Why is ( U, $ Vert . Vert $ ) a Banach Space? The space of uniformly convergent Fourier series
$begingroup$
Consider $ U = { f in mathcal{C}_{2pi}, : S_n(f) : $converges uniformly on $ mathbb{R} } $ with $ Vert f Vert = $sup$_n Vert S_n (f) Vert_{infty } $
Show that $ (U, Vert .Vert ) $ is a Banach Space.
I am not sure how to go about the first step : how does f has an existing limit, and if f is equal to its Fourier series or not. Thanks for any help on this.
$ forall epsilon > 0 : exists N > 0, : forall p,q > N : $sup$_n Vert S_n (f_p - f_q) Vert_{infty } < epsilon $
How to show $ exists f, : f_n rightarrow f $ ?
Then after we need to prove $ f in U$
functional-analysis fourier-analysis banach-spaces fourier-series
$endgroup$
add a comment |
$begingroup$
Consider $ U = { f in mathcal{C}_{2pi}, : S_n(f) : $converges uniformly on $ mathbb{R} } $ with $ Vert f Vert = $sup$_n Vert S_n (f) Vert_{infty } $
Show that $ (U, Vert .Vert ) $ is a Banach Space.
I am not sure how to go about the first step : how does f has an existing limit, and if f is equal to its Fourier series or not. Thanks for any help on this.
$ forall epsilon > 0 : exists N > 0, : forall p,q > N : $sup$_n Vert S_n (f_p - f_q) Vert_{infty } < epsilon $
How to show $ exists f, : f_n rightarrow f $ ?
Then after we need to prove $ f in U$
functional-analysis fourier-analysis banach-spaces fourier-series
$endgroup$
$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31
add a comment |
$begingroup$
Consider $ U = { f in mathcal{C}_{2pi}, : S_n(f) : $converges uniformly on $ mathbb{R} } $ with $ Vert f Vert = $sup$_n Vert S_n (f) Vert_{infty } $
Show that $ (U, Vert .Vert ) $ is a Banach Space.
I am not sure how to go about the first step : how does f has an existing limit, and if f is equal to its Fourier series or not. Thanks for any help on this.
$ forall epsilon > 0 : exists N > 0, : forall p,q > N : $sup$_n Vert S_n (f_p - f_q) Vert_{infty } < epsilon $
How to show $ exists f, : f_n rightarrow f $ ?
Then after we need to prove $ f in U$
functional-analysis fourier-analysis banach-spaces fourier-series
$endgroup$
Consider $ U = { f in mathcal{C}_{2pi}, : S_n(f) : $converges uniformly on $ mathbb{R} } $ with $ Vert f Vert = $sup$_n Vert S_n (f) Vert_{infty } $
Show that $ (U, Vert .Vert ) $ is a Banach Space.
I am not sure how to go about the first step : how does f has an existing limit, and if f is equal to its Fourier series or not. Thanks for any help on this.
$ forall epsilon > 0 : exists N > 0, : forall p,q > N : $sup$_n Vert S_n (f_p - f_q) Vert_{infty } < epsilon $
How to show $ exists f, : f_n rightarrow f $ ?
Then after we need to prove $ f in U$
functional-analysis fourier-analysis banach-spaces fourier-series
functional-analysis fourier-analysis banach-spaces fourier-series
asked Jan 20 at 16:42


PsylexPsylex
1068
1068
$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31
add a comment |
$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31
$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
First, we are going to see that the condition
$$
| f |_U := sup_N | S_N(f) |_infty < infty tag{U}
$$
is equivalent to the fact that $S_N(f)$ converge to $f$ uniformly. First, if $S_N(f) to f$ uniformly, then, by continuity of the suppremum norm $|S_N(f)|_infty to |f|_infty$ and therefore the sequence $(| S_N(f) |_infty)_N$ is bounded. For the other direction we need to use that, for every $epsilon > 0$ and function $f$ satisfying (U), there is a $g in C[0,2pi]$ such that
- $quad displaystyle{sup_N | S_N(g -f)|_infty < epsilon}$
$quad S_N(g) to g$ in the $| |_infty$-norm.
Think of $g$ as a Schwartz class function approximating $f$. Notice also that, for every continuous function $h$, we have that
$$
| h |_infty leq sup_N |S_N(h) |_infty.
$$
Indeed, that holds for every trig. polynomial and you can extend by the Stone-Wierstrass theorem. The identity above implies that $|f-g|_infty < epsilon$.
Now, for every $f$ satisfying (U), you can pick $g_epsilon$ satisfying the two properties above, therefore:
begin{eqnarray}
& & |S_N(f) - f |_infty \
& leq & | S_N(f - g_epsilon) |_infty + | S_N(g_epsilon) - g_epsilon |_infty + | g_epsilon - f |_infty\
& leq & epsilon + | S_N(g_epsilon) - g_epsilon |_infty + epsilon to 2 , epsilon.
end{eqnarray}
Therefore the limit of the quantity above is smaller that $ 2 epsilon$, but since $epsilon > 0$ is arbitrary we have that the limit is $0$.
