Separable Hilbert Space












2












$begingroup$


Let $mathcal{H}$ be a separable Hilbert space with complete orthonormal system $e_{1},e_{2},ldots$



(a) Let $T:mathcal{H}rightarrowmathcal{H}$ be a continuous linear operator. Suppose that there is a sequence $(v_{i})_{igeq1}$ of strictly positive numbers, and numbers $lambda,mugeq 0$, with the property that,
begin{align}
sum_{j=1}^{infty} |(Te_{j}|e_{i})|v_{j} &leqlambda v_{i}\[3pt]
sum_{i=1}^{infty} |(Te_{j}|e_{i})|v_{i} &leqmu v_{j},
end{align}

for all $i,jgeq 1$. Show that $|T|leqsqrt{lambdamu}$.



Hint: Apply Parseval's Identity to $|Tx|^{2}$. Expand $x$ into it's Fourier series to see that
begin{align}
|(Tx|e_{i})|leqsum_{j=1}^{infty}|(x|e_{j})||(Te_{j}|e_{i})|.
end{align}

Then write $|(x|e_{j})||(Te_{j}|e_{i})|=bigg(|(x|e_{j})|v_{j}^{-1/2}|(Te_{j}|e_{i})|^{1/2}bigg)bigg(|(Te_{j}|e_{i})|^{1/2}v_{j}^{1/2}bigg)$.



(b) Suppose that $T:mathcal{H}rightarrowmathcal{H}$ is a continuous linear operator with,
begin{align}
(Te_{j}|e_{i})=(i+j-1)^{-1}.
end{align}

Show that $|T|leqpi$.



Hint: Use (a) with $v_{j}=(j-frac{1}{2})^{-1/2}$, and approximate sums by integrals.



I have completed part (a), but I am confused by part (b) of the question. When the hint mentions to approximate sums by integrals, is it talking about the inequalities given in part (a)? or part of the working for part (a) where the inequality in the hint comes in to play?










share|cite|improve this question











$endgroup$

















    2












    $begingroup$


    Let $mathcal{H}$ be a separable Hilbert space with complete orthonormal system $e_{1},e_{2},ldots$



    (a) Let $T:mathcal{H}rightarrowmathcal{H}$ be a continuous linear operator. Suppose that there is a sequence $(v_{i})_{igeq1}$ of strictly positive numbers, and numbers $lambda,mugeq 0$, with the property that,
    begin{align}
    sum_{j=1}^{infty} |(Te_{j}|e_{i})|v_{j} &leqlambda v_{i}\[3pt]
    sum_{i=1}^{infty} |(Te_{j}|e_{i})|v_{i} &leqmu v_{j},
    end{align}

    for all $i,jgeq 1$. Show that $|T|leqsqrt{lambdamu}$.



    Hint: Apply Parseval's Identity to $|Tx|^{2}$. Expand $x$ into it's Fourier series to see that
    begin{align}
    |(Tx|e_{i})|leqsum_{j=1}^{infty}|(x|e_{j})||(Te_{j}|e_{i})|.
    end{align}

    Then write $|(x|e_{j})||(Te_{j}|e_{i})|=bigg(|(x|e_{j})|v_{j}^{-1/2}|(Te_{j}|e_{i})|^{1/2}bigg)bigg(|(Te_{j}|e_{i})|^{1/2}v_{j}^{1/2}bigg)$.



    (b) Suppose that $T:mathcal{H}rightarrowmathcal{H}$ is a continuous linear operator with,
    begin{align}
    (Te_{j}|e_{i})=(i+j-1)^{-1}.
    end{align}

    Show that $|T|leqpi$.



    Hint: Use (a) with $v_{j}=(j-frac{1}{2})^{-1/2}$, and approximate sums by integrals.



