Asymptotic behavior of $sumlimits_{k=1}^n frac{2^k}{k}$
up vote
10
down vote
favorite
I'm looking for an asymptotic equivalent of
$$sum_{0 < k le n} frac{2^k}{k}$$
as $n to infty$. A plausible candidate seems to be $frac{2^{n+1}}{n+1}$ (WolframAlpha plot, and the intuitive similarity with $sum_{k le n} 2^k = 2^{n+1}$ is also appealing), but my usual tricks seem powerless here.
I've tried:
- Interpreting $x^k/k$ as the primitive of $x^{k-1}$ and setting $x=2$
- Replacing $2^k/k$ with $int_{x=0}^2 x^{k-1}$
- Reordering the sum's terms to expose log-resembling sub-sums like $sum_k 1/k$
- Finding lower and upper bounds asymptotically equivalent to $frac{2^{n+1}}{n+1}$ -- the lower bound is easy ($sumlimits_{k le n} frac{2^k}{k} ge sumlimits_{k le n} frac{2^k}{n+1} ge frac{sumlimits_{k le n} 2^k}{n+1} ge frac{2^{n+1}}{n+1}$), but the upper bound seems trickier (I couldn't think of a sequence $varepsilon_k in o(2^k/k)$ that would make it easy to estimate $sum_{0 < k le n} 2^k/k - varepsilon_k$)
- ... and a few others, to no avail
Any hints?
sequences-and-series asymptotics power-series
add a comment |
up vote
10
down vote
favorite
I'm looking for an asymptotic equivalent of
$$sum_{0 < k le n} frac{2^k}{k}$$
as $n to infty$. A plausible candidate seems to be $frac{2^{n+1}}{n+1}$ (WolframAlpha plot, and the intuitive similarity with $sum_{k le n} 2^k = 2^{n+1}$ is also appealing), but my usual tricks seem powerless here.
I've tried:
- Interpreting $x^k/k$ as the primitive of $x^{k-1}$ and setting $x=2$
- Replacing $2^k/k$ with $int_{x=0}^2 x^{k-1}$
- Reordering the sum's terms to expose log-resembling sub-sums like $sum_k 1/k$
- Finding lower and upper bounds asymptotically equivalent to $frac{2^{n+1}}{n+1}$ -- the lower bound is easy ($sumlimits_{k le n} frac{2^k}{k} ge sumlimits_{k le n} frac{2^k}{n+1} ge frac{sumlimits_{k le n} 2^k}{n+1} ge frac{2^{n+1}}{n+1}$), but the upper bound seems trickier (I couldn't think of a sequence $varepsilon_k in o(2^k/k)$ that would make it easy to estimate $sum_{0 < k le n} 2^k/k - varepsilon_k$)
- ... and a few others, to no avail
Any hints?
sequences-and-series asymptotics power-series
I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
1
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08
add a comment |
up vote
10
down vote
favorite
up vote
10
down vote
favorite
I'm looking for an asymptotic equivalent of
$$sum_{0 < k le n} frac{2^k}{k}$$
as $n to infty$. A plausible candidate seems to be $frac{2^{n+1}}{n+1}$ (WolframAlpha plot, and the intuitive similarity with $sum_{k le n} 2^k = 2^{n+1}$ is also appealing), but my usual tricks seem powerless here.
I've tried:
- Interpreting $x^k/k$ as the primitive of $x^{k-1}$ and setting $x=2$
- Replacing $2^k/k$ with $int_{x=0}^2 x^{k-1}$
- Reordering the sum's terms to expose log-resembling sub-sums like $sum_k 1/k$
- Finding lower and upper bounds asymptotically equivalent to $frac{2^{n+1}}{n+1}$ -- the lower bound is easy ($sumlimits_{k le n} frac{2^k}{k} ge sumlimits_{k le n} frac{2^k}{n+1} ge frac{sumlimits_{k le n} 2^k}{n+1} ge frac{2^{n+1}}{n+1}$), but the upper bound seems trickier (I couldn't think of a sequence $varepsilon_k in o(2^k/k)$ that would make it easy to estimate $sum_{0 < k le n} 2^k/k - varepsilon_k$)
- ... and a few others, to no avail
Any hints?
sequences-and-series asymptotics power-series
I'm looking for an asymptotic equivalent of
$$sum_{0 < k le n} frac{2^k}{k}$$
as $n to infty$. A plausible candidate seems to be $frac{2^{n+1}}{n+1}$ (WolframAlpha plot, and the intuitive similarity with $sum_{k le n} 2^k = 2^{n+1}$ is also appealing), but my usual tricks seem powerless here.
