Compact operators and weak convergence












3












$begingroup$


Let $X$ and $Y$ be Banach spaces.


(a) Let $T in mathcal{L}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
$x_n →x$ weakly, as $n rightarrow infty$ ,implies that $Tx_n rightarrow Tx$ weakly, as $nrightarrow infty$.


(b) Let $T in mathcal{K}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
$x_n →x$ weakly, as $n rightarrow infty$ ,implies that $||Tx_n -Tx|| rightarrow 0$ , as $nrightarrow infty$..


(c) Conversely, if $X$ is reflexive and separable, and $T in mathcal{L}(X,Y)$ satisfies that $∥Tx_n − Tx∥ rightarrow 0$, as $n rightarrow infty$, whenever $(x_n)_{ngeq 1}$ is a sequence in $X$ converging weakly to $x in X$, then $T in mathcal{K}(X, Y )$.



(d) Show that each $T in mathcal{L}(X,l_1(mathbb{N}))$ is compact, whenever $X$ is reflexive and separable.


(e) Let $Y$ be infinite dimensional. Show that no $T in mathcal{K}(X, Y )$ is open.


(f) Show that there is no reflexive separable Banach space $X$ such that $l_1(mathbb{N}) = T(X)$, for some $T in mathcal{L}(X,l_1(mathbb{N}))$.



My attempt:



(a) We have that $x_n rightarrow x$ weakly if and only if $f(x_n) rightarrow f(x)$ weakly for every $ f in X^*$. Now $Tx_n rightarrow Tx$ weakly if and only if $g(Tx_n) rightarrow g(Tx)$ weakly for every $g in Y^*$. But for every $g in Y^*$ we have $gT in X^*$. Therefore $Tx_n rightarrow Tx Leftrightarrow g(Tx_n) rightarrow g(Tx) Leftrightarrow (gT)x_n rightarrow (gT)x Leftrightarrow x_n rightarrow x$ weakly.



b) Since $T$ is compact I know that every sequence is sent to a sequence that has a convergent subsequence, but then I don't know how to proceed.



c) I have a hint for this problem:



Suppose that $T$ is not compact. Show that there exists $delta > 0$ and a sequence $(x_n)_{ngeq 1}$ in the unit ball of $X$ such that $∥Tx_n −Tx_m∥ geq delta$, for all $n neq m$.. Show next that $(x_n)_{ngeq 1}$ has a weakly convergent subsequence.



(d) Now let $(x_n)_{n geq 1}$ be a sequence in $ X$ and $x in X$ such that $ x_n rightarrow x$ weakly, as $n rightarrow infty$. By part (a) since $T in mathcal{L}(X,l_1(mathbb{N}))$ we get $Tx_n rightarrow Tx$ weakly, as $n rightarrow infty$. But weak convergence is the same as norm convergence in $l_1(mathbb{N})$. Therefore $||Tx_n-Tx|| rightarrow 0$, as $n rightarrow infty$. So we can use part $c)$ to deduce that $T in mathcal{K}(X,l_1(mathbb{N}))$, as requested.



(e) I know that if $Y$ is infinite dimensional the unit ball in $Y$ is not compact.



(f) Since $X$ is reflexive and separable, by part (d) we get that $T$ is compact. Suppose now that $l_1(mathbb{N})=T(X)$, i.e. $T$ is surjective. By the Open Mapping Theorem $T$ is open and this contradicts part (e).










share|cite|improve this question









$endgroup$

















    3












    $begingroup$


    Let $X$ and $Y$ be Banach spaces.


    (a) Let $T in mathcal{L}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
    $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $Tx_n rightarrow Tx$ weakly, as $nrightarrow infty$.


    (b) Let $T in mathcal{K}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
    $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $||Tx_n -Tx|| rightarrow 0$ , as $nrightarrow infty$..


