Direct sum of closed Orthogonal Subspaces
Given a sequence ${mathscr{H}_n}_{n=1}^{infty}$ of closed, orthogonal subspaces of a Hilbert Space $mathscr{H}$, we define the infinite direct sum to be:
$$
bigoplus_{n = 1}^{infty} mathscr{H}_n = left {sum_{n = 1}^infty x_n : x_n in mathscr{H}_n, sum_{n = 1}^infty|x_n|^2 < inftyright }
$$
The question asks me to prove that this is a closed subspace of $mathscr{H}$.
The right hand side condition makes sense to me as for orthogonal $x_n$ we have $|sum x_n|^2 = sum |x_n|^2$. For a sum of two elements in the space, we see that:
begin{align*}
sum_{n = 1}^inftyleft |x_n+ y_n right |^2 &leq sum_{n = 1}^infty (|x_n| + |y_n|)^2 \ &= sum_{n = 1}^infty (|x_n|^2 + 2|x_ny_n| + |y_n|^2) \ &leq sum_{n = 1}^infty (|x_n|^2 + |y_n|^2)+ 2left(sum_{n = 1}^infty|x_n|^2right)^{1/2} left(sum_{n = 1}^{infty} |y_n|^2right)^{1/2} \
&<infty
end{align*}
Thus, a sum of two elements is also a member of the set. the set is also clearly closed under scalar multiplication. How would I prove it is closed? Exactly why can we take sequences and show they converge in the set?
functional-analysis hilbert-spaces
add a comment |
Given a sequence ${mathscr{H}_n}_{n=1}^{infty}$ of closed, orthogonal subspaces of a Hilbert Space $mathscr{H}$, we define the infinite direct sum to be:
$$
bigoplus_{n = 1}^{infty} mathscr{H}_n = left {sum_{n = 1}^infty x_n : x_n in mathscr{H}_n, sum_{n = 1}^infty|x_n|^2 < inftyright }
$$
The question asks me to prove that this is a closed subspace of $mathscr{H}$.
The right hand side condition makes sense to me as for orthogonal $x_n$ we have $|sum x_n|^2 = sum |x_n|^2$. For a sum of two elements in the space, we see that:
begin{align*}
sum_{n = 1}^inftyleft |x_n+ y_n right |^2 &leq sum_{n = 1}^infty (|x_n| + |y_n|)^2 \ &= sum_{n = 1}^infty (|x_n|^2 + 2|x_ny_n| + |y_n|^2) \ &leq sum_{n = 1}^infty (|x_n|^2 + |y_n|^2)+ 2left(sum_{n = 1}^infty|x_n|^2right)^{1/2} left(sum_{n = 1}^{infty} |y_n|^2right)^{1/2} \
&<infty
end{align*}
Thus, a sum of two elements is also a member of the set. the set is also clearly closed under scalar multiplication. How would I prove it is closed? Exactly why can we take sequences and show they converge in the set?
functional-analysis hilbert-spaces
add a comment |
Given a sequence ${mathscr{H}_n}_{n=1}^{infty}$ of closed, orthogonal subspaces of a Hilbert Space $mathscr{H}$, we define the infinite direct sum to be:
$$
bigoplus_{n = 1}^{infty} mathscr{H}_n = left {sum_{n = 1}^infty x_n : x_n in mathscr{H}_n, sum_{n = 1}^infty|x_n|^2 < inftyright }
$$
The question asks me to prove that this is a closed subspace of $mathscr{H}$.
The right hand side condition makes sense to me as for orthogonal $x_n$ we have $|sum x_n|^2 = sum |x_n|^2$. For a sum of two elements in the space, we see that:
begin{align*}
sum_{n = 1}^inftyleft |x_n+ y_n right |^2 &leq sum_{n = 1}^infty (|x_n| + |y_n|)^2 \ &= sum_{n = 1}^infty (|x_n|^2 + 2|x_ny_n| + |y_n|^2) \ &leq sum_{n = 1}^infty (|x_n|^2 + |y_n|^2)+ 2left(sum_{n = 1}^infty|x_n|^2right)^{1/2} left(sum_{n = 1}^{infty} |y_n|^2right)^{1/2} \
&<infty
end{align*}
Thus, a sum of two elements is also a member of the set. the set is also clearly closed under scalar multiplication. How would I prove it is closed? Exactly why can we take sequences and show they converge in the set?
