Compactness criterion for operator between reflexive Banach spaces
$begingroup$
I found (without any proof) the following proposition:
Let $T in mathcal{L}(X,Y)$ be a linear continuous operator between two reflexive Banach spaces $X,Y$, then $T$ is compact if and only if for every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ and for every sequence $left(y^*_nright)_{ninmathbb{N}} subseteq Y^*$ weakly-$*$ converging to $0$ it turns out that $left< y^*_n,T x_n right> to 0$
I already know that:
If $X$ is reflexive then $T$ is compact if and only if for every every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ the sequence $left(T x_nright)_{ninmathbb{N}}$ converges strongly in $Y$.
I tried to prove that given $left( y_n right) subseteq Y$ (with $Y$ reflexive) that converges weakly to $0$ if for every $left( y^*_n right) subseteq Y^*$ that converges weakly-$*$ to zero it turns out that $left< y^*_n, y_n right> to 0$ then $y_n to 0$ strongly, but without success.
So I have a couple of questions:
Q1: is my last proposition true? Can we infer strong convergence from the weak one and with this "dual tests"?
Q2: how can I prove the original proposition?
functional-analysis banach-spaces compact-operators reflexive-space
$endgroup$
add a comment |
$begingroup$
I found (without any proof) the following proposition:
Let $T in mathcal{L}(X,Y)$ be a linear continuous operator between two reflexive Banach spaces $X,Y$, then $T$ is compact if and only if for every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ and for every sequence $left(y^*_nright)_{ninmathbb{N}} subseteq Y^*$ weakly-$*$ converging to $0$ it turns out that $left< y^*_n,T x_n right> to 0$
I already know that:
If $X$ is reflexive then $T$ is compact if and only if for every every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ the sequence $left(T x_nright)_{ninmathbb{N}}$ converges strongly in $Y$.
I tried to prove that given $left( y_n right) subseteq Y$ (with $Y$ reflexive) that converges weakly to $0$ if for every $left( y^*_n right) subseteq Y^*$ that converges weakly-$*$ to zero it turns out that $left< y^*_n, y_n right> to 0$ then $y_n to 0$ strongly, but without success.
So I have a couple of questions:
Q1: is my last proposition true? Can we infer strong convergence from the weak one and with this "dual tests"?
Q2: how can I prove the original proposition?
functional-analysis banach-spaces compact-operators reflexive-space
$endgroup$
$begingroup$
I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
$endgroup$
– Theo Bendit
Jul 4 '18 at 12:14
$begingroup$
Yes, that's a typo. I'll edit the question. Thank you!
$endgroup$
– Enrico Polesel
Jul 4 '18 at 12:21
$begingroup$
You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
$endgroup$
– ComFreek
Jul 4 '18 at 16:17
$begingroup$
Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
$endgroup$
– Enrico Polesel
Jul 4 '18 at 16:49
add a comment |
$begingroup$
I found (without any proof) the following proposition:
Let $T in mathcal{L}(X,Y)$ be a linear continuous operator between two reflexive Banach spaces $X,Y$, then $T$ is compact if and only if for every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ and for every sequence $left(y^*_nright)_{ninmathbb{N}} subseteq Y^*$ weakly-$*$ converging to $0$ it turns out that $left< y^*_n,T x_n right> to 0$
I already know that:
If $X$ is reflexive then $T$ is compact if and only if for every every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ the sequence $left(T x_nright)_{ninmathbb{N}}$ converges strongly in $Y$.
I tried to prove that given $left( y_n right) subseteq Y$ (with $Y$ reflexive) that converges weakly to $0$ if for every $left( y^*_n right) subseteq Y^*$ that converges weakly-$*$ to zero it turns out that $left< y^*_n, y_n right> to 0$ then $y_n to 0$ strongly, but without success.
So I have a couple of questions:
Q1: is my last proposition true? Can we infer strong convergence from the weak one and with this "dual tests"?