Obtaining that $U$ is a Banach space is a corollary, since for every sequence $f_j$ satisfying that
$$
sum_{j=1} | f_j |_U < infty
$$
it also holds that the sum above converge uniformly. Therefore there is a limit $f = sum_{j} f_j$. And checking that $f in U$ is a trivial calculation.
$endgroup$
add a comment |
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1 Answer
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1 Answer
1
active
oldest
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active
oldest
votes
active
oldest
votes
$begingroup$
First, we are going to see that the condition
$$
| f |_U := sup_N | S_N(f) |_infty < infty tag{U}
$$
is equivalent to the fact that $S_N(f)$ converge to $f$ uniformly. First, if $S_N(f) to f$ uniformly, then, by continuity of the suppremum norm $|S_N(f)|_infty to |f|_infty$ and therefore the sequence $(| S_N(f) |_infty)_N$ is bounded. For the other direction we need to use that, for every $epsilon > 0$ and function $f$ satisfying (U), there is a $g in C[0,2pi]$ such that
- $quad displaystyle{sup_N | S_N(g -f)|_infty < epsilon}$
$quad S_N(g) to g$ in the $| |_infty$-norm.
Think of $g$ as a Schwartz class function approximating $f$. Notice also that, for every continuous function $h$, we have that
$$
| h |_infty leq sup_N |S_N(h) |_infty.
$$
Indeed, that holds for every trig. polynomial and you can extend by the Stone-Wierstrass theorem. The identity above implies that $|f-g|_infty < epsilon$.
Now, for every $f$ satisfying (U), you can pick $g_epsilon$ satisfying the two properties above, therefore:
begin{eqnarray}
& & |S_N(f) - f |_infty \
& leq & | S_N(f - g_epsilon) |_infty + | S_N(g_epsilon) - g_epsilon |_infty + | g_epsilon - f |_infty\
& leq & epsilon + | S_N(g_epsilon) - g_epsilon |_infty + epsilon to 2 , epsilon.
end{eqnarray}
Therefore the limit of the quantity above is smaller that $ 2 epsilon$, but since $epsilon > 0$ is arbitrary we have that the limit is $0$.
Obtaining that $U$ is a Banach space is a corollary, since for every sequence $f_j$ satisfying that
$$
sum_{j=1} | f_j |_U < infty
$$
it also holds that the sum above converge uniformly. Therefore there is a limit $f = sum_{j} f_j$. And checking that $f in U$ is a trivial calculation.
$endgroup$
add a comment |
$begingroup$
First, we are going to see that the condition
$$
| f |_U := sup_N | S_N(f) |_infty < infty tag{U}
$$
is equivalent to the fact that $S_N(f)$ converge to $f$ uniformly. First, if $S_N(f) to f$ uniformly, then, by continuity of the suppremum norm $|S_N(f)|_infty to |f|_infty$ and therefore the sequence $(| S_N(f) |_infty)_N$ is bounded. For the other direction we need to use that, for every $epsilon > 0$ and function $f$ satisfying (U), there is a $g in C[0,2pi]$ such that
- $quad displaystyle{sup_N | S_N(g -f)|_infty < epsilon}$
$quad S_N(g) to g$ in the $| |_infty$-norm.
Think of $g$ as a Schwartz class function approximating $f$. Notice also that, for every continuous function $h$, we have that
$$
| h |_infty leq sup_N |S_N(h) |_infty.
$$
Indeed, that holds for every trig. polynomial and you can extend by the Stone-Wierstrass theorem. The identity above implies that $|f-g|_infty < epsilon$.
Now, for every $f$ satisfying (U), you can pick $g_epsilon$ satisfying the two properties above, therefore:
begin{eqnarray}
& & |S_N(f) - f |_infty \
& leq & | S_N(f - g_epsilon) |_infty + | S_N(g_epsilon) - g_epsilon |_infty + | g_epsilon - f |_infty\
& leq & epsilon + | S_N(g_epsilon) - g_epsilon |_infty + epsilon to 2 , epsilon.
end{eqnarray}
Therefore the limit of the quantity above is smaller that $ 2 epsilon$, but since $epsilon > 0$ is arbitrary we have that the limit is $0$.
Obtaining that $U$ is a Banach space is a corollary, since for every sequence $f_j$ satisfying that
$$
sum_{j=1} | f_j |_U < infty
$$
it also holds that the sum above converge uniformly. Therefore there is a limit $f = sum_{j} f_j$. And checking that $f in U$ is a trivial calculation.