I've tried:
- Interpreting $x^k/k$ as the primitive of $x^{k-1}$ and setting $x=2$
- Replacing $2^k/k$ with $int_{x=0}^2 x^{k-1}$
- Reordering the sum's terms to expose log-resembling sub-sums like $sum_k 1/k$
- Finding lower and upper bounds asymptotically equivalent to $frac{2^{n+1}}{n+1}$ -- the lower bound is easy ($sumlimits_{k le n} frac{2^k}{k} ge sumlimits_{k le n} frac{2^k}{n+1} ge frac{sumlimits_{k le n} 2^k}{n+1} ge frac{2^{n+1}}{n+1}$), but the upper bound seems trickier (I couldn't think of a sequence $varepsilon_k in o(2^k/k)$ that would make it easy to estimate $sum_{0 < k le n} 2^k/k - varepsilon_k$)
- ... and a few others, to no avail
Any hints?
sequences-and-series asymptotics power-series
sequences-and-series asymptotics power-series
edited Jul 4 '17 at 5:32
RRL
48.4k42573
48.4k42573
asked Aug 5 '14 at 17:46
Clément
3991215
3991215
I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
1
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08
add a comment |
I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
1
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08
I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
1
1
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08
add a comment |
5 Answers
5
active
oldest
votes
up vote
10
down vote
accepted
For every $n$, $$S_n=sum_{k=1}^nfrac1k2^kgeqslantsum_{k=1}^nfrac1n2^k=frac1n(2^{n+1}-1).$$
On the other hand, for every $u$ in $(0,1)$, $$S_n=sum_{klt un}frac1k2^k+sum_{unleqslant kleqslant n}frac1k2^kleqslantsum_{klt un}2^k+sum_{unleqslant kleqslant n}frac1{un}2^kleqslant2^{un+1}+frac1{un}2^{n+1}.$$ Thus,
$$
2-frac1{2^n}leqslantfrac{n}{2^n}S_nleqslantfrac2u+frac{2n}{2^{(1-u)n}}
$$ which implies $$2leqslantliminf_{ntoinfty}frac{n}{2^n}S_nleqslantlimsup_{ntoinfty}frac{n}{2^n}S_nleqslantfrac2u$$
This holds for every $ult1$ hence
$$lim_{ntoinfty}frac{n}{2^n}S_n=2.$$
(Which confirms your intuition.)
Likewise, for every real number $alpha$, $$lim_{ntoinfty}frac{n^alpha}{2^n}sum_{k=1}^nfrac{2^k}{k^alpha}=2.$$
Likewise (bis), for every real number $xgt1$ and every real number $alpha$,
$$lim_{ntoinfty}frac{n^alpha}{x^n}sum_{k=1}^nfrac{x^k}{k^alpha}=frac{x}{x-1}.$$
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
add a comment |
up vote
6
down vote
The Euler-Maclaurin summation formula is useful for approximating sums and often reveals the asymptotic behavior with only a few terms. This problem is an interesting application because the precise asymptotic behavior requires summing an infinite number of terms with Bernoulli numbers as coefficients - the terms that are typically neglected.
Using the Euler-Maclaurin summation formula with $f(x) = 2^x/x$
$$sum_{k=1}^{n}frac{2^k}{k} = C+int_{1}^{n}f(x),dx + frac1{2}f(n)+frac{B_2}{2!}f'(n) + frac{B_4}{4!}f'''(n)+ ldots.$$
The integral is the exponential integral which behaves asymptotically as $Ei(x) sim e^x/x$ as $x rightarrow infty:$
$$int_{1}^{n}f(x),dx=int_{1}^{n}frac{2^x}{x},dx= Ei(nlog2)-Ei(log2) sim frac{e^{nlog 2}}{nlog 2}.$$
Taking the odd-order derivatives we find a pattern
$$f'(x) = frac{2^x}{x}left(log2-frac1{x}right)simfrac{2^x}{x}log2\
f'''(x) = frac{2^x}{x}left[left(log2-frac1{x}right)^3+O(x^{-2})right]simfrac{2^x}{x}(log 2)^3\ ldots$$
Hence,
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(frac{B_2}{2!}(log 2)^2 + frac{B_4}{4!}(log 2)^4+ ldotsright)right],,(*)$$
The trailing terms can be summed exactly. The generating function for the Bernoulli numbers is $x/(e^x-1)$ where
$$frac{x}{e^x-1} = sum_{k=0}^{infty}frac{B_kx^k}{k!}.$$
The first two Bernoulli numbers are $B_0 = 1$ and $B_1 = -1/2$. They are zero for odd $n geq 3$.
