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    <title>Is the &amp;#034;average&amp;#034; of the function $\mathcal{G}:\mathbb{R}\to\mathbb{R}$ non-zero and finite?</title>
    <link>https://community.wolfram.com/groups/-/m/t/3778637</link>
    <description>This is a restatement of [this post][1], since it is difficult to read and [this post][2] since the latter might later be closed. I don&amp;#039;t know where else to share.&#xD;
&#xD;
**Motivation:** Consider the function $\mathcal{G}:\mathbb{R}\to\mathbb{R}$,&#xD;
&#xD;
&amp;gt;  (**Example of** $\mathcal{G}$) Let $(q_t)_{t\in\mathbb{N}}$ be a [numbering][3] of the rational numbers and $k_t=2^{2^t}$, and define functions $s_t$ as follows:&#xD;
&amp;gt;&#xD;
&amp;gt; If $s_0=0$ everywhere and: &#xD;
$$\small{ s_{t+1}(x)=\begin{cases} q_{t/2} &amp;amp; x\in\bigcup_{j\in\{1,\cdots,t\}}(q_j-1/k_t,q_j+1/k_t), \, t \text{ is even}\\ k_t^2 &amp;amp; x \in\bigcup_{j\in\{1,\cdots,t\}}(q_j-1/k_t,q_j+1/k_t), \, t \text{ is odd}\\ s_t(x) &amp;amp; \text{otherwise} &#xD;
\end{cases}}$$ each $s_{t+1}$ agrees with $s_t$ at all real numbers except a set of measure $&amp;lt;1/2^t$ for big $t$, so one could consider $\mathcal{G}$ the pointwise limit of the functions $s_t$, which is defined everywhere except measure $0$ (in those bad points just define $\mathcal{G}=0$). &#xD;
&#xD;
Here is the partial code of the example using Mathematica:&#xD;
&#xD;
    Clear[&amp;#034;Global`*&amp;#034;]&#xD;
&#xD;
    enumerateRationals[n_Integer?Positive] := &#xD;
      Module[{posRationals, &#xD;
        fullList},(*Generate enough positive rationals using the Calkin-&#xD;
       Wilf step*)&#xD;
&#xD;
       posRationals = NestList[1/(2 Floor[#] - # + 1) &amp;amp;, 1, Ceiling[n/2]];&#xD;
       (*Interleave:0,q1,-q1,q2,-q2...*)&#xD;
&#xD;
       fullList = Riffle[posRationals, -posRationals];&#xD;
&#xD;
       Prepend[fullList, 0][[1 ;; n]]];&#xD;
&#xD;
    enumerateRationals[0] = {};&#xD;
&#xD;
    q[t_] := q[t] = enumerateRationals[t][[t]]&#xD;
    (*Takes the t-value in an enumeration*)&#xD;
&#xD;
    k[t_] := k[t] = 2^(2^t)&#xD;
&#xD;
    s[0, _] = 0;&#xD;
    s[t_Integer, x_] := &#xD;
     s[t, x] = &#xD;
      Piecewise[{{q[(t - 1)/2], &#xD;
         EvenQ[t - 1] &amp;amp;&amp;amp; &#xD;
          0 &amp;lt;= Min[Abs[x - enumerateRationals[t - 1]]] &amp;lt; 1/k[t - 1]}, {k[&#xD;
           t - 1]^2, &#xD;
         OddQ[t - 1] &amp;amp;&amp;amp; &#xD;
          0 &amp;lt;= Min[Abs[x - enumerateRationals[t - 1]]] &amp;lt; 1/k[t - 1]}}, &#xD;
       s[t - 1, x]]&#xD;
&#xD;
    FullSimplify[PiecewiseExpand[s[5, x]]]&#xD;
    (*Example of s[t,x]*)&#xD;
&#xD;
(I want to compute `s[t,x]` as `t-&amp;gt;Infinity` to get $\mathcal{G}(x)$ or `bigG[x]`.)&#xD;
&#xD;
In the usual sense, the mean of $\mathcal{G}$ with respect to the Lebesgue measure over a family of bounded sets converging to $\mathrm{dom}(\mathcal{G})=\mathbb{R}$ is always undefined, since $\mathcal{G}$ satisfies two properties:&#xD;
&#xD;
1. The restriction of $\mathcal{G}$ to any interval has infinite area both above and below $y=0$.&#xD;
2. For all $a&amp;lt;b$ and $c&amp;lt;d$ real numbers, $\{x\in (a,b):\mathcal{G}(x) \in (c,d)\}$ is a set with positive Lebesgue measure.&#xD;
&#xD;
Furthermore, the mean w.r.t. the Hausdorff measure in its dimension of a family of bounded functions (with different bounded domains) converging to $\mathcal{G}$ is defined but has different values depending on the family of bounded functions chosen. Hence, the former mean is non-unique.&#xD;
&#xD;
**Question:** In my concept paper (see the following summary and attatchments), assuming $\mathbf{R}$ is the origin and $E=1/2$, what is the *average* of the example of $\mathcal{G}$ using Mathematica? Is the &amp;#034;average value&amp;#034; non-zero and finite? If not, explain why?&#xD;
&#xD;
&amp;gt; Every reference in the next section refers to the Sections, Definitions, and pages of the concept paper.&#xD;
&#xD;
## Summary of The Concept Paper##&#xD;
&#xD;
My attempt to average of $\mathcal{G}(x)$ on $\small{(-\infty,+\infty)}$ is defined w.r.t. to four definitions:&#xD;
&#xD;
 - The [reference point][6] $\mathbf{R}\in\mathbb{R}^{2}$:&#xD;
&#xD;
&amp;gt; For every *chosen* reference point, there should be a unique, &amp;#034;satisfying&amp;#034; (i.e., see the section &amp;#034;**Modeling Question Summary**&amp;#034; at the bottom), and either:&#xD;
&amp;gt;&#xD;
&amp;gt; 1. a finite mean of $\mathcal{G}$&#xD;
&amp;gt; 2. if not a finite mean of $\mathcal{G}$, then an infinite mean&#xD;
