This requires intuitive approach!

Calculus Level 2

j = 0 i = 0 2 ( i + j ) i + j + 1 = ? \large\sum _{ j=0 }^{ \infty }{ \sum _{ i=0 }^{ \infty }{ \frac { { 2 }^{ -(i+j) } }{ i+j+1 } } } = \ ?

Give your answer to 3 decimal places.


The answer is 2.00.

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5 solutions

Hasan Kassim
Aug 9, 2015

Let us fix i + j = k i+j=k for a certain k k ranging between 0 0 and \infty . Now the question is: How many way we can get the sum i + j i+j to be k k ?

Note that for i + j = k i+j=k to be fulfilled, i i and j j should range between 0 0 and k k : if i = 0 , j = k i=0 , j=k , if i = 1 , j = k 1 i=1 , j=k-1 ... And thus k + 1 k+1 possibilities. Therefore:

2 ( i + j ) i + j + 1 = ( k + 1 ) 2 ( k ) k + 1 = 2 k \displaystyle \frac{2^{-(i+j)}}{i+j+1} = (k+1) \frac{2^{-(k)}}{k+1} = 2^{-k}

And since ( i , j ) = [ 0 , ] × [ 0 , ] = > k [ 0 , ] (i,j )=[0,\infty]\times [0,\infty] => k \in [0,\infty] Therefore our sum is equivalent to :

k = 0 2 k = 2 \displaystyle \sum_{k=0}^{\infty} 2^{-k} = \boxed{2}

Moderator note:

Good observation about the number of terms, which cancels out the denominator.

this is arguably the best way to solve this problem

Will Song - 5 years, 10 months ago

Oh wow! Awesome method!

Aditya Kumar - 5 years, 10 months ago

Pls explain, where is K+1 on the upper side come from?

Hafizh Ahsan Permana - 5 years, 10 months ago

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It is the number of possibilities such that i + j i+j is equal to k k .

Hasan Kassim - 5 years, 9 months ago

You need to first justify that rearranging the terms are permitted. You collect the equal terms together, which means you're rearranging things from

( 2 0 1 + 2 1 2 + 2 2 3 + ) + ( 2 1 2 + 2 2 3 + ) + ( 2 2 3 + ) \left( \frac{2^0}{1} + \frac{2^{-1}}{2} + \frac{2^{-2}}{3} + \ldots \right) + \left( \frac{2^{-1}}{2} + \frac{2^{-2}}{3} + \ldots \right) + \left( \frac{2^{-2}}{3} + \ldots \right)

to

( 2 0 1 ) + ( 2 1 2 + 2 1 2 ) + ( 2 2 3 + 2 2 3 + 2 2 3 ) + \left( \frac{2^0}{1} \right) + \left( \frac{2^{-1}}{2} + \frac{2^{-1}}{2} \right) + \left( \frac{2^{-2}}{3} + \frac{2^{-2}}{3} + \frac{2^{-2}}{3} \right) + \ldots

This fortunately works for this particular series, but it isn't always guaranteed to work.

Ivan Koswara - 5 years, 9 months ago

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Nice observation!

Aditya Kumar - 5 years, 9 months ago

Wow!! nice solution.

Aritra Roy - 4 years, 7 months ago

could u pls explain how u got 2 from 2^-K

erica phillips - 3 years, 4 months ago

How did come k+1 in product ?

Ravi Rajbhar - 2 years, 7 months ago

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Number of permutation (i, j) where i + j = k and i, j element of [0,k]

Bostang Palaguna - 7 months, 1 week ago

Brilliant!

Bostang Palaguna - 7 months, 1 week ago
Ivan Koswara
Aug 10, 2015

An interesting observation is that the term only depends on i + j i+j , which makes us wish to be able to rearrange the terms of the series. However, this is not always possible (for example, rearranging the terms of a conditionally convergent series might change the sum due to Riemann series theorem ). So we need to establish that the series we have is unconditionally convergent (rearranging the terms don't change the sum).

Since R \mathbb{R} (with the usual Euclidean metric) is complete, it is enough to show that the series is absolutely convergent. Since all terms of the series are non-negative, it is enough to show that the series converges.

We invoke several theorems:

  • If { a i } , { b i } \{a_i\}, \{b_i\} are two sequences of real numbers where a i b i a_i \le b_i for all i i , then a i b i \sum a_i \le \sum b_i provided both series converge.
  • If { a i } \{a_i\} is an non-decreasing sequence of real numbers that is bounded, then { a i } \{a_i\} converges.