Hence,
$$sum_{k=2}^{infty}frac{B_k(log 2)^k}{k!} = frac{log 2}{e^{log 2}-1}-1 + frac{log 2}{2}= log 2-1 + frac{log 2}{2}.$$
Substituting into $(*)$ we get
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(log 2-1 + frac{log 2}{2}right)right]=frac{2^n}{n}2,$$
and
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^{n+1}}{n}$$
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
add a comment |
up vote
2
down vote
If $u_n=dfrac{2^n}n$, we have $u_{n+1}-u_nsimdfrac{2^n}n=u_n$.
As the serie $sum u_n$ is nonnegative and diverges, we obtain by Stolz-Cesàro:
$$S_n=displaystylesum_{k=1}^n u_ksim displaystylesum_{k=1}^n (u_{k+1}-u_k)=u_{n+1}-u_1simfrac{2^{n+1}}n.$$
add a comment |
up vote
0
down vote
We note that the average value of
$$frac{2^k}{k}$$
is given by
$$ frac{1}{n-1} int_1^n{frac{2^n}{n} dn} = frac{1}{n-1} left[Ei(nlog(2)) - some constant right] approx frac{1}{n-1} Ei(n log(2))$$
We note that $$e^{xlog(2)}$$ is asymptotically greater than $$Ei(xlog(2))$$ but it appears that I cannot find a constant $c$ between 0 and 1 such that
$$e^{cxlog(2)}$$ is also asymptotically greater suggesting these two asymptotic classes may have a more intricate relationship than is apparent
For all intents and purposes $frac{2^n}{n}$ is asymptotically equivalent. To find something that matches the difference of terms more closely will require heavier machinery
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
add a comment |
up vote
0
down vote
Your intuition is correct, we have
$$frac{a_n}{b_n}=frac{sum_{k=1}^n frac{2^k}{k}}{frac{2^{n+1}}{n+1}} to 1$$
indeed by Stolz-Cesaro
$$frac{a_{n+1}-a_n}{b_{n+1}-b_n}=frac{frac{2^{n+1}}{n+1}}{frac{2^{n+2}}{n+2}-frac{2^{n+1}}{n+1}}=frac{1}{2frac{n+1}{n+2}-1}to 1$$
add a comment |
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5 Answers
5
active
oldest
votes
5 Answers
5
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
10
down vote
accepted
For every $n$, $$S_n=sum_{k=1}^nfrac1k2^kgeqslantsum_{k=1}^nfrac1n2^k=frac1n(2^{n+1}-1).$$
On the other hand, for every $u$ in $(0,1)$, $$S_n=sum_{klt un}frac1k2^k+sum_{unleqslant kleqslant n}frac1k2^kleqslantsum_{klt un}2^k+sum_{unleqslant kleqslant n}frac1{un}2^kleqslant2^{un+1}+frac1{un}2^{n+1}.$$ Thus,
$$
2-frac1{2^n}leqslantfrac{n}{2^n}S_nleqslantfrac2u+frac{2n}{2^{(1-u)n}}
$$ which implies $$2leqslantliminf_{ntoinfty}frac{n}{2^n}S_nleqslantlimsup_{ntoinfty}frac{n}{2^n}S_nleqslantfrac2u$$
This holds for every $ult1$ hence
$$lim_{ntoinfty}frac{n}{2^n}S_n=2.$$
(Which confirms your intuition.)
Likewise, for every real number $alpha$, $$lim_{ntoinfty}frac{n^alpha}{2^n}sum_{k=1}^nfrac{2^k}{k^alpha}=2.$$
Likewise (bis), for every real number $xgt1$ and every real number $alpha$,
$$lim_{ntoinfty}frac{n^alpha}{x^n}sum_{k=1}^nfrac{x^k}{k^alpha}=frac{x}{x-1}.$$
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
add a comment |
up vote
10
down vote
accepted
For every $n$, $$S_n=sum_{k=1}^nfrac1k2^kgeqslantsum_{k=1}^nfrac1n2^k=frac1n(2^{n+1}-1).$$
On the other hand, for every $u$ in $(0,1)$, $$S_n=sum_{klt un}frac1k2^k+sum_{unleqslant kleqslant n}frac1k2^kleqslantsum_{klt un}2^k+sum_{unleqslant kleqslant n}frac1{un}2^kleqslant2^{un+1}+frac1{un}2^{n+1}.$$ Thus,
$$
2-frac1{2^n}leqslantfrac{n}{2^n}S_nleqslantfrac2u+frac{2n}{2^{(1-u)n}}
$$ which implies $$2leqslantliminf_{ntoinfty}frac{n}{2^n}S_nleqslantlimsup_{ntoinfty}frac{n}{2^n}S_nleqslantfrac2u$$
This holds for every $ult1$ hence
$$lim_{ntoinfty}frac{n}{2^n}S_n=2.$$
(Which confirms your intuition.)
