Prove $Tx=x$, for $xin H$, if and only if $(Tx,x)=|x|^2$ and $ker(I-T)=ker(I-T^*)$












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$begingroup$



Let $H$ be a complex Hilbert space and $T:Hrightarrow H$ an operation such that $|T|leq 1$. Show that





  1. $Tx=x$ if and only if $(Tx,x)=|x|^2$


  2. $ker(I-T)=ker(I-T^*)$.




My attempt

1. $(Tx,x)=(x,x)=|x|^2$ if $Tx=x$. Conversely, WTS $|Tx-x|=0$ $forall xin H$.



We get $|Tx-x|=(Tx-x,Tx-x)=|Tx|^2-(x,Tx)$. But $|T|leq 1$ has not been used.



Please how do I proceed?










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$endgroup$

















    0












    $begingroup$



    Let $H$ be a complex Hilbert space and $T:Hrightarrow H$ an operation such that $|T|leq 1$. Show that





    1. $Tx=x$ if and only if $(Tx,x)=|x|^2$


    2. $ker(I-T)=ker(I-T^*)$.




    My attempt

    1. $(Tx,x)=(x,x)=|x|^2$ if $Tx=x$. Conversely, WTS $|Tx-x|=0$ $forall xin H$.



    We get $|Tx-x|=(Tx-x,Tx-x)=|Tx|^2-(x,Tx)$. But $|T|leq 1$ has not been used.



    Please how do I proceed?










    share|cite|improve this question











    $endgroup$















      0












      0








      0





      $begingroup$



      Let $H$ be a complex Hilbert space and $T:Hrightarrow H$ an operation such that $|T|leq 1$. Show that





      1. $Tx=x$ if and only if $(Tx,x)=|x|^2$


      2. $ker(I-T)=ker(I-T^*)$.




      My attempt

      1. $(Tx,x)=(x,x)=|x|^2$ if $Tx=x$. Conversely, WTS $|Tx-x|=0$ $forall xin H$.



      We get $|Tx-x|=(Tx-x,Tx-x)=|Tx|^2-(x,Tx)$. But $|T|leq 1$ has not been used.



      Please how do I proceed?










      share|cite|improve this question











      $endgroup$





      Let $H$ be a complex Hilbert space and $T:Hrightarrow H$ an operation such that $|T|leq 1$. Show that





      1. $Tx=x$ if and only if $(Tx,x)=|x|^2$


      2. $ker(I-T)=ker(I-T^*)$.




      My attempt

      1. $(Tx,x)=(x,x)=|x|^2$ if $Tx=x$. Conversely, WTS $|Tx-x|=0$ $forall xin H$.



      We get $|Tx-x|=(Tx-x,Tx-x)=|Tx|^2-(x,Tx)$. But $|T|leq 1$ has not been used.



      Please how do I proceed?







      linear-algebra functional-analysis operator-theory hilbert-spaces adjoint-operators






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      edited Jan 6 at 16:36







      Muhammad Mubarak

















      asked Jan 6 at 15:17









      Muhammad MubarakMuhammad Mubarak

      9810




      9810






















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          $begingroup$

          For the first point, first off since $left langle Tx,xrightrangle=|x|^2$ you also have $left langle x,Txrightrangle = overline{|x|^2}=|x|^2$. Thus
          $$0 leqleftlangle Tx-x,Tx-xrightrangle =|Tx|^2+|x|^2-leftlangle Tx, xrightrangle-leftlangle x,Txrightrangle= |Tx|^2-|x|^2 $$
          Since $|T|leq 1$,
          $$0 leq |Tx|^2-|x|^2 leq |x|^2-|x|^2=0 $$
          and hence $Tx=x$.



          For the second point, using the first point
          begin{align*}xin ker(I-T)iff Tx=x iff left langle Tx,xrightrangle =|x|^2end{align*}



          Now observe that if $|T|leq 1$ then also $|T^*|leq 1$. Indeed,
          begin{align*}|T^*|&=sup_{xneq 0}frac{|T^*x|}{|x|}=sup_{xneq 0}frac{leftlangle T^*x,T^*xrightrangle^{1/2}}{|x|}=sup_{xneq 0}frac{leftlangle TT^*x,xrightrangle^{1/2}}{|x|}leq sup_{xneq 0}frac{|TT^*x|^{1/2}}{|x|^{1/2}}leq\
          &leqsup_{xneq 0}frac{|T^*x|^{1/2}}{|x|^{1/2}}=|T^*|^{1/2}end{align*}

          i.e. $|T^*|leq |T^*|^{1/2}$ and thus $|T^*|leq 1$ (remark: this argument can be easily extended to prove that in general $|T|=|T^*|$ for any bounded linear operator $T$).