    I have completed part (a), but I am confused by part (b) of the question. When the hint mentions to approximate sums by integrals, is it talking about the inequalities given in part (a)? or part of the working for part (a) where the inequality in the hint comes in to play?










    share|cite|improve this question











    $endgroup$















      2












      2








      2


      1



      $begingroup$


      Let $mathcal{H}$ be a separable Hilbert space with complete orthonormal system $e_{1},e_{2},ldots$



      (a) Let $T:mathcal{H}rightarrowmathcal{H}$ be a continuous linear operator. Suppose that there is a sequence $(v_{i})_{igeq1}$ of strictly positive numbers, and numbers $lambda,mugeq 0$, with the property that,
      begin{align}
      sum_{j=1}^{infty} |(Te_{j}|e_{i})|v_{j} &leqlambda v_{i}\[3pt]
      sum_{i=1}^{infty} |(Te_{j}|e_{i})|v_{i} &leqmu v_{j},
      end{align}

      for all $i,jgeq 1$. Show that $|T|leqsqrt{lambdamu}$.



      Hint: Apply Parseval's Identity to $|Tx|^{2}$. Expand $x$ into it's Fourier series to see that
      begin{align}
      |(Tx|e_{i})|leqsum_{j=1}^{infty}|(x|e_{j})||(Te_{j}|e_{i})|.
      end{align}

      Then write $|(x|e_{j})||(Te_{j}|e_{i})|=bigg(|(x|e_{j})|v_{j}^{-1/2}|(Te_{j}|e_{i})|^{1/2}bigg)bigg(|(Te_{j}|e_{i})|^{1/2}v_{j}^{1/2}bigg)$.



      (b) Suppose that $T:mathcal{H}rightarrowmathcal{H}$ is a continuous linear operator with,
      begin{align}
      (Te_{j}|e_{i})=(i+j-1)^{-1}.
      end{align}

      Show that $|T|leqpi$.



      Hint: Use (a) with $v_{j}=(j-frac{1}{2})^{-1/2}$, and approximate sums by integrals.



      I have completed part (a), but I am confused by part (b) of the question. When the hint mentions to approximate sums by integrals, is it talking about the inequalities given in part (a)? or part of the working for part (a) where the inequality in the hint comes in to play?










      share|cite|improve this question











      $endgroup$




      Let $mathcal{H}$ be a separable Hilbert space with complete orthonormal system $e_{1},e_{2},ldots$



      (a) Let $T:mathcal{H}rightarrowmathcal{H}$ be a continuous linear operator. Suppose that there is a sequence $(v_{i})_{igeq1}$ of strictly positive numbers, and numbers $lambda,mugeq 0$, with the property that,
      begin{align}
      sum_{j=1}^{infty} |(Te_{j}|e_{i})|v_{j} &leqlambda v_{i}\[3pt]
      sum_{i=1}^{infty} |(Te_{j}|e_{i})|v_{i} &leqmu v_{j},
      end{align}

      for all $i,jgeq 1$. Show that $|T|leqsqrt{lambdamu}$.



      Hint: Apply Parseval's Identity to $|Tx|^{2}$. Expand $x$ into it's Fourier series to see that
      begin{align}
      |(Tx|e_{i})|leqsum_{j=1}^{infty}|(x|e_{j})||(Te_{j}|e_{i})|.
      end{align}

      Then write $|(x|e_{j})||(Te_{j}|e_{i})|=bigg(|(x|e_{j})|v_{j}^{-1/2}|(Te_{j}|e_{i})|^{1/2}bigg)bigg(|(Te_{j}|e_{i})|^{1/2}v_{j}^{1/2}bigg)$.



      (b) Suppose that $T:mathcal{H}rightarrowmathcal{H}$ is a continuous linear operator with,
      begin{align}
      (Te_{j}|e_{i})=(i+j-1)^{-1}.
      end{align}

      Show that $|T|leqpi$.



      Hint: Use (a) with $v_{j}=(j-frac{1}{2})^{-1/2}$, and approximate sums by integrals.



