plotting complicated function
I would like to approximate the sum $$h(a,x) = \frac{-2}{n} \sum_{n=0}^{n-1} log|T_a^n(x)| $$ where $n$ is large like $n= 1000 - 5000$ and for a fixed $a$ $$T_a(x) = \Big|\frac{1}{x}\Big| - \Big\lfloor{\Big|\frac{1}{x}\Big| - 1 +a}\Big\rfloor$$ where $x \in (0,1).$
By fixing $x$ to be a value $x_0 \in (0,1)$, e.g. $x_0 = 1/\pi$, $$h(a, x_0) = h(a, 1/\pi)$$ a function of one variable, and I want to plot a 2D graph of point $(a, h(a, 1/\pi))$, by fixing $n = 2000$, for $a \in [0,1].$
I figure how to calculate the value at one given $a$ using SageMath, for example, when $a = 1$,
T(x) = 1/x - floor(1/x)
s = 0
for k in xrange(0, 1000):
a = 0
a = nest(T, k, 0.79)
b = abs(a)
c = log(b)
s = s + c
Then $\frac{-2}{1000}s$ give the approximation for the sum when $x = 0.79$, $n = 1000$, $a = 1$.
But for plotting, I think I need to define the function $h(a, x)$ which is a summation over composition of functions. I tried to use sum and symbolic_sum but failed.
Any help how to achieve this please?
I suspect that you want to write $|T_a(x)|^k$ instead of $T_a^n(x)$, right? Otherwsie, what means $T^n$ here?
@Masacroso: it means the function $T_a$ is applied $n$ times. For example, $T_a^2(x) = T_a(T_a(x))$.
well, in first place note that $$T_a(x)=x^{-1}-\lfloor \lfloor x^{-1}\rfloor +\{x^{-1}\}-r\rfloor=\{x^{-1}\}-\lfloor \{x^{-1}\}-r\rfloor=\{x^{-1}\}+[r>\{x^{-1}\}]$$ for $r\in[0,1]$ and where $[\cdot ]$ is an Iverson bracket and $\{x^{-1}\}$ is the fractional part of $x^{-1}$. But then note that $T_a(T_a((x))$ is not defined when $\{ x^{-1} \}=0$ and $r\le \{x^{-1}\}$.
In that branch of mathematics, it's usual to study functions that are defined only almost everywhere. The set of measure zero where they are not defined is just disregarded and "does not matter". Of course, when experimenting with a computer, it can turn out to matter.