&amp;gt; 3. if not a finite or infinite mean, then an undefined mean of $\mathcal{G}$.&#xD;
&#xD;
 - The &amp;#034;measure&amp;#034; (Definitions 20-22 (pg. 20-25) of a family of each bounded function’s graph, where $\{G_r^{\star}:r\in\mathbb{R}^{+}\}=\{\mathrm{graph}(f_r^{\star}):r\in\mathbb{R}^{+}\}$ and $\{f_r^{\star}:r\in\mathbb{R}^{+}\}$ is a family of bounded functions with different bounded domains converging to $\mathcal{G}$):&#xD;
&#xD;
&amp;gt; The preliminary step to defining the &amp;#034;measure&amp;#034; of a family of each bounded function&amp;#039;s graph (Definition 20, pg. 20-22) is to partition each of their graphs into equal measure sets which take a sample point from each partition, pathways of line segments between sample points, lengths of line segments in each pathway, removed lengths which are outliers, remaining lengths which are converted into a probability distribution, the entropy of the distribution, and the maximum entropy w.r.t all pathways.&#xD;
&amp;gt;&#xD;
&amp;gt; -----------------&#xD;
&amp;gt;&#xD;
&amp;gt; &amp;#039;The &amp;#034;measure&amp;#034; (Definition 22, pg. 23-25) involves the supremum of the sample size (i.e., when applying the preliminary step to each bounded function&amp;#039;s graph in a chosen family) such that the entropy in the preliminary step is less than or equal to the entropy (i.e., when applying the preliminary step to each bounded function&amp;#039;s graph in a &amp;#034;non-equivalent&amp;#034; family [Definition 18-19, pg. 19-20]), then dividing the former by the original sample size (i.e., when applying the preliminary step to each bounded function&amp;#039;s graph in a chosen family) and taking its &amp;#034;supremum&amp;#034; and &amp;#034;infimum&amp;#034; w.r.t. to all possible partitions and samples. (The &amp;#034;supremum&amp;#034; and &amp;#034;infimum&amp;#034; should be equal.) To better understand the definitions, consider the following examples (Section A.7.1-A.7.3, pg. 179-197).&#xD;
&#xD;
 - The expected rate of expansion:&#xD;
&#xD;
&amp;gt; The expected rate of expansion is an arbitrary fixed constant and is&#xD;
&amp;gt; written as the function $E:\mathcal{A}(A)\to\mathbb{R}$ (i.e.,&#xD;
&amp;gt; $\mathcal{A}(A):=\mathbb{R}^{+}$ is the chosen index set of a family of functions or&#xD;
&amp;gt; sets).&#xD;
&#xD;
 - The actual rate of expansion (Definition 23, pg. 25-26):&#xD;
&#xD;
&amp;gt; The actual rate of expansion of a family of each bounded function&amp;#039;s&#xD;
&amp;gt; graph is a function of the &amp;#034;average&amp;#034; $2$-dimensional Euclidean&#xD;
&amp;gt; distance between every point in each bounded function&amp;#039;s graph and the&#xD;
&amp;gt; reference point $\mathbf{R}\in\mathbb{R}^{2}$&#xD;
&#xD;
-------&#xD;
&#xD;
### Modeling Question Summary: ###&#xD;
&#xD;
&amp;gt; Combining &amp;#034;the measure&amp;#034; and the actual rate of expansion, we get a general notion of the choice function in the modeling question (Section 3.1, pg. 27-30). The choice function should pick &amp;#034;equivelant&amp;#034; families (Definition 15-17, pg. 17-18) of bounded functions converging to $\mathcal{G}$ which satisfy all the criteria in the modeling question, such that:&#xD;
&amp;gt;&#xD;
 - the &amp;#034;measure&amp;#034; (Definition 20-22, pg. 20-25) of each chosen family of each bounded function&amp;#039;s graph increases at a rate linear or superlinear (Definition 22, pg. 23-25) to that of each &amp;#034;non-equivelant&amp;#034; family (Definition 18-19, pg. 19-20) of each bounded function&amp;#039;s graph (Section 3.1 criterion 2)&#xD;
 - the absolute difference between the $y$-coordinate of the reference point $\mathbf{R}\in\mathbb{R}^{2}$ and the mean of each chosen family of bounded functions converging to $\mathcal{G}$ is minimized (Definition 13 [pg. 13-14], Section 3.1 criterion 4)&#xD;
 - the absolute difference between the expected rate of expansion and the actual rate of expansion of each chosen family of each bounded function&amp;#039;s graph is minimized  (Definition 23 [pg. 25-26], Section 3.1 criterion 4), &#xD;
&amp;gt;&#xD;
so that it&amp;#039;s more likely the choice function, which answers the modeling question, chooses the desired families. Hence, we take the mean of the chosen &amp;#034;equivelant&amp;#034; (Definition 15-17, pg. 17-18) families as the new mean (i.e., the &amp;#034;equivelant&amp;#034; families should have the same mean). &#xD;
&#xD;
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  [4]: https://mathematica.stackexchange.com/a/319780/34171&#xD;
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