Likewise, for every real number $alpha$, $$lim_{ntoinfty}frac{n^alpha}{2^n}sum_{k=1}^nfrac{2^k}{k^alpha}=2.$$
Likewise (bis), for every real number $xgt1$ and every real number $alpha$,
$$lim_{ntoinfty}frac{n^alpha}{x^n}sum_{k=1}^nfrac{x^k}{k^alpha}=frac{x}{x-1}.$$
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
add a comment |
up vote
10
down vote
accepted
up vote
10
down vote
accepted
For every $n$, $$S_n=sum_{k=1}^nfrac1k2^kgeqslantsum_{k=1}^nfrac1n2^k=frac1n(2^{n+1}-1).$$
On the other hand, for every $u$ in $(0,1)$, $$S_n=sum_{klt un}frac1k2^k+sum_{unleqslant kleqslant n}frac1k2^kleqslantsum_{klt un}2^k+sum_{unleqslant kleqslant n}frac1{un}2^kleqslant2^{un+1}+frac1{un}2^{n+1}.$$ Thus,
$$
2-frac1{2^n}leqslantfrac{n}{2^n}S_nleqslantfrac2u+frac{2n}{2^{(1-u)n}}
$$ which implies $$2leqslantliminf_{ntoinfty}frac{n}{2^n}S_nleqslantlimsup_{ntoinfty}frac{n}{2^n}S_nleqslantfrac2u$$
This holds for every $ult1$ hence
$$lim_{ntoinfty}frac{n}{2^n}S_n=2.$$
(Which confirms your intuition.)
Likewise, for every real number $alpha$, $$lim_{ntoinfty}frac{n^alpha}{2^n}sum_{k=1}^nfrac{2^k}{k^alpha}=2.$$
Likewise (bis), for every real number $xgt1$ and every real number $alpha$,
$$lim_{ntoinfty}frac{n^alpha}{x^n}sum_{k=1}^nfrac{x^k}{k^alpha}=frac{x}{x-1}.$$
For every $n$, $$S_n=sum_{k=1}^nfrac1k2^kgeqslantsum_{k=1}^nfrac1n2^k=frac1n(2^{n+1}-1).$$
On the other hand, for every $u$ in $(0,1)$, $$S_n=sum_{klt un}frac1k2^k+sum_{unleqslant kleqslant n}frac1k2^kleqslantsum_{klt un}2^k+sum_{unleqslant kleqslant n}frac1{un}2^kleqslant2^{un+1}+frac1{un}2^{n+1}.$$ Thus,
$$
2-frac1{2^n}leqslantfrac{n}{2^n}S_nleqslantfrac2u+frac{2n}{2^{(1-u)n}}
$$ which implies $$2leqslantliminf_{ntoinfty}frac{n}{2^n}S_nleqslantlimsup_{ntoinfty}frac{n}{2^n}S_nleqslantfrac2u$$
This holds for every $ult1$ hence
$$lim_{ntoinfty}frac{n}{2^n}S_n=2.$$
(Which confirms your intuition.)
Likewise, for every real number $alpha$, $$lim_{ntoinfty}frac{n^alpha}{2^n}sum_{k=1}^nfrac{2^k}{k^alpha}=2.$$
Likewise (bis), for every real number $xgt1$ and every real number $alpha$,
$$lim_{ntoinfty}frac{n^alpha}{x^n}sum_{k=1}^nfrac{x^k}{k^alpha}=frac{x}{x-1}.$$
edited May 28 '17 at 8:04
answered Aug 5 '14 at 20:55
Did
246k23219453
246k23219453
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
add a comment |
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
1
1
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Thanks! I find the "This holds for every ... hence" line a bit confusing though :/ Once you multiply both sides by $n/2^n$ and look at $u to 1$, doesn't the upper bound reduce to $2n+2$ instead of just $2+varepsilon_n$? Or did I miss something?
– Clément
Aug 5 '14 at 23:01
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Once one multiplies both sides by $n/2^n$ and one considers the limit $ntoinfty$, one sees that the limsup is at most $2/u$. This holds for every $ult1$ (no limit here) hence the limsup us $leqslant2$, QED.
– Did
Aug 6 '14 at 8:23
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
Alright, this makes a lot of sense. Very nice solution!
