Can you give me an example of a point of a discrete dynamical system that is neither a fixed point or periodic point, nor in the orbit of a periodic fixed point, but fulfills the definition of either "stable", "attracting" or "asymptotically stable"?
(Pick your favorite way to define these three concepts, as long as you use first-principle definitions and not those where you use eigenvalues, which are actually a consequence of the former, as there are small variations between books.)
How about continuous systems and equilibrium points and periodic solutions?
How about one-dimensional vs. multidimensional discrete/continuous systems?
I'm asking this, because these concepts three usually are only defined in case of discrete systems for fixed points, periodic points and orbits of periodic points - though one could define them actually for any set of points $S\subseteq M$. (And similar considerations hold for continuous systems.)
So the question is, if for any other (set of) point(s), these definitions would always be vacuous (then I'd ask a proof that for points that are neither fixed nor periodc in which case it would make sense to formulated the definition of these concepts only for such restricted classes of points.
Let me summarize my comments in an answer. A pretty simple example of a disrete dynamical system with non-trivial (i.e., not a fixed or periodic point) attractor would be the following: $$ \overline{r} = 1 + \alpha (r - 1), \; \overline{\phi} = \phi + \theta \cdot \frac{1+r^2}{2} \mod 2\pi,$$ where $0 < \alpha <1, \; r \in \mathbb{R}, \; \phi \in \mathbb{S}^1$ and $\frac{\theta}{\pi} \not \in \mathbb{Q}$. The dynamics for $r$ can be analyzed separately from dynamics of $\phi$: it is a linear monotonous mapping which has exactly one fixed point at $r=1$ and no other periodic or fixed points. So, if any periodic points of full mapping do exist, they must be contained in $r=1$. Let's see what happens when $r =1$: $(1, \tilde{\phi}) \mapsto (1, \tilde{\phi} + \theta \mod 2\pi)$, so the set $r =1$ is an invariant set. Because of monotonicity, it is possible to show that the image of any set $\alpha < r < \beta$ with $\alpha < 1 < \beta$ lies in the interior of itself. You can recognize that these properties are enough to call $r = 1$ an attractor in the common sense (see the beginning of Scholarpedia article). However, what happens exactly on the attractor? As we've already shown, the dynamics on this attractor is described by the mapping $\tilde{\phi} \mapsto \tilde{\phi} + \theta \mod 2\pi$. This is known as an irrational rotation of a circle, and for our choice of $\theta$ ($\theta$ and $2\pi$ are rationally inconsummerate, i.e. $\theta / \pi \not \in \mathbb{Q}$) it has no periodic or fixed points.