functional-analysis hilbert-spaces
Given a sequence ${mathscr{H}_n}_{n=1}^{infty}$ of closed, orthogonal subspaces of a Hilbert Space $mathscr{H}$, we define the infinite direct sum to be:
$$
bigoplus_{n = 1}^{infty} mathscr{H}_n = left {sum_{n = 1}^infty x_n : x_n in mathscr{H}_n, sum_{n = 1}^infty|x_n|^2 < inftyright }
$$
The question asks me to prove that this is a closed subspace of $mathscr{H}$.
The right hand side condition makes sense to me as for orthogonal $x_n$ we have $|sum x_n|^2 = sum |x_n|^2$. For a sum of two elements in the space, we see that:
begin{align*}
sum_{n = 1}^inftyleft |x_n+ y_n right |^2 &leq sum_{n = 1}^infty (|x_n| + |y_n|)^2 \ &= sum_{n = 1}^infty (|x_n|^2 + 2|x_ny_n| + |y_n|^2) \ &leq sum_{n = 1}^infty (|x_n|^2 + |y_n|^2)+ 2left(sum_{n = 1}^infty|x_n|^2right)^{1/2} left(sum_{n = 1}^{infty} |y_n|^2right)^{1/2} \
&<infty
end{align*}
Thus, a sum of two elements is also a member of the set. the set is also clearly closed under scalar multiplication. How would I prove it is closed? Exactly why can we take sequences and show they converge in the set?
functional-analysis hilbert-spaces
functional-analysis hilbert-spaces
asked Dec 1 at 4:46
rubikscube09
1,169717
1,169717
add a comment |
add a comment |
2 Answers
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Let $(y_n)_{ n in mathbb{N}}$ be a Cauchy-sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$. Write $y_n = sum_{m=1}^infty x_{m,n}$ with $x_{m,n} in mathscr{H}_m$ and note that by using the orthogonality we obtain
$$sum_{m=1}^infty |x_{n,m} - x_{n',m}|^2 = |y_n -y_{n'}|^2.$$
Thus $(x_{n,m})_n$ is also a Cauchy-sequence and since $mathcal{H}_n$ is complete (as a closed set of a complete space), we get that $x_{n,m} rightarrow x_m in mathscr{H}_m$. Next, we show that the sum $sum_{m=1}^infty x_m$ is convergent. (Here we need to argue that we can interchange the limes and the infinite summation.) For this, note that $|y_n - y_1|$ is bounded, say by $M$ and thus
$$sum_{m=1}^k |x_{m} - x_{1,m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{1,m}|^2 le limsup_{n rightarrow infty} |y_n-y_1| le M^2.$$
Hence the last series (on the left hand side) is convergent, because it is bounded. By the $Delta$-inequality we also conclude that $$sum_{m=1}^infty |x_m|^2 <infty.$$ Since $mathscr{H}$ is complete and $(x_m)_m$ are orthogonal, we get that $y = sum_{m=1}^infty x_m$ is convergent in $mathscr{H}$ and by definition we also have $y in bigoplus_{n = 1}^{infty} mathscr{H}_n$. We can take $N in mathbb{N}$ so large that $|y_n -y_{n'}| < varepsilon$ for all $n,n' ge N$. Thus
$$sum_{m=1}^k |x_{m} - x_{n',m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{n',m}|^2 le limsup_{n rightarrow infty} |y_n-y_{n'}|^2 le varepsilon^2$$
for all $n' ge N$. Letting $k rightarrow infty$ shows that
$$|y-y_{n'}|^2 = sum_{m=1}^infty |x_{m} - x_{n',m}|^2 varepsilon^2$$
for all $n' ge N$. Hence $(y_n)_n$ is convegent in $bigoplus_{n = 1}^{infty} mathscr{H}_n$.
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
|
show 3 more comments
As in the answer by @p4sch, let $(y_n)_n$ be a Cauchy sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$ with $y_n = sum_{m=1}^infty x_{m,n}$ and $x_{m,n} in mathscr{H}_m$.