    (c) Conversely, if $X$ is reflexive and separable, and $T in mathcal{L}(X,Y)$ satisfies that $∥Tx_n − Tx∥ rightarrow 0$, as $n rightarrow infty$, whenever $(x_n)_{ngeq 1}$ is a sequence in $X$ converging weakly to $x in X$, then $T in mathcal{K}(X, Y )$.



    (d) Show that each $T in mathcal{L}(X,l_1(mathbb{N}))$ is compact, whenever $X$ is reflexive and separable.


    (e) Let $Y$ be infinite dimensional. Show that no $T in mathcal{K}(X, Y )$ is open.


    (f) Show that there is no reflexive separable Banach space $X$ such that $l_1(mathbb{N}) = T(X)$, for some $T in mathcal{L}(X,l_1(mathbb{N}))$.



    My attempt:



    (a) We have that $x_n rightarrow x$ weakly if and only if $f(x_n) rightarrow f(x)$ weakly for every $ f in X^*$. Now $Tx_n rightarrow Tx$ weakly if and only if $g(Tx_n) rightarrow g(Tx)$ weakly for every $g in Y^*$. But for every $g in Y^*$ we have $gT in X^*$. Therefore $Tx_n rightarrow Tx Leftrightarrow g(Tx_n) rightarrow g(Tx) Leftrightarrow (gT)x_n rightarrow (gT)x Leftrightarrow x_n rightarrow x$ weakly.



    b) Since $T$ is compact I know that every sequence is sent to a sequence that has a convergent subsequence, but then I don't know how to proceed.



    c) I have a hint for this problem:



    Suppose that $T$ is not compact. Show that there exists $delta > 0$ and a sequence $(x_n)_{ngeq 1}$ in the unit ball of $X$ such that $∥Tx_n −Tx_m∥ geq delta$, for all $n neq m$.. Show next that $(x_n)_{ngeq 1}$ has a weakly convergent subsequence.



    (d) Now let $(x_n)_{n geq 1}$ be a sequence in $ X$ and $x in X$ such that $ x_n rightarrow x$ weakly, as $n rightarrow infty$. By part (a) since $T in mathcal{L}(X,l_1(mathbb{N}))$ we get $Tx_n rightarrow Tx$ weakly, as $n rightarrow infty$. But weak convergence is the same as norm convergence in $l_1(mathbb{N})$. Therefore $||Tx_n-Tx|| rightarrow 0$, as $n rightarrow infty$. So we can use part $c)$ to deduce that $T in mathcal{K}(X,l_1(mathbb{N}))$, as requested.



    (e) I know that if $Y$ is infinite dimensional the unit ball in $Y$ is not compact.



    (f) Since $X$ is reflexive and separable, by part (d) we get that $T$ is compact. Suppose now that $l_1(mathbb{N})=T(X)$, i.e. $T$ is surjective. By the Open Mapping Theorem $T$ is open and this contradicts part (e).










    share|cite|improve this question









    $endgroup$















      3












      3








      3


      1



      $begingroup$


      Let $X$ and $Y$ be Banach spaces.


      (a) Let $T in mathcal{L}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
      $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $Tx_n rightarrow Tx$ weakly, as $nrightarrow infty$.


      (b) Let $T in mathcal{K}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
      $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $||Tx_n -Tx|| rightarrow 0$ , as $nrightarrow infty$..


      (c) Conversely, if $X$ is reflexive and separable, and $T in mathcal{L}(X,Y)$ satisfies that $∥Tx_n − Tx∥ rightarrow 0$, as $n rightarrow infty$, whenever $(x_n)_{ngeq 1}$ is a sequence in $X$ converging weakly to $x in X$, then $T in mathcal{K}(X, Y )$.



      (d) Show that each $T in mathcal{L}(X,l_1(mathbb{N}))$ is compact, whenever $X$ is reflexive and separable.


      (e) Let $Y$ be infinite dimensional. Show that no $T in mathcal{K}(X, Y )$ is open.