– Clément
Aug 7 '14 at 22:17
add a comment |
up vote
6
down vote
The Euler-Maclaurin summation formula is useful for approximating sums and often reveals the asymptotic behavior with only a few terms. This problem is an interesting application because the precise asymptotic behavior requires summing an infinite number of terms with Bernoulli numbers as coefficients - the terms that are typically neglected.
Using the Euler-Maclaurin summation formula with $f(x) = 2^x/x$
$$sum_{k=1}^{n}frac{2^k}{k} = C+int_{1}^{n}f(x),dx + frac1{2}f(n)+frac{B_2}{2!}f'(n) + frac{B_4}{4!}f'''(n)+ ldots.$$
The integral is the exponential integral which behaves asymptotically as $Ei(x) sim e^x/x$ as $x rightarrow infty:$
$$int_{1}^{n}f(x),dx=int_{1}^{n}frac{2^x}{x},dx= Ei(nlog2)-Ei(log2) sim frac{e^{nlog 2}}{nlog 2}.$$
Taking the odd-order derivatives we find a pattern
$$f'(x) = frac{2^x}{x}left(log2-frac1{x}right)simfrac{2^x}{x}log2\
f'''(x) = frac{2^x}{x}left[left(log2-frac1{x}right)^3+O(x^{-2})right]simfrac{2^x}{x}(log 2)^3\ ldots$$
Hence,
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(frac{B_2}{2!}(log 2)^2 + frac{B_4}{4!}(log 2)^4+ ldotsright)right],,(*)$$
The trailing terms can be summed exactly. The generating function for the Bernoulli numbers is $x/(e^x-1)$ where
$$frac{x}{e^x-1} = sum_{k=0}^{infty}frac{B_kx^k}{k!}.$$
The first two Bernoulli numbers are $B_0 = 1$ and $B_1 = -1/2$. They are zero for odd $n geq 3$.
Hence,
$$sum_{k=2}^{infty}frac{B_k(log 2)^k}{k!} = frac{log 2}{e^{log 2}-1}-1 + frac{log 2}{2}= log 2-1 + frac{log 2}{2}.$$
Substituting into $(*)$ we get
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(log 2-1 + frac{log 2}{2}right)right]=frac{2^n}{n}2,$$
and
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^{n+1}}{n}$$
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
add a comment |
up vote
6
down vote
The Euler-Maclaurin summation formula is useful for approximating sums and often reveals the asymptotic behavior with only a few terms. This problem is an interesting application because the precise asymptotic behavior requires summing an infinite number of terms with Bernoulli numbers as coefficients - the terms that are typically neglected.
Using the Euler-Maclaurin summation formula with $f(x) = 2^x/x$
$$sum_{k=1}^{n}frac{2^k}{k} = C+int_{1}^{n}f(x),dx + frac1{2}f(n)+frac{B_2}{2!}f'(n) + frac{B_4}{4!}f'''(n)+ ldots.$$
The integral is the exponential integral which behaves asymptotically as $Ei(x) sim e^x/x$ as $x rightarrow infty:$
$$int_{1}^{n}f(x),dx=int_{1}^{n}frac{2^x}{x},dx= Ei(nlog2)-Ei(log2) sim frac{e^{nlog 2}}{nlog 2}.$$
Taking the odd-order derivatives we find a pattern
$$f'(x) = frac{2^x}{x}left(log2-frac1{x}right)simfrac{2^x}{x}log2\
f'''(x) = frac{2^x}{x}left[left(log2-frac1{x}right)^3+O(x^{-2})right]simfrac{2^x}{x}(log 2)^3\ ldots$$
Hence,
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(frac{B_2}{2!}(log 2)^2 + frac{B_4}{4!}(log 2)^4+ ldotsright)right],,(*)$$
The trailing terms can be summed exactly. The generating function for the Bernoulli numbers is $x/(e^x-1)$ where
$$frac{x}{e^x-1} = sum_{k=0}^{infty}frac{B_kx^k}{k!}.$$
The first two Bernoulli numbers are $B_0 = 1$ and $B_1 = -1/2$. They are zero for odd $n geq 3$.
Hence,
$$sum_{k=2}^{infty}frac{B_k(log 2)^k}{k!} = frac{log 2}{e^{log 2}-1}-1 + frac{log 2}{2}= log 2-1 + frac{log 2}{2}.$$
Substituting into $(*)$ we get
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(log 2-1 + frac{log 2}{2}right)right]=frac{2^n}{n}2,$$
and
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^{n+1}}{n}$$
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
add a comment |
up vote
6
down vote
up vote
6
down vote
The Euler-Maclaurin summation formula is useful for approximating sums and often reveals the asymptotic behavior with only a few terms. This problem is an interesting application because the precise asymptotic behavior requires summing an infinite number of terms with Bernoulli numbers as coefficients - the terms that are typically neglected.
