”Convergence of series” is a quite interesting topic during
high school mathematics. A popular such series is $latex \sum_{x\in\mathbb{Z}^+}(\frac{1}{x^n})$
where $latex n$ is a positive integer. When $latex n>1$, there were lots of examples to
determine the convergence and finding the sum up to general $latex N$ terms.
However, it is not true for $latex n=1$ and I always wondered how
it happens. Therefore, I thought to share the proof with a simple graphical approach
as follows.
We have two curves: $latex y_1=\frac{1}{x^n}$ and $latex y_2=\frac{1}{(x+1)^n}$.
In between them, I drew a bar-graph and you may notice that the height of each
column is equivalent to $latex y=\frac{1}{{\lfloor x\rfloor}^n}$ where $latex \lfloor x\rfloor$
is the closest lower integer of $latex x$.
( Eg: $latex \lfloor 2.5 \rfloor = \lfloor 2 \rfloor = 2$ )
( Eg: $latex \lfloor 2.5 \rfloor = \lfloor 2 \rfloor = 2$ )
Now, if we try to calculate the area of $latex k$-th column, it
will be $latex \frac{1}{k^n}\times 1=\frac{1}{k^n}\$. Therefore, what will be the sum of area
of all columns? Yes, it is our nice buddy series, $latex \sum_{x=1}^{\infty}(\frac{1}{x^n})$.
Pretty interesting, isn’t it?
Now look at the area under each curve for positive $latex x$
values.
We can see that each column is popping out a little bit from
the curve $latex y_2$. Therefore, we can say that the area under curve $latex y_2$ is less
than the sum area of columns.
And it is the opposite for curve $latex y_1$. Every column is
underneath the curve and thus its area is larger than the sum area of columns.
We know that $latex y_1$ tends to infinity when it is close to 0. Thus, we modify our
argument like this. For $latex x>1$, we can say that the area under $latex y_1$ is
larger than the sum area of columns excluding the first column. The area of the
1st column is 1. Then, we can say the sum area of columns is less
than the area under the curve $latex y_1$ for $latex x>1$ plus 1.
(Area under $latex y_2$ for $latex x>0$ ) < $latex \sum_{x=1}^{\infty}(\frac{1}{x^n})$ < (1 + Area under $latex y_1$ for $latex x>1$ )
The guys who play with calculus know that the area under a
given curve $latex f(x)$ between the interval $latex [a,b]$ is $latex \int_a^b|f(x)|dx$.
Therefore, we can make above relation in a mathematical form as following;
$latex \int_0^\infty\frac{1}{(x+1)^n}dx < \sum_{x>0}(\frac{1}{x^n}) <1 + \int_1^\infty\frac{1}{x^n}dx$,
where $latex x \in \mathbb{Z}^+$.
Let’s solve above relations.
- For $latex n=1$,
$latex \int_0^\infty\frac{1}{(x+1)}dx < \sum_{x>0}(\frac{1}{x}) < 1 +\int_1^\infty\frac{1}{x}dx$
$latex \ln(x+1)|_0^\infty < \sum_{x>0}(\frac{1}{x}) <1 + \ln(x)|_1^\infty$
$latex \infty < \sum_{x>0}(\frac{1}{x}) < \infty$
Yeah, $latex \sum_{x>0}(\frac{1}{x})$ is not going to
converge.
- For $latex n > 1$,
$latex \int_0^\infty\frac{1}{(x+1)^n}dx < \sum_{x>0}(\frac{1}{x^n}) <1 + \int_1^\infty\frac{1}{x^n}dx$
$latex \frac{1}{(1-n)(x+1)^{n-1}}|_0^\infty < \sum_{x>0}(\frac{1}{x^n}) < 1 + \frac{1}{(1-n)x^{n-1}}|_1^\infty$
$latex \frac{1}{(n-1)} < \sum_{x > 0}(\frac{1}{x^n}) < \frac{n}{(n-1)} $
$latex \frac{1}{(n-1)} < \sum_{x > 0}(\frac{1}{x^n}) < \frac{n}{(n-1)} $
As $latex n\rightarrow\infty$,
$latex 0 < \sum_{x > 0}(\frac{1}{x^n}) < 1 $
Series converges.
Furthermore, for $latex n < 1$ and $latex \forall x \in \mathbb{Z}^+$,
$latex \frac{1}{x} <\frac{1}{x^n} $
$latex \sum_{x>0}(\frac{1}{x} )<\sum_{x>0}(\frac{1}{x^n})$
$latex \infty < \sum_{x>0}(\frac{1}{x^n})$
Therefore, we can conclude that,
- For $latex n > 1$ ; $latex \sum_{x=1}^{\infty}(\frac{1}{x^n})$ converges.
- For $latex n \le 1$ ; $latex \sum_{x=1}^{\infty}(\frac{1}{x^n})$ diverges.
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