      I have completed part (a), but I am confused by part (b) of the question. When the hint mentions to approximate sums by integrals, is it talking about the inequalities given in part (a)? or part of the working for part (a) where the inequality in the hint comes in to play?







      functional-analysis inequality inner-product-space orthonormal






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Jan 28 at 22:05









      Yaddle

      3,136829




      3,136829










      asked Jan 28 at 4:10









      JackJack

      937




      937






















          1 Answer
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          3












          $begingroup$

          Starting from the hint one obtains
          $$ sum_{j = 1}^infty vert (Te_j, e_i) vert v_j = sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}}.$$
          Now the summands behave like $a_j := ((i + j - 1) sqrt{j - 1/2})^{-1} = mathcal O(j^{-3/2})$ for each $i in mathbb N$ , so the sum converges for all $i in mathbb N$. Moreover, the sequence $(a_j)_{j in mathbb N}$ is decreasing for each $i in mathbb N$. So by the integral test the integral
          $$ int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx$$ is finite for all $i in mathbb N$ and one has
          begin{align*}
          sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} &leq frac{sqrt 2}{i} + int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx \
          &= frac{sqrt 2}{i} + 2 frac{arctan(sqrt{2 i - 1})}{sqrt{i - 1/2}} \
          &= left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i.
          end{align*}

          Now the first factor in the estimate still depends on $i$. But the function
          $$ g : x mapsto frac{sqrt 2 sqrt{x - 1/2}}{x} + 2 arctan(sqrt{2 x - 1})$$
          is increasing on $[1/2, infty)$ and one clearly has that $lim_{x to infty} g(x) = pi$. So finally we obtain the estimate
          begin{align*}
          sum_{j = 1}^infty vert (Te_j, e_i) vert v_j &= sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} \
          &leq left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i leq pi v_i.
          end{align*}

          By interchanging the roles of $i$ and $j$ one obtains analogously that
          $$sum_{i = 1}^infty vert (Te_j, e_i) vert v_j leq pi v_j. $$
          So (a) yields that $Vert T Vert leq sqrt{pi^2} = pi$ which is the desired estimate. I hope it got clear :)






          share|cite|improve this answer









          $endgroup$









          • 1




            $begingroup$
            This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
            $endgroup$
            – Jack
            Jan 29 at 1:18










          • $begingroup$
            @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
            $endgroup$
            – Yaddle
            Jan 29 at 8:30












          • $begingroup$
            Thank you. Got it now.
            $endgroup$
            – Jack
            Jan 30 at 1:39











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          1 Answer
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          1 Answer
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          active

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          3












          $begingroup$

          Starting from the hint one obtains
          $$ sum_{j = 1}^infty vert (Te_j, e_i) vert v_j = sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}}.$$
          Now the summands behave like $a_j := ((i + j - 1) sqrt{j - 1/2})^{-1} = mathcal O(j^{-3/2})$ for each $i in mathbb N$ , so the sum converges for all $i in mathbb N$. Moreover, the sequence $(a_j)_{j in mathbb N}$ is decreasing for each $i in mathbb N$. So by the integral test the integral
          $$ int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx$$ is finite for all $i in mathbb N$ and one has
          begin{align*}
          sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} &leq frac{sqrt 2}{i} + int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx \
          &= frac{sqrt 2}{i} + 2 frac{arctan(sqrt{2 i - 1})}{sqrt{i - 1/2}} \
          &= left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i.
          end{align*}

          Now the first factor in the estimate still depends on $i$. But the function
          $$ g : x mapsto frac{sqrt 2 sqrt{x - 1/2}}{x} + 2 arctan(sqrt{2 x - 1})$$
          is increasing on $[1/2, infty)$ and one clearly has that $lim_{x to infty} g(x) = pi$. So finally we obtain the estimate
          begin{align*}
          sum_{j = 1}^infty vert (Te_j, e_i) vert v_j &= sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} \
          &leq left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i leq pi v_i.
          end{align*}

          By interchanging the roles of $i$ and $j$ one obtains analogously that
          $$sum_{i = 1}^infty vert (Te_j, e_i) vert v_j leq pi v_j. $$
          So (a) yields that $Vert T Vert leq sqrt{pi^2} = pi$ which is the desired estimate. I hope it got clear :)






          share|cite|improve this answer









          $endgroup$









          • 1




            $begingroup$
            This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
            $endgroup$
            – Jack
            Jan 29 at 1:18