Q2: how can I prove the original proposition?
functional-analysis banach-spaces compact-operators reflexive-space
$endgroup$
I found (without any proof) the following proposition:
Let $T in mathcal{L}(X,Y)$ be a linear continuous operator between two reflexive Banach spaces $X,Y$, then $T$ is compact if and only if for every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ and for every sequence $left(y^*_nright)_{ninmathbb{N}} subseteq Y^*$ weakly-$*$ converging to $0$ it turns out that $left< y^*_n,T x_n right> to 0$
I already know that:
If $X$ is reflexive then $T$ is compact if and only if for every every sequence $left(x_nright)_{ninmathbb{N}} subseteq X$ weakly converging to $0$ the sequence $left(T x_nright)_{ninmathbb{N}}$ converges strongly in $Y$.
I tried to prove that given $left( y_n right) subseteq Y$ (with $Y$ reflexive) that converges weakly to $0$ if for every $left( y^*_n right) subseteq Y^*$ that converges weakly-$*$ to zero it turns out that $left< y^*_n, y_n right> to 0$ then $y_n to 0$ strongly, but without success.
So I have a couple of questions:
Q1: is my last proposition true? Can we infer strong convergence from the weak one and with this "dual tests"?
Q2: how can I prove the original proposition?
functional-analysis banach-spaces compact-operators reflexive-space
functional-analysis banach-spaces compact-operators reflexive-space
edited Jul 4 '18 at 13:36
Enrico Polesel
asked Jul 4 '18 at 12:04
Enrico PoleselEnrico Polesel
1487
1487
$begingroup$
I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
$endgroup$
– Theo Bendit
Jul 4 '18 at 12:14
$begingroup$
Yes, that's a typo. I'll edit the question. Thank you!
$endgroup$
– Enrico Polesel
Jul 4 '18 at 12:21
$begingroup$
You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
$endgroup$
– ComFreek
Jul 4 '18 at 16:17
$begingroup$
Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
$endgroup$
– Enrico Polesel
Jul 4 '18 at 16:49
add a comment |
$begingroup$
I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
$endgroup$
– Theo Bendit
Jul 4 '18 at 12:14
$begingroup$
Yes, that's a typo. I'll edit the question. Thank you!
$endgroup$
– Enrico Polesel
Jul 4 '18 at 12:21
$begingroup$
You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
$endgroup$
– ComFreek
Jul 4 '18 at 16:17
$begingroup$
Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
$endgroup$
– Enrico Polesel
Jul 4 '18 at 16:49
$begingroup$
I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
$endgroup$
– Theo Bendit
Jul 4 '18 at 12:14
$begingroup$
I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
$endgroup$
– Theo Bendit
Jul 4 '18 at 12:14
$begingroup$
Yes, that's a typo. I'll edit the question. Thank you!
$endgroup$
– Enrico Polesel
Jul 4 '18 at 12:21
$begingroup$
Yes, that's a typo. I'll edit the question. Thank you!
$endgroup$
– Enrico Polesel
Jul 4 '18 at 12:21
$begingroup$
You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
$endgroup$
– ComFreek
Jul 4 '18 at 16:17
$begingroup$
You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
$endgroup$
– ComFreek
Jul 4 '18 at 16:17
$begingroup$
Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
$endgroup$
– Enrico Polesel
Jul 4 '18 at 16:49
$begingroup$
Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
$endgroup$
– Enrico Polesel
Jul 4 '18 at 16:49
add a comment |
1 Answer
1
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oldest
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$begingroup$
I'll write down the proof of a friend of mine, we can prove both the second proposition (the "strong converging criterion" for sequences in a reflexive Banach space).
Let $(y_n)subseteq Y$ (with $Y$ reflexive) be a sequence that
converges weakly to $0$. If for every sequence $(y^*_n)subseteq Y^*$
tha converges weakly-$*$ to zero it turns out that
$left<y^*_n,y_nright> rightarrow 0$ then $y_n rightarrow 0$
strongly.