Using the Euler-Maclaurin summation formula with $f(x) = 2^x/x$
$$sum_{k=1}^{n}frac{2^k}{k} = C+int_{1}^{n}f(x),dx + frac1{2}f(n)+frac{B_2}{2!}f'(n) + frac{B_4}{4!}f'''(n)+ ldots.$$
The integral is the exponential integral which behaves asymptotically as $Ei(x) sim e^x/x$ as $x rightarrow infty:$
$$int_{1}^{n}f(x),dx=int_{1}^{n}frac{2^x}{x},dx= Ei(nlog2)-Ei(log2) sim frac{e^{nlog 2}}{nlog 2}.$$
Taking the odd-order derivatives we find a pattern
$$f'(x) = frac{2^x}{x}left(log2-frac1{x}right)simfrac{2^x}{x}log2\
f'''(x) = frac{2^x}{x}left[left(log2-frac1{x}right)^3+O(x^{-2})right]simfrac{2^x}{x}(log 2)^3\ ldots$$
Hence,
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(frac{B_2}{2!}(log 2)^2 + frac{B_4}{4!}(log 2)^4+ ldotsright)right],,(*)$$
The trailing terms can be summed exactly. The generating function for the Bernoulli numbers is $x/(e^x-1)$ where
$$frac{x}{e^x-1} = sum_{k=0}^{infty}frac{B_kx^k}{k!}.$$
The first two Bernoulli numbers are $B_0 = 1$ and $B_1 = -1/2$. They are zero for odd $n geq 3$.
Hence,
$$sum_{k=2}^{infty}frac{B_k(log 2)^k}{k!} = frac{log 2}{e^{log 2}-1}-1 + frac{log 2}{2}= log 2-1 + frac{log 2}{2}.$$
Substituting into $(*)$ we get
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(log 2-1 + frac{log 2}{2}right)right]=frac{2^n}{n}2,$$
and
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^{n+1}}{n}$$
The Euler-Maclaurin summation formula is useful for approximating sums and often reveals the asymptotic behavior with only a few terms. This problem is an interesting application because the precise asymptotic behavior requires summing an infinite number of terms with Bernoulli numbers as coefficients - the terms that are typically neglected.
Using the Euler-Maclaurin summation formula with $f(x) = 2^x/x$
$$sum_{k=1}^{n}frac{2^k}{k} = C+int_{1}^{n}f(x),dx + frac1{2}f(n)+frac{B_2}{2!}f'(n) + frac{B_4}{4!}f'''(n)+ ldots.$$
The integral is the exponential integral which behaves asymptotically as $Ei(x) sim e^x/x$ as $x rightarrow infty:$
$$int_{1}^{n}f(x),dx=int_{1}^{n}frac{2^x}{x},dx= Ei(nlog2)-Ei(log2) sim frac{e^{nlog 2}}{nlog 2}.$$
Taking the odd-order derivatives we find a pattern
$$f'(x) = frac{2^x}{x}left(log2-frac1{x}right)simfrac{2^x}{x}log2\
f'''(x) = frac{2^x}{x}left[left(log2-frac1{x}right)^3+O(x^{-2})right]simfrac{2^x}{x}(log 2)^3\ ldots$$
Hence,
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(frac{B_2}{2!}(log 2)^2 + frac{B_4}{4!}(log 2)^4+ ldotsright)right],,(*)$$
The trailing terms can be summed exactly. The generating function for the Bernoulli numbers is $x/(e^x-1)$ where
$$frac{x}{e^x-1} = sum_{k=0}^{infty}frac{B_kx^k}{k!}.$$
The first two Bernoulli numbers are $B_0 = 1$ and $B_1 = -1/2$. They are zero for odd $n geq 3$.
Hence,
$$sum_{k=2}^{infty}frac{B_k(log 2)^k}{k!} = frac{log 2}{e^{log 2}-1}-1 + frac{log 2}{2}= log 2-1 + frac{log 2}{2}.$$
Substituting into $(*)$ we get
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^n}{n}left[frac1{log 2}+frac1{2}+frac1{log 2}left(log 2-1 + frac{log 2}{2}right)right]=frac{2^n}{n}2,$$
and
$$sum_{k=1}^{n}frac{2^k}{k} sim frac{2^{n+1}}{n}$$
edited Aug 6 '14 at 17:13
answered Aug 6 '14 at 3:45
RRL
48.4k42573
48.4k42573
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
add a comment |
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
Very interesting calculation. I'm accepting the simpler answer, but this is indeed an interesting case where the small trends add up. Nice one!