For every $m in mathbb{N}$ we have
$$|x_{m,k} - x_{m,j}|^2 le sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 xrightarrow{k,jtoinfty} 0$$
so $(x_{m,k})_k$ is Cauchy in $mathscr{H}_m$. Since $mathscr{H}_m$ is complete, there exists $x_{m,0} in mathscr{H}_m$ such that $x_{m,k} xrightarrow{ktoinfty} x_m$.
Let $varepsilon > 0$ and pick $N in mathbb{N}$ such that $$k,j ge N implies sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 < fracvarepsilon2$$
In particular, assuming $k,j ge N$ for any $K in mathbb{N}$ we have $$sum_{m=1}^K|x_{m,k} - x_{m,j}|^2 < fracvarepsilon2$$
Letting $k to infty$ implies
$$sum_{m=1}^K|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2$$
and since $K$ was arbitrary, it follows
$$sum_{m=1}^infty|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2tag{$*$}$$
Now we have
$$sum_{m=1}^infty |x_{m,0}|^2 le sum_{m=1}^infty (|x_{m,0}-x_{m,j}| + |x_{m,j}|)^2 le 2left(sum_{m=1}^infty |x_{m,0}-x_{m,j}|^2 + sum_{m=1}^infty|x_{m,j}|^2right) < +infty$$
Hence for $r,s in mathbb{N}$ we have $$left|sum_{m=r}^s x_{m,0}right|^2 = sum_{m=r}^s|x_{m,0}|^2 le sum_{m=r}^infty |x_{m,0}|^2
xrightarrow{r,s to infty} 0$$
so by completeness $y_0 := sum_{m=1}^infty x_{m,0}$ converges in $mathscr{H}$ and by $(*)$ we have $y_0 in bigoplus_{n = 1}^{infty} mathscr{H}_n$.
$(*)$ also means $$j ge N implies |y_0 - y_{m,j}| le fracvarepsilon2 < varepsilon$$ which means $y_{j} xrightarrow{jtoinfty} y_0$.
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Let $(y_n)_{ n in mathbb{N}}$ be a Cauchy-sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$. Write $y_n = sum_{m=1}^infty x_{m,n}$ with $x_{m,n} in mathscr{H}_m$ and note that by using the orthogonality we obtain
$$sum_{m=1}^infty |x_{n,m} - x_{n',m}|^2 = |y_n -y_{n'}|^2.$$
Thus $(x_{n,m})_n$ is also a Cauchy-sequence and since $mathcal{H}_n$ is complete (as a closed set of a complete space), we get that $x_{n,m} rightarrow x_m in mathscr{H}_m$. Next, we show that the sum $sum_{m=1}^infty x_m$ is convergent. (Here we need to argue that we can interchange the limes and the infinite summation.) For this, note that $|y_n - y_1|$ is bounded, say by $M$ and thus
$$sum_{m=1}^k |x_{m} - x_{1,m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{1,m}|^2 le limsup_{n rightarrow infty} |y_n-y_1| le M^2.$$
Hence the last series (on the left hand side) is convergent, because it is bounded. By the $Delta$-inequality we also conclude that $$sum_{m=1}^infty |x_m|^2 <infty.$$ Since $mathscr{H}$ is complete and $(x_m)_m$ are orthogonal, we get that $y = sum_{m=1}^infty x_m$ is convergent in $mathscr{H}$ and by definition we also have $y in bigoplus_{n = 1}^{infty} mathscr{H}_n$. We can take $N in mathbb{N}$ so large that $|y_n -y_{n'}| < varepsilon$ for all $n,n' ge N$. Thus
$$sum_{m=1}^k |x_{m} - x_{n',m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{n',m}|^2 le limsup_{n rightarrow infty} |y_n-y_{n'}|^2 le varepsilon^2$$
for all $n' ge N$. Letting $k rightarrow infty$ shows that
$$|y-y_{n'}|^2 = sum_{m=1}^infty |x_{m} - x_{n',m}|^2 varepsilon^2$$
for all $n' ge N$. Hence $(y_n)_n$ is convegent in $bigoplus_{n = 1}^{infty} mathscr{H}_n$.