It's easy to prove that $y_n rightarrow 0$ if and only if for every subseqence $(y_{n_k})$ we can find a sub-subseqence $(y_{n_{k_i}})$ such that $y_{n_{k_i}} rightarrow 0$. To keep the notation simple we will just prove that $(y_n)$ has a subsequence that converges to $0$, but the same argument can be applied to subsequences.
Let $s_n := leftlVert y_n rightrVert$, we know that $leftlVert y_n rightrVert = sup _{leftlVert y^* rightrVert =1} left< y^*, y_nright>$ and so for every $n$ we can choose $y^*_n$ with norm $1$ such that $left< y^*_n, y_nright> > s_n - frac{1}{n}$ and construct a sequence $(y^*_n)subseteq Y^*$.
Since every $y^*_n$ as norm $1$ it is a sequence in the unitary ball and so, by compactness, exists $(n_k)subseteq mathbb{N}$ and $y^*_infty$ such that $y^*_{n_k} overset{ast}{rightharpoonup} y^*_infty$, since $Y$ is reflexive we have also $y^*_{n_k} rightharpoonup y^*_infty$.
We have that $left<y^*_infty, y_nright> rightarrow 0$ because by hypothesis $y_n rightharpoonup 0$ (and so also $left<y^*_infty, y_{n_k}right> rightarrow 0$).
Since $y^*_{n_k} - y^*_infty rightharpoonup 0$ we can write
$$ 0 = lim _{kto infty} left<y^*_n - y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> - lim _{kto infty} left<y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> = lim _{kto infty} left( s_{n_k} - frac{1}{n_k} right) $$
And so $lim _{k rightarrow infty} s_{n_k} = 0$ that means $leftlVert y_{n_k} rightrVert rightarrow 0$
$endgroup$
add a comment |
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$begingroup$
I'll write down the proof of a friend of mine, we can prove both the second proposition (the "strong converging criterion" for sequences in a reflexive Banach space).
Let $(y_n)subseteq Y$ (with $Y$ reflexive) be a sequence that
converges weakly to $0$. If for every sequence $(y^*_n)subseteq Y^*$
tha converges weakly-$*$ to zero it turns out that
$left<y^*_n,y_nright> rightarrow 0$ then $y_n rightarrow 0$
strongly.
It's easy to prove that $y_n rightarrow 0$ if and only if for every subseqence $(y_{n_k})$ we can find a sub-subseqence $(y_{n_{k_i}})$ such that $y_{n_{k_i}} rightarrow 0$. To keep the notation simple we will just prove that $(y_n)$ has a subsequence that converges to $0$, but the same argument can be applied to subsequences.
Let $s_n := leftlVert y_n rightrVert$, we know that $leftlVert y_n rightrVert = sup _{leftlVert y^* rightrVert =1} left< y^*, y_nright>$ and so for every $n$ we can choose $y^*_n$ with norm $1$ such that $left< y^*_n, y_nright> > s_n - frac{1}{n}$ and construct a sequence $(y^*_n)subseteq Y^*$.
Since every $y^*_n$ as norm $1$ it is a sequence in the unitary ball and so, by compactness, exists $(n_k)subseteq mathbb{N}$ and $y^*_infty$ such that $y^*_{n_k} overset{ast}{rightharpoonup} y^*_infty$, since $Y$ is reflexive we have also $y^*_{n_k} rightharpoonup y^*_infty$.
We have that $left<y^*_infty, y_nright> rightarrow 0$ because by hypothesis $y_n rightharpoonup 0$ (and so also $left<y^*_infty, y_{n_k}right> rightarrow 0$).
Since $y^*_{n_k} - y^*_infty rightharpoonup 0$ we can write
$$ 0 = lim _{kto infty} left<y^*_n - y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> - lim _{kto infty} left<y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> = lim _{kto infty} left( s_{n_k} - frac{1}{n_k} right) $$
And so $lim _{k rightarrow infty} s_{n_k} = 0$ that means $leftlVert y_{n_k} rightrVert rightarrow 0$
$endgroup$
add a comment |
$begingroup$
I'll write down the proof of a friend of mine, we can prove both the second proposition (the "strong converging criterion" for sequences in a reflexive Banach space).
