Why is ( U, $ Vert . Vert $ ) a Banach Space? The space of uniformly convergent Fourier series












2












$begingroup$


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$










share|cite|improve this question









$endgroup$












  • $begingroup$
    (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
















2












$begingroup$


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$










share|cite|improve this question









$endgroup$












  • $begingroup$
    (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














2












2








2





$begingroup$


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$










share|cite|improve this question









$endgroup$




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






share|cite|improve this question













share|cite|improve this question











share|cite|improve this question




share|cite|improve this question










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


















  • $begingroup$
    (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










1 Answer
1






active

oldest

votes


















1












$begingroup$

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.






share|cite|improve this answer









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    active

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    1












    $begingroup$

    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.






    share|cite|improve this answer









    $endgroup$


















      1












      $begingroup$

      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.






      share|cite|improve this answer









      $endgroup$
















        1












        1








        1





        $begingroup$

        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.






        share|cite|improve this answer









        $endgroup$



        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.







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Jan 21 at 13:44









        Adrián González-PérezAdrián González-Pérez

        1,196139




        1,196139






























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