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
|
show 3 more comments
Let $(y_n)_{ n in mathbb{N}}$ be a Cauchy-sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$. Write $y_n = sum_{m=1}^infty x_{m,n}$ with $x_{m,n} in mathscr{H}_m$ and note that by using the orthogonality we obtain
$$sum_{m=1}^infty |x_{n,m} - x_{n',m}|^2 = |y_n -y_{n'}|^2.$$
Thus $(x_{n,m})_n$ is also a Cauchy-sequence and since $mathcal{H}_n$ is complete (as a closed set of a complete space), we get that $x_{n,m} rightarrow x_m in mathscr{H}_m$. Next, we show that the sum $sum_{m=1}^infty x_m$ is convergent. (Here we need to argue that we can interchange the limes and the infinite summation.) For this, note that $|y_n - y_1|$ is bounded, say by $M$ and thus
$$sum_{m=1}^k |x_{m} - x_{1,m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{1,m}|^2 le limsup_{n rightarrow infty} |y_n-y_1| le M^2.$$
Hence the last series (on the left hand side) is convergent, because it is bounded. By the $Delta$-inequality we also conclude that $$sum_{m=1}^infty |x_m|^2 <infty.$$ Since $mathscr{H}$ is complete and $(x_m)_m$ are orthogonal, we get that $y = sum_{m=1}^infty x_m$ is convergent in $mathscr{H}$ and by definition we also have $y in bigoplus_{n = 1}^{infty} mathscr{H}_n$. We can take $N in mathbb{N}$ so large that $|y_n -y_{n'}| < varepsilon$ for all $n,n' ge N$. Thus
$$sum_{m=1}^k |x_{m} - x_{n',m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{n',m}|^2 le limsup_{n rightarrow infty} |y_n-y_{n'}|^2 le varepsilon^2$$
for all $n' ge N$. Letting $k rightarrow infty$ shows that
$$|y-y_{n'}|^2 = sum_{m=1}^infty |x_{m} - x_{n',m}|^2 varepsilon^2$$
for all $n' ge N$. Hence $(y_n)_n$ is convegent in $bigoplus_{n = 1}^{infty} mathscr{H}_n$.
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
|
show 3 more comments
Let $(y_n)_{ n in mathbb{N}}$ be a Cauchy-sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$. Write $y_n = sum_{m=1}^infty x_{m,n}$ with $x_{m,n} in mathscr{H}_m$ and note that by using the orthogonality we obtain
$$sum_{m=1}^infty |x_{n,m} - x_{n',m}|^2 = |y_n -y_{n'}|^2.$$
Thus $(x_{n,m})_n$ is also a Cauchy-sequence and since $mathcal{H}_n$ is complete (as a closed set of a complete space), we get that $x_{n,m} rightarrow x_m in mathscr{H}_m$. Next, we show that the sum $sum_{m=1}^infty x_m$ is convergent. (Here we need to argue that we can interchange the limes and the infinite summation.) For this, note that $|y_n - y_1|$ is bounded, say by $M$ and thus
$$sum_{m=1}^k |x_{m} - x_{1,m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{1,m}|^2 le limsup_{n rightarrow infty} |y_n-y_1| le M^2.$$
Hence the last series (on the left hand side) is convergent, because it is bounded. By the $Delta$-inequality we also conclude that $$sum_{m=1}^infty |x_m|^2 <infty.$$ Since $mathscr{H}$ is complete and $(x_m)_m$ are orthogonal, we get that $y = sum_{m=1}^infty x_m$ is convergent in $mathscr{H}$ and by definition we also have $y in bigoplus_{n = 1}^{infty} mathscr{H}_n$. We can take $N in mathbb{N}$ so large that $|y_n -y_{n'}| < varepsilon$ for all $n,n' ge N$. Thus
$$sum_{m=1}^k |x_{m} - x_{n',m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{n',m}|^2 le limsup_{n rightarrow infty} |y_n-y_{n'}|^2 le varepsilon^2$$
for all $n' ge N$. Letting $k rightarrow infty$ shows that
$$|y-y_{n'}|^2 = sum_{m=1}^infty |x_{m} - x_{n',m}|^2 varepsilon^2$$
for all $n' ge N$. Hence $(y_n)_n$ is convegent in $bigoplus_{n = 1}^{infty} mathscr{H}_n$.