As a corollary, if { a i } , { b i } \{a_i\}, \{b_i\} are two sequences of non-negative real numbers where a i b i a_i \le b_i for all i i , and b i \sum b_i converges, then a i \sum a_i converges as well. (Observe the partial sums of { a i } \{a_i\} ; this is bounded by b i \sum b_i by the first theorem. The partial sums thus converge by the second theorem; this is a i \sum a_i .)

In this case, we will use this corollary twice.

First, observe that 2 ( i + j ) i + j + 1 2 ( i + j ) \frac{2^{-(i+j)}}{i+j+1} \le 2^{-(i+j)} for all i , j 0 i,j \ge 0 . Moreover, note that the series j = 0 2 ( i + j ) \sum_{j=0}^\infty 2^{-(i+j)} converges for any i i (it's just a geometric series, with sum 2 i + 1 2^{-i+1} ). Thus, by the corollary, the series j = 0 2 ( i + j ) i + j + 1 \sum_{j=0}^\infty \frac{2^{-(i+j)}}{i+j+1} also converges; let's call the value b i b_i . We know it satisfies 0 b i 2 i + 1 0 \le b_i \le 2^{-i+1} (the left-hand inequality is because the terms are non-negative and so the sum is non-negative, the right-hand inequality is due to the first theorem).

Next, we observe the sequence { b i } i = 0 \{b_i\}_{i=0}^\infty , which is the thing we want to sum. We know that b i 2 i + 1 b_i \le 2^{-i+1} for all i i . Additionally, the series i = 0 2 i + 1 \sum_{i=0}^\infty 2^{-i+1} converges (to 2 2 = 4 2^2 = 4 , geometric series again), so the series i = 0 b i \sum_{i=0}^\infty b_i also converges. This means the entire thing converges, and thus is absolutely convergent, and thus is unconditionally convergent. Hence we can rearrange the terms at will.

Now, observe that all terms only depend on i + j i+j , and not what i , j i,j themselves are. Thus we can collect terms having equal i + j i+j . For any non-negative integer k k , there are k + 1 k+1 pairs of ( i , j ) (i,j) adding to k k (namely ( 0 , k ) , ( 1 , k 1 ) , ( 2 , k 2 ) , , ( k , 0 ) (0,k), (1,k-1), (2,k-2), \ldots, (k,0) ), all appearing in the series. Hence, instead of working with i , j i,j , we can work on k k instead:

i = 0 j = 0 2 ( i + j ) i + j + 1 = k = 0 ( k + 1 ) 2 k k + 1 = k = 0 2 k = 2 1 = 2 \displaystyle\begin{aligned} \sum_{i=0}^\infty \sum_{j=0}^\infty \frac{2^{-(i+j)}}{i+j+1} &= \sum_{k=0}^\infty (k+1) \cdot \frac{2^{-k}}{k+1} \\ &= \sum_{k=0}^\infty 2^{-k} \\ &= 2^1 = \boxed{2} \end{aligned}

Moderator note:

Because all of the terms are positive, this implies that if the sequence is conditionally convergent, then it is also absolutely convergent, and hence we can justify rearranging the terms.

So, instead of being a "Which came first, the chicken or the egg?", we actually get "the chicken and the egg" at the same time.

Aditya Kumar
Aug 9, 2015

I = j = 0 i = 0 2 ( i + j ) i + j + 1 = j = 0 i = 0 2 ( i + j ) . 0 1 t i + j d t I = 0 1 j = 0 i = 0 ( t 2 ) i + j d t N o w t h i s i s n o t h i n g b u t i n t e g r a l o f i n f i n i t e s u m m a t i o n o f g p . T h e r e f o r e , I = 2 I=\sum _{ j=0 }^{ \infty }{ \sum _{ i=0 }^{ \infty }{ \frac { { 2 }^{ -(i+j) } }{ i+j+1 } } } =\quad \sum _{ j=0 }^{ \infty }{ \sum _{ i=0 }^{ \infty }{ { 2 }^{ -(i+j) } } } .\int _{ 0 }^{ 1 }{ { t }^{ i+j } } dt\\ \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad I\quad =\int _{ 0 }^{ 1 }{ { \sum _{ j=0 }^{ \infty }{ \sum _{ i=0 }^{ \infty }{ { \left( \frac { t }{ 2 } \right) }^{ i+j } } } } } dt\\ Now\quad this\quad is\quad nothing\quad but\quad integral\quad of\quad infinite\quad summation\quad of\quad gp.\\ Therefore,\quad I\quad =\quad 2

Nice one!!

