B(f,g)$ is a bounded linear functional, so by Riesz Representation Theorem there exists a unique $phi_gin L^2$ such that $B(f,g)=langle f,phi_grangle$ for all $f$. Notice that $|phi_g|_2leq M|g|_2$, so $gmapstophi_g$ is bounded and anti-linear and hence continuous.



                            Let ${e_n}$ be an orthonormal basis of $L^2$. Then for all $f,gin L^2$ we have
                            begin{align}
                            B(f,g)
                            &=langle f,phi_grangle
                            \&=leftlangle f,sumphi_{langle g,e_nrangle e_n}rightrangle
                            \&=sumlangle g,e_nranglelangle f,phi_{e_n}rangle
                            \&=sumint_0^1g(y)overline{e_n(y)}mbox{ d}yint_0^1f(x)overline{phi_{e_n}(x)}mbox{ d}x
                            \&=sumint_{[0,1]^2}overline{phi_{e_n}(x)e_n(y)}f(x)g(y)mbox{ d}xmbox{ d}y
                            end{align}

                            Hence if we define $E_n(x,y):=overline{phi_{e_n}(x)e_n(y)}$, then if $sum E_n$ converges to some $xi_B$, then this has the desired properties.



                            However, I did not find out whether this series converges. Not even for a simple example such as $B(f,g):=langle f,overline{g}rangle=int fg$ with $e_n=e^{2pi incdot}$. Here $phi_{e_n}=e^{-2pi incdot}$. You can verify that, indeed, $B(f,g)$ equals the sum of the integrals. However, I do not know whether $sum E_n$ converges.






                            share|cite|improve this answer









                            $endgroup$



                            For every $g$ the mapping $fmapsto B(f,g)$ is a bounded linear functional, so by Riesz Representation Theorem there exists a unique $phi_gin L^2$ such that $B(f,g)=langle f,phi_grangle$ for all $f$. Notice that $|phi_g|_2leq M|g|_2$, so $gmapstophi_g$ is bounded and anti-linear and hence continuous.



                            Let ${e_n}$ be an orthonormal basis of $L^2$. Then for all $f,gin L^2$ we have
                            begin{align}
                            B(f,g)
                            &=langle f,phi_grangle
                            \&=leftlangle f,sumphi_{langle g,e_nrangle e_n}rightrangle
                            \&=sumlangle g,e_nranglelangle f,phi_{e_n}rangle
                            \&=sumint_0^1g(y)overline{e_n(y)}mbox{ d}yint_0^1f(x)overline{phi_{e_n}(x)}mbox{ d}x
                            \&=sumint_{[0,1]^2}overline{phi_{e_n}(x)e_n(y)}f(x)g(y)mbox{ d}xmbox{ d}y
                            end{align}

                            Hence if we define $E_n(x,y):=overline{phi_{e_n}(x)e_n(y)}$, then if $sum E_n$ converges to some $xi_B$, then this has the desired properties.



                            However, I did not find out whether this series converges. Not even for a simple example such as $B(f,g):=langle f,overline{g}rangle=int fg$ with $e_n=e^{2pi incdot}$. Here $phi_{e_n}=e^{-2pi incdot}$. You can verify that, indeed, $B(f,g)$ equals the sum of the integrals. However, I do not know whether $sum E_n$ converges.







                            share|cite|improve this answer












                            share|cite|improve this answer



                            share|cite|improve this answer










                            answered Dec 14 '18 at 1:38









                            SmileyCraftSmileyCraft

                            3,776519




                            3,776519






























                                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%2f3038681%2fintegration-representation-of-bounded-bilinear-functional-on-l-20-1%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

                                mysqli_query(): Empty query in /home/lucindabrummitt/public_html/blog/wp-includes/wp-db.php on line 1924

                                How to change which sound is reproduced for terminal bell?

                                Can I use Tabulator js library in my java Spring + Thymeleaf project?