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Let $u_1>0$ be a real number. Let us consider $(u_n)_{n\geq 1}$ the sequence such as:

$$ \forall n \geq 1, u_{n+1} = \frac{u_n}{n} + \frac{1}{n^2}\quad (\star) $$

Find an equivalent of $u_n$ as $n\to +\infty$.


So I found a way to show that $u_n \sim \frac{1}{n^2}$, but I'm quite unhappy with this method because I feel like I found it by chance without understanding anything (I did a lot of trials and found this)

My method:

I showed by induction that $u_n \leq (u_1+1)$. Thus, $u_n\to 0$ considering $(\star)$.

Then, $nu_{n+1} = u_n + 1/n$. Thus (since $n+1 \sim n$), $nu_n \to 0$.

To end with, I have $n^2u_{n+1} = nu_n + 1$. Thus, $(n+1)^2 u_n \sim n^2u_n \to 1$.

How would you solve such a problem? Is there any more intuitive method that one may have done?

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  • $\begingroup$ It is right actually. I think elementary proof has you find is rather good. Where the intuition comes it that $u_n$ is ponderated with $n$ and $u_{n+1}$ can be with $n^2$ by multiplying all the equation by $n^2$. So I think that ponderation lead you to the equivalent. $\endgroup$ – EDX Jun 4 '20 at 15:39
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1. There is a heuristic argument which is useful for guessing the behavior of $u_n$: Rewrite the recurrence relation as

$$ u_{n+1} - u_n = \frac{u_n}{n} - u_n + \frac{1}{n^2}. $$

Its continuum analogue is the following differential equation:

$$ y' = \frac{y}{x} - y + \frac{1}{x^2}. $$

Using the standard method, this equation can be solved as:

$$ y(x) = x e^{-x} \int \frac{e^x}{x^3} \, \mathrm{d}x. $$

Then L'Hospital's Rule then tells that $y(x) \sim x^{-2}$ as $x \to \infty$. From this observation, we may as well expect that $u_n \sim n^{-2}$.

2. The above ansatz suggests that, in the recurrence relation for $u_{n+1}$, $\frac{1}{n^2}$ is the dominating term and $\frac{u_n}{n}$ is much smaller as $n\to\infty$. In particular, nesting this relation will produce an expansion with ever decreasing terms. This idea can be easily tested as follows:

Let $r_n = (n-1)u_n$. Then for $n \geq 2$,

$$ r_n = (n-1)u_{n} = \frac{1}{n-1} + \frac{r_{n-1}}{n-1}. $$

From this, we get

\begin{align*} r_n &= \frac{1}{n-1} + \frac{r_{n-1}}{n-1} \\ &= \frac{1}{n-1} + \frac{1}{(n-1)(n-2)} + \frac{r_{n-2}}{(n-1)(n-2)} \\ &= \frac{1}{n-1} + \frac{1}{(n-1)(n-2)} + \frac{1}{(n-1)(n-2)(n-3)} + \frac{r_{n-3}}{(n-1)(n-2)(n-3)} \\ &\qquad\vdots\\ &= \sum_{k=1}^{n-2} \frac{1}{(n-1)\cdots(n-k)} + \frac{r_2}{(n-1)!} \end{align*}

Using this, it is not hard to conclude that $(n-1)^2 u_n \to 1$ as $n\to\infty$, and in fact, we can extract an asymptotic expansion of $u_n$ up to any prescribed order $\mathcal{O}(n^{-M})$.

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This is similar to Sangchul Lee's approach.

If we multiply $n!$ both sides of the recurrence, we obtain $$ n!u_{n+1}=(n-1)!u_n+\frac{n!}{n^2}. $$ Applying the above repeatedly, $$ u_{n+1}=\frac1{n!} \sum_{k=1}^n \frac{k!}{k^2} + \frac{u_1}{n!}. $$

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  • $\begingroup$ That's a really good method! Thanks $\endgroup$ – MiKiDe Jun 7 '20 at 9:17

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