$endgroup$
add a comment |
$begingroup$
First, we are going to see that the condition
$$
| f |_U := sup_N | S_N(f) |_infty < infty tag{U}
$$
is equivalent to the fact that $S_N(f)$ converge to $f$ uniformly. First, if $S_N(f) to f$ uniformly, then, by continuity of the suppremum norm $|S_N(f)|_infty to |f|_infty$ and therefore the sequence $(| S_N(f) |_infty)_N$ is bounded. For the other direction we need to use that, for every $epsilon > 0$ and function $f$ satisfying (U), there is a $g in C[0,2pi]$ such that
- $quad displaystyle{sup_N | S_N(g -f)|_infty < epsilon}$
$quad S_N(g) to g$ in the $| |_infty$-norm.
Think of $g$ as a Schwartz class function approximating $f$. Notice also that, for every continuous function $h$, we have that
$$
| h |_infty leq sup_N |S_N(h) |_infty.
$$
Indeed, that holds for every trig. polynomial and you can extend by the Stone-Wierstrass theorem. The identity above implies that $|f-g|_infty < epsilon$.
Now, for every $f$ satisfying (U), you can pick $g_epsilon$ satisfying the two properties above, therefore:
begin{eqnarray}
& & |S_N(f) - f |_infty \
& leq & | S_N(f - g_epsilon) |_infty + | S_N(g_epsilon) - g_epsilon |_infty + | g_epsilon - f |_infty\
& leq & epsilon + | S_N(g_epsilon) - g_epsilon |_infty + epsilon to 2 , epsilon.
end{eqnarray}
Therefore the limit of the quantity above is smaller that $ 2 epsilon$, but since $epsilon > 0$ is arbitrary we have that the limit is $0$.
Obtaining that $U$ is a Banach space is a corollary, since for every sequence $f_j$ satisfying that
$$
sum_{j=1} | f_j |_U < infty
$$
it also holds that the sum above converge uniformly. Therefore there is a limit $f = sum_{j} f_j$. And checking that $f in U$ is a trivial calculation.
$endgroup$
First, we are going to see that the condition
$$
| f |_U := sup_N | S_N(f) |_infty < infty tag{U}
$$
is equivalent to the fact that $S_N(f)$ converge to $f$ uniformly. First, if $S_N(f) to f$ uniformly, then, by continuity of the suppremum norm $|S_N(f)|_infty to |f|_infty$ and therefore the sequence $(| S_N(f) |_infty)_N$ is bounded. For the other direction we need to use that, for every $epsilon > 0$ and function $f$ satisfying (U), there is a $g in C[0,2pi]$ such that
- $quad displaystyle{sup_N | S_N(g -f)|_infty < epsilon}$
$quad S_N(g) to g$ in the $| |_infty$-norm.
Think of $g$ as a Schwartz class function approximating $f$. Notice also that, for every continuous function $h$, we have that
$$
| h |_infty leq sup_N |S_N(h) |_infty.
$$
Indeed, that holds for every trig. polynomial and you can extend by the Stone-Wierstrass theorem. The identity above implies that $|f-g|_infty < epsilon$.
Now, for every $f$ satisfying (U), you can pick $g_epsilon$ satisfying the two properties above, therefore:
begin{eqnarray}
& & |S_N(f) - f |_infty \
& leq & | S_N(f - g_epsilon) |_infty + | S_N(g_epsilon) - g_epsilon |_infty + | g_epsilon - f |_infty\
& leq & epsilon + | S_N(g_epsilon) - g_epsilon |_infty + epsilon to 2 , epsilon.
end{eqnarray}
Therefore the limit of the quantity above is smaller that $ 2 epsilon$, but since $epsilon > 0$ is arbitrary we have that the limit is $0$.
Obtaining that $U$ is a Banach space is a corollary, since for every sequence $f_j$ satisfying that
$$
sum_{j=1} | f_j |_U < infty
$$
it also holds that the sum above converge uniformly. Therefore there is a limit $f = sum_{j} f_j$. And checking that $f in U$ is a trivial calculation.
answered Jan 21 at 13:44


Adrián González-PérezAdrián González-Pérez
1,196139
1,196139
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$begingroup$
(I made a mistake in my first comment, here is the ediited version): The "first step" is an ambiguous term. Please clarify what you mean. I understand that you want to prove that uniform boundedness of the partial sums is equivalent to uniform convergence of the Fourier series. You can use convergence in a "good" dense subspace, plus the uniform condition.
$endgroup$
– Adrián González-Pérez
Jan 21 at 12:48
$begingroup$
Thanks for your answer. I tried the method of "finding" a suitable limit for a sequence $ f_j $ but as you did it's better to prove that absolute convergence of a series in U implies simple convergence and this proves that U is indeed a Banach.
$endgroup$
– Psylex
Jan 22 at 7:31