[Math] On convergence of a recursively defined sequence

real-analysis

For $\alpha \in \mathbb{R}$, define the sequence $\{x_n \}$ by $x_1 = \alpha$, and $x_{n+1} = x_n^2 – 1 $. It is true that if the sequence converges, then it must converge to $ (1 \pm \sqrt{5} ) /2$. Find all values of $\alpha$ s.t. the sequence converges to $ (1 + \sqrt{5} ) /2$.

My main line of attack that I kept returning to was to try to express $x_n$ as a function of $\alpha$, so as to determine what properties $\alpha$ must have for the desired convergence. But the sequence becomes very unweilding as an explicit function of $\alpha$. I've also discovered that convergence will fail for values of $\alpha \in \{1, -1, 0, \}$, but also have trouble determining the all the bad values of $\alpha$. Hints appreciated.

Best Answer

Let $\displaystyle \varphi = \frac{1 + \sqrt{5}}{2}$

I get that $\displaystyle \varphi$ and $\displaystyle -\varphi$ are the only two starting values where the sequence converges to $\displaystyle \varphi$.

Consider

$x_{n+1} - x_n = (x_n + \frac{1}{\varphi})(x_n - \varphi)$

Now

If $x_n \gt \varphi$, then $x_{n+1} \gt x_n$. So if the sequence ever goes greater that $\varphi$, it will keep increasing.

If $-\frac{1}{\varphi} \lt x_n \lt \varphi$, then $x_{n+1} \lt x_n$.

If $x_n \lt -\frac{1}{\varphi}$ then $x_{n+1} \gt x_n$.

If the sequence ever goes below $\varphi$ (except for $-\varphi$), then the sequence is "pulled" towards the left or right of $\varphi$, but never towards it (basically always away from it).

Also notice that, there is no starting value for which $x_{n+1} = -\varphi$, as $-\varphi = c^2 -1$ has no real solutions.

Also the only value for $x_n$ which makes $x_{n+1} = \varphi$, is $x_n = \pm \varphi$.