      (f) Show that there is no reflexive separable Banach space $X$ such that $l_1(mathbb{N}) = T(X)$, for some $T in mathcal{L}(X,l_1(mathbb{N}))$.



      My attempt:



      (a) We have that $x_n rightarrow x$ weakly if and only if $f(x_n) rightarrow f(x)$ weakly for every $ f in X^*$. Now $Tx_n rightarrow Tx$ weakly if and only if $g(Tx_n) rightarrow g(Tx)$ weakly for every $g in Y^*$. But for every $g in Y^*$ we have $gT in X^*$. Therefore $Tx_n rightarrow Tx Leftrightarrow g(Tx_n) rightarrow g(Tx) Leftrightarrow (gT)x_n rightarrow (gT)x Leftrightarrow x_n rightarrow x$ weakly.



      b) Since $T$ is compact I know that every sequence is sent to a sequence that has a convergent subsequence, but then I don't know how to proceed.



      c) I have a hint for this problem:



      Suppose that $T$ is not compact. Show that there exists $delta > 0$ and a sequence $(x_n)_{ngeq 1}$ in the unit ball of $X$ such that $∥Tx_n −Tx_m∥ geq delta$, for all $n neq m$.. Show next that $(x_n)_{ngeq 1}$ has a weakly convergent subsequence.



      (d) Now let $(x_n)_{n geq 1}$ be a sequence in $ X$ and $x in X$ such that $ x_n rightarrow x$ weakly, as $n rightarrow infty$. By part (a) since $T in mathcal{L}(X,l_1(mathbb{N}))$ we get $Tx_n rightarrow Tx$ weakly, as $n rightarrow infty$. But weak convergence is the same as norm convergence in $l_1(mathbb{N})$. Therefore $||Tx_n-Tx|| rightarrow 0$, as $n rightarrow infty$. So we can use part $c)$ to deduce that $T in mathcal{K}(X,l_1(mathbb{N}))$, as requested.



      (e) I know that if $Y$ is infinite dimensional the unit ball in $Y$ is not compact.



      (f) Since $X$ is reflexive and separable, by part (d) we get that $T$ is compact. Suppose now that $l_1(mathbb{N})=T(X)$, i.e. $T$ is surjective. By the Open Mapping Theorem $T$ is open and this contradicts part (e).










      share|cite|improve this question









      $endgroup$




      Let $X$ and $Y$ be Banach spaces.


      (a) Let $T in mathcal{L}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
      $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $Tx_n rightarrow Tx$ weakly, as $nrightarrow infty$.


      (b) Let $T in mathcal{K}(X, Y )$. For each sequence $(x_n)_{n geq 1}$ in $X$ and each $x in X$, show that
      $x_n →x$ weakly, as $n rightarrow infty$ ,implies that $||Tx_n -Tx|| rightarrow 0$ , as $nrightarrow infty$..


      (c) Conversely, if $X$ is reflexive and separable, and $T in mathcal{L}(X,Y)$ satisfies that $∥Tx_n − Tx∥ rightarrow 0$, as $n rightarrow infty$, whenever $(x_n)_{ngeq 1}$ is a sequence in $X$ converging weakly to $x in X$, then $T in mathcal{K}(X, Y )$.



      (d) Show that each $T in mathcal{L}(X,l_1(mathbb{N}))$ is compact, whenever $X$ is reflexive and separable.


      (e) Let $Y$ be infinite dimensional. Show that no $T in mathcal{K}(X, Y )$ is open.


      (f) Show that there is no reflexive separable Banach space $X$ such that $l_1(mathbb{N}) = T(X)$, for some $T in mathcal{L}(X,l_1(mathbb{N}))$.