          Therefore the first point may be applied to $T^*$, too.



          begin{align*}
          xin ker (I-T^*)iff T^*x=xiff left langle T^*x,xrightrangle = |x|^2iff left langle x,Txrightrangle =|x|^2
          end{align*}

          But $left langle Tx,xrightrangle =|x|^2 $ implies $left langle x, Txrightrangle = left langle Tx,xrightrangle =|x|^2$, as shown above, and viceversa, thus the equivalence is proved.






          share|cite|improve this answer











          $endgroup$














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            $begingroup$

            For the first point, first off since $left langle Tx,xrightrangle=|x|^2$ you also have $left langle x,Txrightrangle = overline{|x|^2}=|x|^2$. Thus
            $$0 leqleftlangle Tx-x,Tx-xrightrangle =|Tx|^2+|x|^2-leftlangle Tx, xrightrangle-leftlangle x,Txrightrangle= |Tx|^2-|x|^2 $$
            Since $|T|leq 1$,
            $$0 leq |Tx|^2-|x|^2 leq |x|^2-|x|^2=0 $$
            and hence $Tx=x$.



            For the second point, using the first point
            begin{align*}xin ker(I-T)iff Tx=x iff left langle Tx,xrightrangle =|x|^2end{align*}



            Now observe that if $|T|leq 1$ then also $|T^*|leq 1$. Indeed,
            begin{align*}|T^*|&=sup_{xneq 0}frac{|T^*x|}{|x|}=sup_{xneq 0}frac{leftlangle T^*x,T^*xrightrangle^{1/2}}{|x|}=sup_{xneq 0}frac{leftlangle TT^*x,xrightrangle^{1/2}}{|x|}leq sup_{xneq 0}frac{|TT^*x|^{1/2}}{|x|^{1/2}}leq\
            &leqsup_{xneq 0}frac{|T^*x|^{1/2}}{|x|^{1/2}}=|T^*|^{1/2}end{align*}

            i.e. $|T^*|leq |T^*|^{1/2}$ and thus $|T^*|leq 1$ (remark: this argument can be easily extended to prove that in general $|T|=|T^*|$ for any bounded linear operator $T$).



            Therefore the first point may be applied to $T^*$, too.



            begin{align*}
            xin ker (I-T^*)iff T^*x=xiff left langle T^*x,xrightrangle = |x|^2iff left langle x,Txrightrangle =|x|^2
            end{align*}

            But $left langle Tx,xrightrangle =|x|^2 $ implies $left langle x, Txrightrangle = left langle Tx,xrightrangle =|x|^2$, as shown above, and viceversa, thus the equivalence is proved.






            share|cite|improve this answer











            $endgroup$


















              2












              $begingroup$

              For the first point, first off since $left langle Tx,xrightrangle=|x|^2$ you also have $left langle x,Txrightrangle = overline{|x|^2}=|x|^2$. Thus
              $$0 leqleftlangle Tx-x,Tx-xrightrangle =|Tx|^2+|x|^2-leftlangle Tx, xrightrangle-leftlangle x,Txrightrangle= |Tx|^2-|x|^2 $$
              Since $|T|leq 1$,
              $$0 leq |Tx|^2-|x|^2 leq |x|^2-|x|^2=0 $$
              and hence $Tx=x$.



              For the second point, using the first point
              begin{align*}xin ker(I-T)iff Tx=x iff left langle Tx,xrightrangle =|x|^2end{align*}



              Now observe that if $|T|leq 1$ then also $|T^*|leq 1$. Indeed,
              begin{align*}|T^*|&=sup_{xneq 0}frac{|T^*x|}{|x|}=sup_{xneq 0}frac{leftlangle T^*x,T^*xrightrangle^{1/2}}{|x|}=sup_{xneq 0}frac{leftlangle TT^*x,xrightrangle^{1/2}}{|x|}leq sup_{xneq 0}frac{|TT^*x|^{1/2}}{|x|^{1/2}}leq\
              &leqsup_{xneq 0}frac{|T^*x|^{1/2}}{|x|^{1/2}}=|T^*|^{1/2}end{align*}

              i.e. $|T^*|leq |T^*|^{1/2}$ and thus $|T^*|leq 1$ (remark: this argument can be easily extended to prove that in general $|T|=|T^*|$ for any bounded linear operator $T$).