          • $begingroup$
            @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
            $endgroup$
            – Yaddle
            Jan 29 at 8:30












          • $begingroup$
            Thank you. Got it now.
            $endgroup$
            – Jack
            Jan 30 at 1:39
















          3












          $begingroup$

          Starting from the hint one obtains
          $$ sum_{j = 1}^infty vert (Te_j, e_i) vert v_j = sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}}.$$
          Now the summands behave like $a_j := ((i + j - 1) sqrt{j - 1/2})^{-1} = mathcal O(j^{-3/2})$ for each $i in mathbb N$ , so the sum converges for all $i in mathbb N$. Moreover, the sequence $(a_j)_{j in mathbb N}$ is decreasing for each $i in mathbb N$. So by the integral test the integral
          $$ int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx$$ is finite for all $i in mathbb N$ and one has
          begin{align*}
          sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} &leq frac{sqrt 2}{i} + int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx \
          &= frac{sqrt 2}{i} + 2 frac{arctan(sqrt{2 i - 1})}{sqrt{i - 1/2}} \
          &= left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i.
          end{align*}

          Now the first factor in the estimate still depends on $i$. But the function
          $$ g : x mapsto frac{sqrt 2 sqrt{x - 1/2}}{x} + 2 arctan(sqrt{2 x - 1})$$
          is increasing on $[1/2, infty)$ and one clearly has that $lim_{x to infty} g(x) = pi$. So finally we obtain the estimate
          begin{align*}
          sum_{j = 1}^infty vert (Te_j, e_i) vert v_j &= sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} \
          &leq left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i leq pi v_i.
          end{align*}

          By interchanging the roles of $i$ and $j$ one obtains analogously that
          $$sum_{i = 1}^infty vert (Te_j, e_i) vert v_j leq pi v_j. $$
          So (a) yields that $Vert T Vert leq sqrt{pi^2} = pi$ which is the desired estimate. I hope it got clear :)






          share|cite|improve this answer









          $endgroup$









          • 1




            $begingroup$
            This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
            $endgroup$
            – Jack
            Jan 29 at 1:18










          • $begingroup$
            @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
            $endgroup$
            – Yaddle
            Jan 29 at 8:30












          • $begingroup$
            Thank you. Got it now.
            $endgroup$
            – Jack
            Jan 30 at 1:39














          3












          3








          3





          $begingroup$

          Starting from the hint one obtains
          $$ sum_{j = 1}^infty vert (Te_j, e_i) vert v_j = sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}}.$$
          Now the summands behave like $a_j := ((i + j - 1) sqrt{j - 1/2})^{-1} = mathcal O(j^{-3/2})$ for each $i in mathbb N$ , so the sum converges for all $i in mathbb N$. Moreover, the sequence $(a_j)_{j in mathbb N}$ is decreasing for each $i in mathbb N$. So by the integral test the integral
          $$ int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx$$ is finite for all $i in mathbb N$ and one has
          begin{align*}
          sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} &leq frac{sqrt 2}{i} + int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx \
          &= frac{sqrt 2}{i} + 2 frac{arctan(sqrt{2 i - 1})}{sqrt{i - 1/2}} \
          &= left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i.
          end{align*}

          Now the first factor in the estimate still depends on $i$. But the function
          $$ g : x mapsto frac{sqrt 2 sqrt{x - 1/2}}{x} + 2 arctan(sqrt{2 x - 1})$$
          is increasing on $[1/2, infty)$ and one clearly has that $lim_{x to infty} g(x) = pi$. So finally we obtain the estimate
          begin{align*}
          sum_{j = 1}^infty vert (Te_j, e_i) vert v_j &= sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} \
          &leq left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i leq pi v_i.
          end{align*}