      My attempt:



      (a) We have that $x_n rightarrow x$ weakly if and only if $f(x_n) rightarrow f(x)$ weakly for every $ f in X^*$. Now $Tx_n rightarrow Tx$ weakly if and only if $g(Tx_n) rightarrow g(Tx)$ weakly for every $g in Y^*$. But for every $g in Y^*$ we have $gT in X^*$. Therefore $Tx_n rightarrow Tx Leftrightarrow g(Tx_n) rightarrow g(Tx) Leftrightarrow (gT)x_n rightarrow (gT)x Leftrightarrow x_n rightarrow x$ weakly.



      b) Since $T$ is compact I know that every sequence is sent to a sequence that has a convergent subsequence, but then I don't know how to proceed.



      c) I have a hint for this problem:



      Suppose that $T$ is not compact. Show that there exists $delta > 0$ and a sequence $(x_n)_{ngeq 1}$ in the unit ball of $X$ such that $∥Tx_n −Tx_m∥ geq delta$, for all $n neq m$.. Show next that $(x_n)_{ngeq 1}$ has a weakly convergent subsequence.



      (d) Now let $(x_n)_{n geq 1}$ be a sequence in $ X$ and $x in X$ such that $ x_n rightarrow x$ weakly, as $n rightarrow infty$. By part (a) since $T in mathcal{L}(X,l_1(mathbb{N}))$ we get $Tx_n rightarrow Tx$ weakly, as $n rightarrow infty$. But weak convergence is the same as norm convergence in $l_1(mathbb{N})$. Therefore $||Tx_n-Tx|| rightarrow 0$, as $n rightarrow infty$. So we can use part $c)$ to deduce that $T in mathcal{K}(X,l_1(mathbb{N}))$, as requested.



      (e) I know that if $Y$ is infinite dimensional the unit ball in $Y$ is not compact.



      (f) Since $X$ is reflexive and separable, by part (d) we get that $T$ is compact. Suppose now that $l_1(mathbb{N})=T(X)$, i.e. $T$ is surjective. By the Open Mapping Theorem $T$ is open and this contradicts part (e).







      sequences-and-series functional-analysis banach-spaces weak-convergence compact-operators






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      asked Jan 11 at 11:44









      user289143user289143

      1,000313




      1,000313






















          1 Answer
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          3












          $begingroup$

          (a) Looks good!



          (b) Using this fact and (a), you should be set. If $Tx_n$ fails to converge to $Tx$ in norm, then there must be a subsequence $(Tx_{n_k})_k$ that maintains at least some $varepsilon > 0$ distance from $Tx$. Take a norm-convergent subsequence of this subsequence, and it will be a subsequence that fails to weakly converge to $Tx$ (as it norm-converges to another point). This contradicts (a).



          (c) Not sure where separability comes in here, but if $T$ is not compact, then $T(B_X)$ is not totally bounded. That is, there exists a $delta > 0$ such that no finite number of balls radius $delta$ that cover $T(B_X)$. Hence, we may choose some $Tx_1 in T(B_X)$, and for each $n$,
          $$Tx_{n+1} in T(B_X) setminus bigcup_{k=1}^n B[x_k; delta],$$
          which is never empty by definition of $delta$. Thus, we have a sequence $(x_n) in B_X$ such that
          $$|Tx_n - Tx_m| > delta$$
          for all $n, m$. Using reflexivity, as well as Eberlein-Smulian, the sequence $(x_n)$ must have a weakly convergent subsequence. Note that this weakly convergent subsequence must also have its terms separated by at least $delta$, which means it cannot be mapped to a norm-convergent sequence (as such a sequence would have to be Cauchy). This shows the contrapositive of (c).



          (d) Good.



          (e) If $T$ is compact and open, then $T(B[0; 1])$ contains $T(B(0; 1))$, which is open, since $T$ is an open map. Thus, $T(B[0; 1])$ contains some ball $B[y; r]$. Since $T$ is compact, the closure of $T(B[0; 1])$ is compact, hence so is the closed subset $B[y; r]$. A scaling and translation argument yields that $Y$ has a compact unit ball, and hence is finite-dimensional.