Let $(y_n)_{ n in mathbb{N}}$ be a Cauchy-sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$. Write $y_n = sum_{m=1}^infty x_{m,n}$ with $x_{m,n} in mathscr{H}_m$ and note that by using the orthogonality we obtain
$$sum_{m=1}^infty |x_{n,m} - x_{n',m}|^2 = |y_n -y_{n'}|^2.$$
Thus $(x_{n,m})_n$ is also a Cauchy-sequence and since $mathcal{H}_n$ is complete (as a closed set of a complete space), we get that $x_{n,m} rightarrow x_m in mathscr{H}_m$. Next, we show that the sum $sum_{m=1}^infty x_m$ is convergent. (Here we need to argue that we can interchange the limes and the infinite summation.) For this, note that $|y_n - y_1|$ is bounded, say by $M$ and thus
$$sum_{m=1}^k |x_{m} - x_{1,m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{1,m}|^2 le limsup_{n rightarrow infty} |y_n-y_1| le M^2.$$
Hence the last series (on the left hand side) is convergent, because it is bounded. By the $Delta$-inequality we also conclude that $$sum_{m=1}^infty |x_m|^2 <infty.$$ Since $mathscr{H}$ is complete and $(x_m)_m$ are orthogonal, we get that $y = sum_{m=1}^infty x_m$ is convergent in $mathscr{H}$ and by definition we also have $y in bigoplus_{n = 1}^{infty} mathscr{H}_n$. We can take $N in mathbb{N}$ so large that $|y_n -y_{n'}| < varepsilon$ for all $n,n' ge N$. Thus
$$sum_{m=1}^k |x_{m} - x_{n',m}|^2 = lim_{nrightarrow infty} sum_{m=1}^k |x_{n,m} - x_{n',m}|^2 le limsup_{n rightarrow infty} |y_n-y_{n'}|^2 le varepsilon^2$$
for all $n' ge N$. Letting $k rightarrow infty$ shows that
$$|y-y_{n'}|^2 = sum_{m=1}^infty |x_{m} - x_{n',m}|^2 varepsilon^2$$
for all $n' ge N$. Hence $(y_n)_n$ is convegent in $bigoplus_{n = 1}^{infty} mathscr{H}_n$.
edited Dec 1 at 21:52
answered Dec 1 at 9:34
p4sch
4,760217
4,760217
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
|
show 3 more comments
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Thanks for the answer. I am not really understanding the part where you bounded the sum. What was the reason for doing so?,
– rubikscube09
Dec 1 at 19:06
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
Ah I see, you were showing that the sum of squares of the limit sequence $sum |x_k|^2$ was finite. But couldn't you just say that $y_n$ is cauchy and thus norm bounded?
– rubikscube09
Dec 1 at 21:04
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I want to show that $sum_{k=1}^infty |x_m| < infty$ and that is archived by (first) considering a finite sum in order to use the properties of limes (linearity). I.e. we have to argue that we can interchange the limes and the summation. (You can also use Fatou's lemma here for the counting measure on $mathbb{N}$.) I have extended my answer!
– p4sch
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
I used the monotone convergence theorem. I think that works as well. Thanks.
– rubikscube09
Dec 1 at 21:23
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
Yes, indeed! You can also use the monotone convergence theorem.
– p4sch
Dec 1 at 21:29
|
show 3 more comments
As in the answer by @p4sch, let $(y_n)_n$ be a Cauchy sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$ with $y_n = sum_{m=1}^infty x_{m,n}$ and $x_{m,n} in mathscr{H}_m$.
For every $m in mathbb{N}$ we have
$$|x_{m,k} - x_{m,j}|^2 le sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 xrightarrow{k,jtoinfty} 0$$
so $(x_{m,k})_k$ is Cauchy in $mathscr{H}_m$. Since $mathscr{H}_m$ is complete, there exists $x_{m,0} in mathscr{H}_m$ such that $x_{m,k} xrightarrow{ktoinfty} x_m$.