– Clément
Aug 7 '14 at 22:19
add a comment |
up vote
2
down vote
If $u_n=dfrac{2^n}n$, we have $u_{n+1}-u_nsimdfrac{2^n}n=u_n$.
As the serie $sum u_n$ is nonnegative and diverges, we obtain by Stolz-Cesàro:
$$S_n=displaystylesum_{k=1}^n u_ksim displaystylesum_{k=1}^n (u_{k+1}-u_k)=u_{n+1}-u_1simfrac{2^{n+1}}n.$$
add a comment |
up vote
2
down vote
If $u_n=dfrac{2^n}n$, we have $u_{n+1}-u_nsimdfrac{2^n}n=u_n$.
As the serie $sum u_n$ is nonnegative and diverges, we obtain by Stolz-Cesàro:
$$S_n=displaystylesum_{k=1}^n u_ksim displaystylesum_{k=1}^n (u_{k+1}-u_k)=u_{n+1}-u_1simfrac{2^{n+1}}n.$$
add a comment |
up vote
2
down vote
up vote
2
down vote
If $u_n=dfrac{2^n}n$, we have $u_{n+1}-u_nsimdfrac{2^n}n=u_n$.
As the serie $sum u_n$ is nonnegative and diverges, we obtain by Stolz-Cesàro:
$$S_n=displaystylesum_{k=1}^n u_ksim displaystylesum_{k=1}^n (u_{k+1}-u_k)=u_{n+1}-u_1simfrac{2^{n+1}}n.$$
If $u_n=dfrac{2^n}n$, we have $u_{n+1}-u_nsimdfrac{2^n}n=u_n$.
As the serie $sum u_n$ is nonnegative and diverges, we obtain by Stolz-Cesàro:
$$S_n=displaystylesum_{k=1}^n u_ksim displaystylesum_{k=1}^n (u_{k+1}-u_k)=u_{n+1}-u_1simfrac{2^{n+1}}n.$$
edited May 28 '17 at 8:58
barto
13.6k32682
13.6k32682
answered May 30 '16 at 20:36
user343446
211
211
add a comment |
add a comment |
up vote
0
down vote
We note that the average value of
$$frac{2^k}{k}$$
is given by
$$ frac{1}{n-1} int_1^n{frac{2^n}{n} dn} = frac{1}{n-1} left[Ei(nlog(2)) - some constant right] approx frac{1}{n-1} Ei(n log(2))$$
We note that $$e^{xlog(2)}$$ is asymptotically greater than $$Ei(xlog(2))$$ but it appears that I cannot find a constant $c$ between 0 and 1 such that
$$e^{cxlog(2)}$$ is also asymptotically greater suggesting these two asymptotic classes may have a more intricate relationship than is apparent
For all intents and purposes $frac{2^n}{n}$ is asymptotically equivalent. To find something that matches the difference of terms more closely will require heavier machinery
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
add a comment |
up vote
0
down vote
We note that the average value of
$$frac{2^k}{k}$$
is given by
$$ frac{1}{n-1} int_1^n{frac{2^n}{n} dn} = frac{1}{n-1} left[Ei(nlog(2)) - some constant right] approx frac{1}{n-1} Ei(n log(2))$$
We note that $$e^{xlog(2)}$$ is asymptotically greater than $$Ei(xlog(2))$$ but it appears that I cannot find a constant $c$ between 0 and 1 such that
$$e^{cxlog(2)}$$ is also asymptotically greater suggesting these two asymptotic classes may have a more intricate relationship than is apparent
For all intents and purposes $frac{2^n}{n}$ is asymptotically equivalent. To find something that matches the difference of terms more closely will require heavier machinery
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
add a comment |
up vote
0
down vote
up vote
0
down vote
We note that the average value of
$$frac{2^k}{k}$$
is given by
$$ frac{1}{n-1} int_1^n{frac{2^n}{n} dn} = frac{1}{n-1} left[Ei(nlog(2)) - some constant right] approx frac{1}{n-1} Ei(n log(2))$$
We note that $$e^{xlog(2)}$$ is asymptotically greater than $$Ei(xlog(2))$$ but it appears that I cannot find a constant $c$ between 0 and 1 such that
$$e^{cxlog(2)}$$ is also asymptotically greater suggesting these two asymptotic classes may have a more intricate relationship than is apparent
For all intents and purposes $frac{2^n}{n}$ is asymptotically equivalent. To find something that matches the difference of terms more closely will require heavier machinery
We note that the average value of
$$frac{2^k}{k}$$
is given by
$$ frac{1}{n-1} int_1^n{frac{2^n}{n} dn} = frac{1}{n-1} left[Ei(nlog(2)) - some constant right] approx frac{1}{n-1} Ei(n log(2))$$
We note that $$e^{xlog(2)}$$ is asymptotically greater than $$Ei(xlog(2))$$ but it appears that I cannot find a constant $c$ between 0 and 1 such that
$$e^{cxlog(2)}$$ is also asymptotically greater suggesting these two asymptotic classes may have a more intricate relationship than is apparent
For all intents and purposes $frac{2^n}{n}$ is asymptotically equivalent. To find something that matches the difference of terms more closely will require heavier machinery
edited Aug 5 '14 at 21:26
answered Aug 5 '14 at 19:00
frogeyedpeas
7,31271849
7,31271849
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
add a comment |
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
1
1
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
Side note: You seem to be using $n$ as both a bound variable under the integral, and unbound outside; that's somewhat confusing.