          (f) Also good.






          share|cite|improve this answer









          $endgroup$













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            1 Answer
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            active

            oldest

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            3












            $begingroup$

            (a) Looks good!



            (b) Using this fact and (a), you should be set. If $Tx_n$ fails to converge to $Tx$ in norm, then there must be a subsequence $(Tx_{n_k})_k$ that maintains at least some $varepsilon > 0$ distance from $Tx$. Take a norm-convergent subsequence of this subsequence, and it will be a subsequence that fails to weakly converge to $Tx$ (as it norm-converges to another point). This contradicts (a).



            (c) Not sure where separability comes in here, but if $T$ is not compact, then $T(B_X)$ is not totally bounded. That is, there exists a $delta > 0$ such that no finite number of balls radius $delta$ that cover $T(B_X)$. Hence, we may choose some $Tx_1 in T(B_X)$, and for each $n$,
            $$Tx_{n+1} in T(B_X) setminus bigcup_{k=1}^n B[x_k; delta],$$
            which is never empty by definition of $delta$. Thus, we have a sequence $(x_n) in B_X$ such that
            $$|Tx_n - Tx_m| > delta$$
            for all $n, m$. Using reflexivity, as well as Eberlein-Smulian, the sequence $(x_n)$ must have a weakly convergent subsequence. Note that this weakly convergent subsequence must also have its terms separated by at least $delta$, which means it cannot be mapped to a norm-convergent sequence (as such a sequence would have to be Cauchy). This shows the contrapositive of (c).



            (d) Good.



            (e) If $T$ is compact and open, then $T(B[0; 1])$ contains $T(B(0; 1))$, which is open, since $T$ is an open map. Thus, $T(B[0; 1])$ contains some ball $B[y; r]$. Since $T$ is compact, the closure of $T(B[0; 1])$ is compact, hence so is the closed subset $B[y; r]$. A scaling and translation argument yields that $Y$ has a compact unit ball, and hence is finite-dimensional.



            (f) Also good.






            share|cite|improve this answer









            $endgroup$


















              3












              $begingroup$

              (a) Looks good!



              (b) Using this fact and (a), you should be set. If $Tx_n$ fails to converge to $Tx$ in norm, then there must be a subsequence $(Tx_{n_k})_k$ that maintains at least some $varepsilon > 0$ distance from $Tx$. Take a norm-convergent subsequence of this subsequence, and it will be a subsequence that fails to weakly converge to $Tx$ (as it norm-converges to another point). This contradicts (a).



              (c) Not sure where separability comes in here, but if $T$ is not compact, then $T(B_X)$ is not totally bounded. That is, there exists a $delta > 0$ such that no finite number of balls radius $delta$ that cover $T(B_X)$. Hence, we may choose some $Tx_1 in T(B_X)$, and for each $n$,
              $$Tx_{n+1} in T(B_X) setminus bigcup_{k=1}^n B[x_k; delta],$$
              which is never empty by definition of $delta$. Thus, we have a sequence $(x_n) in B_X$ such that
              $$|Tx_n - Tx_m| > delta$$
              for all $n, m$. Using reflexivity, as well as Eberlein-Smulian, the sequence $(x_n)$ must have a weakly convergent subsequence. Note that this weakly convergent subsequence must also have its terms separated by at least $delta$, which means it cannot be mapped to a norm-convergent sequence (as such a sequence would have to be Cauchy). This shows the contrapositive of (c).



              (d) Good.



              (e) If $T$ is compact and open, then $T(B[0; 1])$ contains $T(B(0; 1))$, which is open, since $T$ is an open map. Thus, $T(B[0; 1])$ contains some ball $B[y; r]$. Since $T$ is compact, the closure of $T(B[0; 1])$ is compact, hence so is the closed subset $B[y; r]$. A scaling and translation argument yields that $Y$ has a compact unit ball, and hence is finite-dimensional.



              (f) Also good.






              share|cite|improve this answer









              $endgroup$
















                3












                3








                3





                $begingroup$

                (a) Looks good!