Let $varepsilon > 0$ and pick $N in mathbb{N}$ such that $$k,j ge N implies sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 < fracvarepsilon2$$
In particular, assuming $k,j ge N$ for any $K in mathbb{N}$ we have $$sum_{m=1}^K|x_{m,k} - x_{m,j}|^2 < fracvarepsilon2$$
Letting $k to infty$ implies
$$sum_{m=1}^K|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2$$
and since $K$ was arbitrary, it follows
$$sum_{m=1}^infty|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2tag{$*$}$$
Now we have
$$sum_{m=1}^infty |x_{m,0}|^2 le sum_{m=1}^infty (|x_{m,0}-x_{m,j}| + |x_{m,j}|)^2 le 2left(sum_{m=1}^infty |x_{m,0}-x_{m,j}|^2 + sum_{m=1}^infty|x_{m,j}|^2right) < +infty$$
Hence for $r,s in mathbb{N}$ we have $$left|sum_{m=r}^s x_{m,0}right|^2 = sum_{m=r}^s|x_{m,0}|^2 le sum_{m=r}^infty |x_{m,0}|^2
xrightarrow{r,s to infty} 0$$
so by completeness $y_0 := sum_{m=1}^infty x_{m,0}$ converges in $mathscr{H}$ and by $(*)$ we have $y_0 in bigoplus_{n = 1}^{infty} mathscr{H}_n$.
$(*)$ also means $$j ge N implies |y_0 - y_{m,j}| le fracvarepsilon2 < varepsilon$$ which means $y_{j} xrightarrow{jtoinfty} y_0$.
add a comment |
As in the answer by @p4sch, let $(y_n)_n$ be a Cauchy sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$ with $y_n = sum_{m=1}^infty x_{m,n}$ and $x_{m,n} in mathscr{H}_m$.
For every $m in mathbb{N}$ we have
$$|x_{m,k} - x_{m,j}|^2 le sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 xrightarrow{k,jtoinfty} 0$$
so $(x_{m,k})_k$ is Cauchy in $mathscr{H}_m$. Since $mathscr{H}_m$ is complete, there exists $x_{m,0} in mathscr{H}_m$ such that $x_{m,k} xrightarrow{ktoinfty} x_m$.
Let $varepsilon > 0$ and pick $N in mathbb{N}$ such that $$k,j ge N implies sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 < fracvarepsilon2$$
In particular, assuming $k,j ge N$ for any $K in mathbb{N}$ we have $$sum_{m=1}^K|x_{m,k} - x_{m,j}|^2 < fracvarepsilon2$$
Letting $k to infty$ implies
$$sum_{m=1}^K|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2$$
and since $K$ was arbitrary, it follows
$$sum_{m=1}^infty|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2tag{$*$}$$
Now we have
$$sum_{m=1}^infty |x_{m,0}|^2 le sum_{m=1}^infty (|x_{m,0}-x_{m,j}| + |x_{m,j}|)^2 le 2left(sum_{m=1}^infty |x_{m,0}-x_{m,j}|^2 + sum_{m=1}^infty|x_{m,j}|^2right) < +infty$$
Hence for $r,s in mathbb{N}$ we have $$left|sum_{m=r}^s x_{m,0}right|^2 = sum_{m=r}^s|x_{m,0}|^2 le sum_{m=r}^infty |x_{m,0}|^2
xrightarrow{r,s to infty} 0$$
so by completeness $y_0 := sum_{m=1}^infty x_{m,0}$ converges in $mathscr{H}$ and by $(*)$ we have $y_0 in bigoplus_{n = 1}^{infty} mathscr{H}_n$.
$(*)$ also means $$j ge N implies |y_0 - y_{m,j}| le fracvarepsilon2 < varepsilon$$ which means $y_{j} xrightarrow{jtoinfty} y_0$.
add a comment |
As in the answer by @p4sch, let $(y_n)_n$ be a Cauchy sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$ with $y_n = sum_{m=1}^infty x_{m,n}$ and $x_{m,n} in mathscr{H}_m$.
For every $m in mathbb{N}$ we have
$$|x_{m,k} - x_{m,j}|^2 le sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 xrightarrow{k,jtoinfty} 0$$
so $(x_{m,k})_k$ is Cauchy in $mathscr{H}_m$. Since $mathscr{H}_m$ is complete, there exists $x_{m,0} in mathscr{H}_m$ such that $x_{m,k} xrightarrow{ktoinfty} x_m$.