Let $(y_n)subseteq Y$ (with $Y$ reflexive) be a sequence that
converges weakly to $0$. If for every sequence $(y^*_n)subseteq Y^*$
tha converges weakly-$*$ to zero it turns out that
$left<y^*_n,y_nright> rightarrow 0$ then $y_n rightarrow 0$
strongly.
It's easy to prove that $y_n rightarrow 0$ if and only if for every subseqence $(y_{n_k})$ we can find a sub-subseqence $(y_{n_{k_i}})$ such that $y_{n_{k_i}} rightarrow 0$. To keep the notation simple we will just prove that $(y_n)$ has a subsequence that converges to $0$, but the same argument can be applied to subsequences.
Let $s_n := leftlVert y_n rightrVert$, we know that $leftlVert y_n rightrVert = sup _{leftlVert y^* rightrVert =1} left< y^*, y_nright>$ and so for every $n$ we can choose $y^*_n$ with norm $1$ such that $left< y^*_n, y_nright> > s_n - frac{1}{n}$ and construct a sequence $(y^*_n)subseteq Y^*$.
Since every $y^*_n$ as norm $1$ it is a sequence in the unitary ball and so, by compactness, exists $(n_k)subseteq mathbb{N}$ and $y^*_infty$ such that $y^*_{n_k} overset{ast}{rightharpoonup} y^*_infty$, since $Y$ is reflexive we have also $y^*_{n_k} rightharpoonup y^*_infty$.
We have that $left<y^*_infty, y_nright> rightarrow 0$ because by hypothesis $y_n rightharpoonup 0$ (and so also $left<y^*_infty, y_{n_k}right> rightarrow 0$).
Since $y^*_{n_k} - y^*_infty rightharpoonup 0$ we can write
$$ 0 = lim _{kto infty} left<y^*_n - y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> - lim _{kto infty} left<y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> = lim _{kto infty} left( s_{n_k} - frac{1}{n_k} right) $$
And so $lim _{k rightarrow infty} s_{n_k} = 0$ that means $leftlVert y_{n_k} rightrVert rightarrow 0$
$endgroup$
add a comment |
$begingroup$
I'll write down the proof of a friend of mine, we can prove both the second proposition (the "strong converging criterion" for sequences in a reflexive Banach space).
Let $(y_n)subseteq Y$ (with $Y$ reflexive) be a sequence that
converges weakly to $0$. If for every sequence $(y^*_n)subseteq Y^*$
tha converges weakly-$*$ to zero it turns out that
$left<y^*_n,y_nright> rightarrow 0$ then $y_n rightarrow 0$
strongly.
It's easy to prove that $y_n rightarrow 0$ if and only if for every subseqence $(y_{n_k})$ we can find a sub-subseqence $(y_{n_{k_i}})$ such that $y_{n_{k_i}} rightarrow 0$. To keep the notation simple we will just prove that $(y_n)$ has a subsequence that converges to $0$, but the same argument can be applied to subsequences.
Let $s_n := leftlVert y_n rightrVert$, we know that $leftlVert y_n rightrVert = sup _{leftlVert y^* rightrVert =1} left< y^*, y_nright>$ and so for every $n$ we can choose $y^*_n$ with norm $1$ such that $left< y^*_n, y_nright> > s_n - frac{1}{n}$ and construct a sequence $(y^*_n)subseteq Y^*$.
Since every $y^*_n$ as norm $1$ it is a sequence in the unitary ball and so, by compactness, exists $(n_k)subseteq mathbb{N}$ and $y^*_infty$ such that $y^*_{n_k} overset{ast}{rightharpoonup} y^*_infty$, since $Y$ is reflexive we have also $y^*_{n_k} rightharpoonup y^*_infty$.
We have that $left<y^*_infty, y_nright> rightarrow 0$ because by hypothesis $y_n rightharpoonup 0$ (and so also $left<y^*_infty, y_{n_k}right> rightarrow 0$).