              Therefore the first point may be applied to $T^*$, too.



              begin{align*}
              xin ker (I-T^*)iff T^*x=xiff left langle T^*x,xrightrangle = |x|^2iff left langle x,Txrightrangle =|x|^2
              end{align*}

              But $left langle Tx,xrightrangle =|x|^2 $ implies $left langle x, Txrightrangle = left langle Tx,xrightrangle =|x|^2$, as shown above, and viceversa, thus the equivalence is proved.






              share|cite|improve this answer











              $endgroup$
















                2












                2








                2





                $begingroup$

                For the first point, first off since $left langle Tx,xrightrangle=|x|^2$ you also have $left langle x,Txrightrangle = overline{|x|^2}=|x|^2$. Thus
                $$0 leqleftlangle Tx-x,Tx-xrightrangle =|Tx|^2+|x|^2-leftlangle Tx, xrightrangle-leftlangle x,Txrightrangle= |Tx|^2-|x|^2 $$
                Since $|T|leq 1$,
                $$0 leq |Tx|^2-|x|^2 leq |x|^2-|x|^2=0 $$
                and hence $Tx=x$.



                For the second point, using the first point
                begin{align*}xin ker(I-T)iff Tx=x iff left langle Tx,xrightrangle =|x|^2end{align*}



                Now observe that if $|T|leq 1$ then also $|T^*|leq 1$. Indeed,
                begin{align*}|T^*|&=sup_{xneq 0}frac{|T^*x|}{|x|}=sup_{xneq 0}frac{leftlangle T^*x,T^*xrightrangle^{1/2}}{|x|}=sup_{xneq 0}frac{leftlangle TT^*x,xrightrangle^{1/2}}{|x|}leq sup_{xneq 0}frac{|TT^*x|^{1/2}}{|x|^{1/2}}leq\
                &leqsup_{xneq 0}frac{|T^*x|^{1/2}}{|x|^{1/2}}=|T^*|^{1/2}end{align*}

                i.e. $|T^*|leq |T^*|^{1/2}$ and thus $|T^*|leq 1$ (remark: this argument can be easily extended to prove that in general $|T|=|T^*|$ for any bounded linear operator $T$).



                Therefore the first point may be applied to $T^*$, too.



                begin{align*}
                xin ker (I-T^*)iff T^*x=xiff left langle T^*x,xrightrangle = |x|^2iff left langle x,Txrightrangle =|x|^2
                end{align*}

                But $left langle Tx,xrightrangle =|x|^2 $ implies $left langle x, Txrightrangle = left langle Tx,xrightrangle =|x|^2$, as shown above, and viceversa, thus the equivalence is proved.






                share|cite|improve this answer











                $endgroup$



                For the first point, first off since $left langle Tx,xrightrangle=|x|^2$ you also have $left langle x,Txrightrangle = overline{|x|^2}=|x|^2$. Thus
                $$0 leqleftlangle Tx-x,Tx-xrightrangle =|Tx|^2+|x|^2-leftlangle Tx, xrightrangle-leftlangle x,Txrightrangle= |Tx|^2-|x|^2 $$
                Since $|T|leq 1$,
                $$0 leq |Tx|^2-|x|^2 leq |x|^2-|x|^2=0 $$
                and hence $Tx=x$.



                For the second point, using the first point
                begin{align*}xin ker(I-T)iff Tx=x iff left langle Tx,xrightrangle =|x|^2end{align*}



                Now observe that if $|T|leq 1$ then also $|T^*|leq 1$. Indeed,
                begin{align*}|T^*|&=sup_{xneq 0}frac{|T^*x|}{|x|}=sup_{xneq 0}frac{leftlangle T^*x,T^*xrightrangle^{1/2}}{|x|}=sup_{xneq 0}frac{leftlangle TT^*x,xrightrangle^{1/2}}{|x|}leq sup_{xneq 0}frac{|TT^*x|^{1/2}}{|x|^{1/2}}leq\
                &leqsup_{xneq 0}frac{|T^*x|^{1/2}}{|x|^{1/2}}=|T^*|^{1/2}end{align*}

                i.e. $|T^*|leq |T^*|^{1/2}$ and thus $|T^*|leq 1$ (remark: this argument can be easily extended to prove that in general $|T|=|T^*|$ for any bounded linear operator $T$).



                Therefore the first point may be applied to $T^*$, too.



                begin{align*}
                xin ker (I-T^*)iff T^*x=xiff left langle T^*x,xrightrangle = |x|^2iff left langle x,Txrightrangle =|x|^2
                end{align*}

                But $left langle Tx,xrightrangle =|x|^2 $ implies $left langle x, Txrightrangle = left langle Tx,xrightrangle =|x|^2$, as shown above, and viceversa, thus the equivalence is proved.







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                edited Jan 6 at 16:18

























                answered Jan 6 at 15:49









                Lorenzo QuarisaLorenzo Quarisa

                3,765623




                3,765623






























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