          By interchanging the roles of $i$ and $j$ one obtains analogously that
          $$sum_{i = 1}^infty vert (Te_j, e_i) vert v_j leq pi v_j. $$
          So (a) yields that $Vert T Vert leq sqrt{pi^2} = pi$ which is the desired estimate. I hope it got clear :)






          share|cite|improve this answer









          $endgroup$



          Starting from the hint one obtains
          $$ sum_{j = 1}^infty vert (Te_j, e_i) vert v_j = sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}}.$$
          Now the summands behave like $a_j := ((i + j - 1) sqrt{j - 1/2})^{-1} = mathcal O(j^{-3/2})$ for each $i in mathbb N$ , so the sum converges for all $i in mathbb N$. Moreover, the sequence $(a_j)_{j in mathbb N}$ is decreasing for each $i in mathbb N$. So by the integral test the integral
          $$ int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx$$ is finite for all $i in mathbb N$ and one has
          begin{align*}
          sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} &leq frac{sqrt 2}{i} + int_1^infty frac{1}{(i + x - 1) sqrt{x - 1/2}} , dx \
          &= frac{sqrt 2}{i} + 2 frac{arctan(sqrt{2 i - 1})}{sqrt{i - 1/2}} \
          &= left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i.
          end{align*}

          Now the first factor in the estimate still depends on $i$. But the function
          $$ g : x mapsto frac{sqrt 2 sqrt{x - 1/2}}{x} + 2 arctan(sqrt{2 x - 1})$$
          is increasing on $[1/2, infty)$ and one clearly has that $lim_{x to infty} g(x) = pi$. So finally we obtain the estimate
          begin{align*}
          sum_{j = 1}^infty vert (Te_j, e_i) vert v_j &= sum_{j = 1}^infty frac{1}{(i + j - 1) sqrt{j - 1/2}} \
          &leq left(frac{sqrt 2 sqrt{i - 1/2}}{i} + 2 arctan(sqrt{2 i - 1}) right) v_i leq pi v_i.
          end{align*}

          By interchanging the roles of $i$ and $j$ one obtains analogously that
          $$sum_{i = 1}^infty vert (Te_j, e_i) vert v_j leq pi v_j. $$
          So (a) yields that $Vert T Vert leq sqrt{pi^2} = pi$ which is the desired estimate. I hope it got clear :)







          share|cite|improve this answer












          share|cite|improve this answer



          share|cite|improve this answer










          answered Jan 28 at 23:03









          YaddleYaddle

          3,136829




          3,136829








          • 1




            $begingroup$
            This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
            $endgroup$
            – Jack
            Jan 29 at 1:18










          • $begingroup$
            @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
            $endgroup$
            – Yaddle
            Jan 29 at 8:30












          • $begingroup$
            Thank you. Got it now.
            $endgroup$
            – Jack
            Jan 30 at 1:39














          • 1




            $begingroup$
            This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
            $endgroup$
            – Jack
            Jan 29 at 1:18










          • $begingroup$
            @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
            $endgroup$
            – Yaddle
            Jan 29 at 8:30












          • $begingroup$
            Thank you. Got it now.
            $endgroup$
            – Jack
            Jan 30 at 1:39








          1




          1




          $begingroup$
          This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
          $endgroup$
          – Jack
          Jan 29 at 1:18




          $begingroup$
          This is fantastic. Can you please clarify where the $frac{sqrt{2}}{i}$ term in the integral approximation of the sum comes from? I am not that familiar with approximating sums by integrals.
          $endgroup$
          – Jack
          Jan 29 at 1:18












          $begingroup$
          @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
          $endgroup$
          – Yaddle
          Jan 29 at 8:30






          $begingroup$
          @Jack Look at the first remark in the article on the integral test. From there you obtain the estimate $sum_{j = 1}^infty g(j) leq g(1) + int_1^infty g(x) , dx$. The term $sqrt 2 / i$ is just $g(1)$.
          $endgroup$
          – Yaddle
          Jan 29 at 8:30














          $begingroup$
          Thank you. Got it now.
          $endgroup$
          – Jack
          Jan 30 at 1:39




          $begingroup$
          Thank you. Got it now.
          $endgroup$
          – Jack
          Jan 30 at 1:39


















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