                (b) Using this fact and (a), you should be set. If $Tx_n$ fails to converge to $Tx$ in norm, then there must be a subsequence $(Tx_{n_k})_k$ that maintains at least some $varepsilon > 0$ distance from $Tx$. Take a norm-convergent subsequence of this subsequence, and it will be a subsequence that fails to weakly converge to $Tx$ (as it norm-converges to another point). This contradicts (a).



                (c) Not sure where separability comes in here, but if $T$ is not compact, then $T(B_X)$ is not totally bounded. That is, there exists a $delta > 0$ such that no finite number of balls radius $delta$ that cover $T(B_X)$. Hence, we may choose some $Tx_1 in T(B_X)$, and for each $n$,
                $$Tx_{n+1} in T(B_X) setminus bigcup_{k=1}^n B[x_k; delta],$$
                which is never empty by definition of $delta$. Thus, we have a sequence $(x_n) in B_X$ such that
                $$|Tx_n - Tx_m| > delta$$
                for all $n, m$. Using reflexivity, as well as Eberlein-Smulian, the sequence $(x_n)$ must have a weakly convergent subsequence. Note that this weakly convergent subsequence must also have its terms separated by at least $delta$, which means it cannot be mapped to a norm-convergent sequence (as such a sequence would have to be Cauchy). This shows the contrapositive of (c).



                (d) Good.



                (e) If $T$ is compact and open, then $T(B[0; 1])$ contains $T(B(0; 1))$, which is open, since $T$ is an open map. Thus, $T(B[0; 1])$ contains some ball $B[y; r]$. Since $T$ is compact, the closure of $T(B[0; 1])$ is compact, hence so is the closed subset $B[y; r]$. A scaling and translation argument yields that $Y$ has a compact unit ball, and hence is finite-dimensional.



                (f) Also good.






                share|cite|improve this answer









                $endgroup$



                (a) Looks good!



                (b) Using this fact and (a), you should be set. If $Tx_n$ fails to converge to $Tx$ in norm, then there must be a subsequence $(Tx_{n_k})_k$ that maintains at least some $varepsilon > 0$ distance from $Tx$. Take a norm-convergent subsequence of this subsequence, and it will be a subsequence that fails to weakly converge to $Tx$ (as it norm-converges to another point). This contradicts (a).



                (c) Not sure where separability comes in here, but if $T$ is not compact, then $T(B_X)$ is not totally bounded. That is, there exists a $delta > 0$ such that no finite number of balls radius $delta$ that cover $T(B_X)$. Hence, we may choose some $Tx_1 in T(B_X)$, and for each $n$,
                $$Tx_{n+1} in T(B_X) setminus bigcup_{k=1}^n B[x_k; delta],$$
                which is never empty by definition of $delta$. Thus, we have a sequence $(x_n) in B_X$ such that
                $$|Tx_n - Tx_m| > delta$$
                for all $n, m$. Using reflexivity, as well as Eberlein-Smulian, the sequence $(x_n)$ must have a weakly convergent subsequence. Note that this weakly convergent subsequence must also have its terms separated by at least $delta$, which means it cannot be mapped to a norm-convergent sequence (as such a sequence would have to be Cauchy). This shows the contrapositive of (c).



                (d) Good.



                (e) If $T$ is compact and open, then $T(B[0; 1])$ contains $T(B(0; 1))$, which is open, since $T$ is an open map. Thus, $T(B[0; 1])$ contains some ball $B[y; r]$. Since $T$ is compact, the closure of $T(B[0; 1])$ is compact, hence so is the closed subset $B[y; r]$. A scaling and translation argument yields that $Y$ has a compact unit ball, and hence is finite-dimensional.



                (f) Also good.







                share|cite|improve this answer












                share|cite|improve this answer



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                answered Jan 11 at 13:24









                Theo BenditTheo Bendit

                19.3k12353




                19.3k12353






























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