Hasan Kassim - 5 years, 10 months ago

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Thanks @hasan kassim . did u also do with the same method?

Aditya Kumar - 5 years, 10 months ago

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No I used a different one. I will post it if you want!

Hasan Kassim - 5 years, 10 months ago

Nice solution !

Rui Zhu - 1 year, 3 months ago

How is (1/i+j+1)= \int _{ 0 }^{ 1 }{ { t }^{ i+j }\quad dt } ??

Chandra Prakash - 5 years, 10 months ago
Gabriel Chacón
Jan 27, 2019

I constructed the folowing table, which made me see the answer right away:

i,j 0 1 2 3 4 0 1 2 1 2 2 2 3 2 3 4 2 4 5 1 2 1 2 2 2 3 2 3 4 2 4 5 2 5 6 2 2 2 3 2 3 4 2 4 5 2 5 6 2 6 7 3 2 3 4 2 4 5 2 5 6 2 6 7 2 7 8 4 2 4 5 2 5 6 2 6 7 2 7 8 2 8 9 \begin{array}{c c c c c c} \textbf{i,j} & \textbf{0} & \textbf{1} & \textbf{2} & \textbf{3} & \textbf{4}\ldots \\ \textbf{0}&1&\textcolor{#D61F06}{\dfrac{2^{-1}}{2}}&\dfrac{2^{-2}}{3}&\textcolor{#D61F06}{\dfrac{2^{-3}}{4}}&\dfrac{2^{-4}}{5} \ldots\\ \textbf{1}&\textcolor{#D61F06}{\dfrac{2^{-1}}{2}}&\dfrac{2^{-2}}{3}&\textcolor{#D61F06}{\dfrac{2^{-3}}{4}}&\dfrac{2^{-4}}{5}&\textcolor{#D61F06}{\dfrac{2^{-5}}{6}} \ldots\\ \textbf{2}&\dfrac{2^{-2}}{3}&\textcolor{#D61F06}{\dfrac{2^{-3}}{4}}&\dfrac{2^{-4}}{5}&\textcolor{#D61F06}{\dfrac{2^{-5}}{6}}&\dfrac{2^{-6}}{7} \ldots\\ \textbf{3}&\textcolor{#D61F06}{\dfrac{2^{-3}}{4}}&\dfrac{2^{-4}}{5}&\textcolor{#D61F06}{\dfrac{2^{-5}}{6}}&\dfrac{2^{-6}}{7}&\textcolor{#D61F06}{\dfrac{2^{-7}}{8}} \ldots\\ \textbf{4}&\dfrac{2^{-4}}{5}&\textcolor{#D61F06}{\dfrac{2^{-5}}{6}}&\dfrac{2^{-6}}{7}&\textcolor{#D61F06}{\dfrac{2^{-7}}{8}}&\dfrac{2^{-8}}{9} \ldots\\ \vdots &\vdots&\vdots&\vdots&\vdots&\vdots \quad \ddots \end{array}

i = 0 j = 0 2 i j i + j + 1 = 1 + 2 × 2 1 2 + 3 × 2 2 3 + = 1 + 1 2 + 1 2 2 + 1 2 3 + = 1 1 1 2 = 2 \displaystyle \sum_{i=0}^{\infty}\sum_{j=0}^{\infty}\dfrac{2^{-i-j}}{i+j+1}=1+2\times\dfrac{2^{-1}}{2}+3\times\dfrac{2^{-2}}{3}+\ldots=1+\dfrac{1}{2}+\dfrac{1}{2^2}+\dfrac{1}{2^3}+\ldots=\dfrac{1}{1-\frac{1}{2}}=\boxed{2} .

woowwwww brilliant

marthin simanjuntak - 2 years, 3 months ago
Hadia Qadir
Aug 18, 2015

so do the incredible substitution x = i + j. for each x, we end up having x + 1 pairs (i, j) such that i + j = x, so we can really just say this is \sum {k = 0}^{\infty} \frac{2^{-k}}{x + 1} * (x + 1) = \sum {k = 0}^{\infty} 2^{-k} = 2.

Its just what hasan did

Aditya Kumar - 5 years, 10 months ago

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