Let $varepsilon > 0$ and pick $N in mathbb{N}$ such that $$k,j ge N implies sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 < fracvarepsilon2$$
In particular, assuming $k,j ge N$ for any $K in mathbb{N}$ we have $$sum_{m=1}^K|x_{m,k} - x_{m,j}|^2 < fracvarepsilon2$$
Letting $k to infty$ implies
$$sum_{m=1}^K|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2$$
and since $K$ was arbitrary, it follows
$$sum_{m=1}^infty|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2tag{$*$}$$
Now we have
$$sum_{m=1}^infty |x_{m,0}|^2 le sum_{m=1}^infty (|x_{m,0}-x_{m,j}| + |x_{m,j}|)^2 le 2left(sum_{m=1}^infty |x_{m,0}-x_{m,j}|^2 + sum_{m=1}^infty|x_{m,j}|^2right) < +infty$$
Hence for $r,s in mathbb{N}$ we have $$left|sum_{m=r}^s x_{m,0}right|^2 = sum_{m=r}^s|x_{m,0}|^2 le sum_{m=r}^infty |x_{m,0}|^2
xrightarrow{r,s to infty} 0$$
so by completeness $y_0 := sum_{m=1}^infty x_{m,0}$ converges in $mathscr{H}$ and by $(*)$ we have $y_0 in bigoplus_{n = 1}^{infty} mathscr{H}_n$.
$(*)$ also means $$j ge N implies |y_0 - y_{m,j}| le fracvarepsilon2 < varepsilon$$ which means $y_{j} xrightarrow{jtoinfty} y_0$.
As in the answer by @p4sch, let $(y_n)_n$ be a Cauchy sequence in $bigoplus_{n = 1}^{infty} mathscr{H}_n$ with $y_n = sum_{m=1}^infty x_{m,n}$ and $x_{m,n} in mathscr{H}_m$.
For every $m in mathbb{N}$ we have
$$|x_{m,k} - x_{m,j}|^2 le sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 xrightarrow{k,jtoinfty} 0$$
so $(x_{m,k})_k$ is Cauchy in $mathscr{H}_m$. Since $mathscr{H}_m$ is complete, there exists $x_{m,0} in mathscr{H}_m$ such that $x_{m,k} xrightarrow{ktoinfty} x_m$.
Let $varepsilon > 0$ and pick $N in mathbb{N}$ such that $$k,j ge N implies sum_{m=1}^infty |x_{m,k} - x_{m,j}|^2 = |y_k - y_j|^2 < fracvarepsilon2$$
In particular, assuming $k,j ge N$ for any $K in mathbb{N}$ we have $$sum_{m=1}^K|x_{m,k} - x_{m,j}|^2 < fracvarepsilon2$$
Letting $k to infty$ implies
$$sum_{m=1}^K|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2$$
and since $K$ was arbitrary, it follows
$$sum_{m=1}^infty|x_{m,0} - x_{m,j}|^2 le fracvarepsilon2tag{$*$}$$
Now we have
$$sum_{m=1}^infty |x_{m,0}|^2 le sum_{m=1}^infty (|x_{m,0}-x_{m,j}| + |x_{m,j}|)^2 le 2left(sum_{m=1}^infty |x_{m,0}-x_{m,j}|^2 + sum_{m=1}^infty|x_{m,j}|^2right) < +infty$$
Hence for $r,s in mathbb{N}$ we have $$left|sum_{m=r}^s x_{m,0}right|^2 = sum_{m=r}^s|x_{m,0}|^2 le sum_{m=r}^infty |x_{m,0}|^2
xrightarrow{r,s to infty} 0$$
so by completeness $y_0 := sum_{m=1}^infty x_{m,0}$ converges in $mathscr{H}$ and by $(*)$ we have $y_0 in bigoplus_{n = 1}^{infty} mathscr{H}_n$.
$(*)$ also means $$j ge N implies |y_0 - y_{m,j}| le fracvarepsilon2 < varepsilon$$ which means $y_{j} xrightarrow{jtoinfty} y_0$.
edited Dec 1 at 23:41
answered Dec 1 at 21:58
mechanodroid
26.1k62245
26.1k62245
add a comment |
add a comment |
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