Since $y^*_{n_k} - y^*_infty rightharpoonup 0$ we can write
$$ 0 = lim _{kto infty} left<y^*_n - y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> - lim _{kto infty} left<y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> = lim _{kto infty} left( s_{n_k} - frac{1}{n_k} right) $$
And so $lim _{k rightarrow infty} s_{n_k} = 0$ that means $leftlVert y_{n_k} rightrVert rightarrow 0$
$endgroup$
I'll write down the proof of a friend of mine, we can prove both the second proposition (the "strong converging criterion" for sequences in a reflexive Banach space).
Let $(y_n)subseteq Y$ (with $Y$ reflexive) be a sequence that
converges weakly to $0$. If for every sequence $(y^*_n)subseteq Y^*$
tha converges weakly-$*$ to zero it turns out that
$left<y^*_n,y_nright> rightarrow 0$ then $y_n rightarrow 0$
strongly.
It's easy to prove that $y_n rightarrow 0$ if and only if for every subseqence $(y_{n_k})$ we can find a sub-subseqence $(y_{n_{k_i}})$ such that $y_{n_{k_i}} rightarrow 0$. To keep the notation simple we will just prove that $(y_n)$ has a subsequence that converges to $0$, but the same argument can be applied to subsequences.
Let $s_n := leftlVert y_n rightrVert$, we know that $leftlVert y_n rightrVert = sup _{leftlVert y^* rightrVert =1} left< y^*, y_nright>$ and so for every $n$ we can choose $y^*_n$ with norm $1$ such that $left< y^*_n, y_nright> > s_n - frac{1}{n}$ and construct a sequence $(y^*_n)subseteq Y^*$.
Since every $y^*_n$ as norm $1$ it is a sequence in the unitary ball and so, by compactness, exists $(n_k)subseteq mathbb{N}$ and $y^*_infty$ such that $y^*_{n_k} overset{ast}{rightharpoonup} y^*_infty$, since $Y$ is reflexive we have also $y^*_{n_k} rightharpoonup y^*_infty$.
We have that $left<y^*_infty, y_nright> rightarrow 0$ because by hypothesis $y_n rightharpoonup 0$ (and so also $left<y^*_infty, y_{n_k}right> rightarrow 0$).
Since $y^*_{n_k} - y^*_infty rightharpoonup 0$ we can write
$$ 0 = lim _{kto infty} left<y^*_n - y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> - lim _{kto infty} left<y^*_infty, y_{n_k}right> = lim _{kto infty} left<y^*_{n_k}, y_{n_k}right> = lim _{kto infty} left( s_{n_k} - frac{1}{n_k} right) $$
And so $lim _{k rightarrow infty} s_{n_k} = 0$ that means $leftlVert y_{n_k} rightrVert rightarrow 0$
answered Dec 22 '18 at 9:28
Enrico PoleselEnrico Polesel
1487
1487
add a comment |
add a comment |
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I'm guessing you mean, "given $(y_n) subseteq Y$..." instead of "given $(y_n^*) subseteq Y$..."?
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– Theo Bendit
Jul 4 '18 at 12:14
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Yes, that's a typo. I'll edit the question. Thank you!
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– Enrico Polesel
Jul 4 '18 at 12:21
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You only need the $Leftarrow$ part of the original proposition, right? Otherwise note that in general if $x_n rightarrow x$ strongly and $y_n' to y$ weakly-$ast$, then $left<y_n',x_nright> rightarrow left<y, xright>$ strongly.
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– ComFreek
Jul 4 '18 at 16:17
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Yes, I need only the $Leftarrow$ since, as you said, I can use the second proposition to prove that. I know that in general with only weak convergence $left< y^*_n, x_n right> notto left<y^*,xright>$, so that's way I tried to prove this thing for reflexive spaces. (actually it would be enough to prove that exists a subsequence $n_k$ such that $Tx_{n_k}$ converges)
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– Enrico Polesel
Jul 4 '18 at 16:49