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.










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$endgroup$












  • $begingroup$
    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






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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






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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.






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$endgroup$





















    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 $$|B(f,g)|leq MlVert frVertlVert grVert.$$






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      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.






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        3 Answers
        3






        active

        oldest

        votes








        3 Answers
        3






        active

        oldest

        votes









        active

        oldest

        votes






        active

        oldest

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        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






























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