I have been leaning about fixed point iterations, and have been introduced to the notion of rates of convergence, in the quadratic, and linear case. Consider a fixed point iteration $x_{n+1} = g(x_n)$, then the iteration converges linearly if $|x_{n+1} - \alpha| \leq C|x_n - \alpha|$, $C > 0$, and quadratically if $|x_{n+1} - \alpha| \leq K|x_n - \alpha|^2$, $K > 0$.
Are there any different rates of convergence? What are examples of say, sequences that converge, but neither quadratically nor linearly?
Thank you.
In addition to my comments you may want to have a look at http://pages.cs.wisc.edu/~amos/412/lecture-notes/lecture03.pdf and https://en.wikipedia.org/wiki/Rate_of_convergence