– Clément
Aug 5 '14 at 20:19
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
@Clément I understand intuitively that doing doesn't have any geometric interpretation, but I've never found a time when such a symbolic calculation has ever given me issues. Why is there so much opposition to doing so? It seems like a natural way to incorporate indefinite integration into the frame work of definite integrals
– frogeyedpeas
Aug 5 '14 at 21:26
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
Well, you have a definite integral here. It looks a bit like writing $forall x, forall x, x-x=0$, which might be formally valid, but is still confusing.
– Clément
Aug 5 '14 at 22:44
add a comment |
up vote
0
down vote
Your intuition is correct, we have
$$frac{a_n}{b_n}=frac{sum_{k=1}^n frac{2^k}{k}}{frac{2^{n+1}}{n+1}} to 1$$
indeed by Stolz-Cesaro
$$frac{a_{n+1}-a_n}{b_{n+1}-b_n}=frac{frac{2^{n+1}}{n+1}}{frac{2^{n+2}}{n+2}-frac{2^{n+1}}{n+1}}=frac{1}{2frac{n+1}{n+2}-1}to 1$$
add a comment |
up vote
0
down vote
Your intuition is correct, we have
$$frac{a_n}{b_n}=frac{sum_{k=1}^n frac{2^k}{k}}{frac{2^{n+1}}{n+1}} to 1$$
indeed by Stolz-Cesaro
$$frac{a_{n+1}-a_n}{b_{n+1}-b_n}=frac{frac{2^{n+1}}{n+1}}{frac{2^{n+2}}{n+2}-frac{2^{n+1}}{n+1}}=frac{1}{2frac{n+1}{n+2}-1}to 1$$
add a comment |
up vote
0
down vote
up vote
0
down vote
Your intuition is correct, we have
$$frac{a_n}{b_n}=frac{sum_{k=1}^n frac{2^k}{k}}{frac{2^{n+1}}{n+1}} to 1$$
indeed by Stolz-Cesaro
$$frac{a_{n+1}-a_n}{b_{n+1}-b_n}=frac{frac{2^{n+1}}{n+1}}{frac{2^{n+2}}{n+2}-frac{2^{n+1}}{n+1}}=frac{1}{2frac{n+1}{n+2}-1}to 1$$
Your intuition is correct, we have
$$frac{a_n}{b_n}=frac{sum_{k=1}^n frac{2^k}{k}}{frac{2^{n+1}}{n+1}} to 1$$
indeed by Stolz-Cesaro
$$frac{a_{n+1}-a_n}{b_{n+1}-b_n}=frac{frac{2^{n+1}}{n+1}}{frac{2^{n+2}}{n+2}-frac{2^{n+1}}{n+1}}=frac{1}{2frac{n+1}{n+2}-1}to 1$$
answered Nov 23 at 0:13
gimusi
92.7k94495
92.7k94495
add a comment |
add a comment |
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I'd think interpreting this as a certain evaluation of a logarithm to be the soundest approach, since one can bring some tools from complex analysis to bear on such.
– Semiclassical
Aug 5 '14 at 17:54
Call your sum $S_n$. Let $T_n = S_n/2^n$; then it's not hard to show that $T_1 = 1$, $T_n = T_{n-1}/2 + 1/n$. You want to show $T_n sim 2/(n+1)$. Not sure this helps.
– Michael Lugo
Aug 5 '14 at 18:51
1
You mean $1leq k leq n$.
– Mhenni Benghorbal
Aug 5 '14 at 19:08