Existence of Base-N Representation

Theorem
Given a number $x \in \left[{0 \,.\,.\, 1}\right)$, there exists a representation of that number in a base-$p$ positional system.

Specifically, there exists a sequence $\left \langle{a_n}\right \rangle$ such that:


 * $0 \le a_n < p$, and


 * $\displaystyle \sum_{n \mathop = 1}^\infty \frac{a_n} {p^n}$ converges to $x$.

Unless $\left \langle{a_n}\right \rangle$ terminates (i.e. $a_n = 0$ for all sufficiently large $n$), then this representation is unique.

If $\left \langle{a_n}\right \rangle$ does terminate, then there is exactly one other sequence which satisfies the criteria of the theorem.

Existence of Representation
Define:
 * $\displaystyle a_j = \left \lfloor{\left({x - \sum_{i \mathop = 1}^{j-1} \frac{a_i}{p^i} }\right) p^j} \right \rfloor$

where we accept the vacuous summation $\displaystyle \sum_{i \mathop = 1}^0 a_i p^{-i} = 0$.

This recursive definition allows for all $a_n$ to be computed.


 * Lemma: This will always be less than $p$.


 * Proof: Suppose to the contrary $\exists n$ such that $a_n\geq p$.


 * Then:
 * $\displaystyle a_n = \left \lfloor{\left({x - \sum_{i \mathop = 1}^{n-1} \frac{a_i}{p^i}}\right) p^n}\right \rfloor \ge p$


 * But then we can pull out the final term of the sum and divide by $p$ to get:


 * $\displaystyle \left({x - \sum_{i \mathop = 1}^{n-2} \frac{a_i}{p^i}}\right) p^{n-1} \ge 1 + a_{n-1}$


 * This left-hand side is of course just:


 * $a_{n-1} + \text{something in} \ \left[{0 \,.\,.\, 1}\right) \ge 1 + a_{n-1}$


 * which is impossible.

Define $\displaystyle s_n = \sum_{i \mathop = 1}^n a_i p^{-i}$.

Since $\forall i \in \N: a_i, p^{-i} > 0$, this series is increasing.

It is also bounded above by $x$ by construction: at every point in the series, we add precisely as many $p^{-n-1}$ as will fit in $x-s_n$ without going over $x$:


 * Lemma: $\forall n \in \N: s_n \le x$


 * Proof: We have:
 * $s_1 = a_1 p^{-1} = \left \lfloor{x p}\right \rfloor p^{-1} \le x p p^{-1} = x$


 * Suppose we have $s_j<x$ for some $j$.
 * By definition:
 * $s_{j+1} - s_j = a_{j+1} p^{-1-j}$


 * But:
 * $a_{j+1}p^{-1-j} = \left \lfloor{ \left({x - s_j}\right) p^{1+j}}\right \rfloor p^{-1-j} \le (x-s_j) $


 * So $s_{j+1} - s_j \le x - s_j \implies s_{j+1} \le x$.


 * Now suppose we have instead $s_j = x$.


 * Again we have $s_{j+1} - s_j = a_{j+1} p^{-1-j}$.


 * But now:
 * $a_{j+1} p^{-1-j} = \left \lfloor{\left({x-s_j}\right) p^{1+j}}\right \rfloor p^{-1-j} = 0 \implies s_{j+1} = s_j = x$


 * This completes the induction proof.

It remains to be shown this series converges to $x$.

Observe that in the sum $\displaystyle s_{k-1} + a_k p^{-k} = s_k$, we have defined $\displaystyle a_k = \left \lfloor{\left({x - \sum_{i \mathop = 1}^{k-1} \frac{a_i}{p^i}}\right) p^k}\right \rfloor$ to count precisely how many $p^{-k}$ will fit in $x-s_{k-1}$.

We could never have $x - s_k \ge p^{-k}$ because that would mean $a_k$ had undercounted by $1$.

Therefore, $x-s_k < p^{-k}$.

Let $\epsilon >0$.

Then set $z = -\log_p \epsilon$.

Then $N > z \implies x - s_N < p^{-N} < p^{\log_p} \epsilon = \epsilon$.

Since $\left \langle {s_k}\right\rangle$ is increasing, bounded above by $x$, and comes arbitrarily close to $x$, we have $\left \langle{s_n}\right \rangle \to x$.

Uniqueness of Representation
Let $\left \langle {a_n}\right \rangle$ be the sequence defined in the definition of the theorem.

Let $\left \langle {b_n}\right \rangle$ be some sequence of integers $0 \le b_n < p$ such that $\left \langle {t_n}\right \rangle \to x$ where $\displaystyle t_n = \sum_{i \mathop = 1}^n b_i p^{-i}$.

We wish to show that $a_n = b_n \forall n$, unless $x = q p^{-k}$ for some $k \in \N$.

Assume to the contrary that there are terms which do not agree and let $b_m$ be the first term of $\left \langle {b_n}\right \rangle$ which does not agree with $\left \langle {a_n}\right \rangle$.

Then $b_m > a_m \lor b_m < a_m$.

Let us consider the first case.

We know that $a_m $ counts precisely how many $p^{-m}$ can be added to $s_{m-1}$ without exceeding $x$.

So we can be sure that if $b_m > a_m$, then $s_{m-1} + b_m p^{-m} = t_{m-1} + b_m p^{-m} = t_m > x$.

Since $\left \langle {t_n}\right \rangle$ is always increasing, it can never converge to $x$.

Now consider the second case, $b_m < a_m$.

First, we will need a lemma:


 * Lemma: $\exists N \in \N : \left({\forall n \ge N: \ a_n = 0}\right) \iff \left({x = q p^{1-N}}\right)$


 * Proof:
 * ($\implies$)


 * Suppose $\exists N : \forall n \ge N: a_n = 0$.


 * Then:
 * $\displaystyle x = \sum_{n \mathop = 1}^\infty a_n p^{-n} = \sum_{n \mathop = 1}^{N-1} a_n p^{-n}$


 * But $a_n p^{-n} = a_n p^{N-1-n} p^{1-N}$.


 * Since $x$ is a sum of these terms of $p^{N-1}$, we must have $x = q p^{N-1}$ for some $q \in \N$.


 * ($\ \Longleftarrow$)
 * Suppose $x = q p^{1-N}$.


 * Observe that since $p^{1-N} \backslash s_{N-1}$ (where $\backslash$ indicates divides), we must have $s_{N-1} = x$.


 * Since $\left \langle{s_n}\right \rangle \to x$ and is strictly increasing, we must have all successive terms equal to zero.

Now suppose that $x = q p^{-k}$ for some $k \in \N$.

We wish to show that there are only two series which converge to $x$:
 * the series $\displaystyle \left \langle{s_n}\right \rangle = \sum_{n \mathop = 1}^\infty \frac{a_n} {p^n}$ as defined above;
 * another series we describe now.

Consider the sequence $\left \langle{a_n}\right \rangle$ when $x = q p^{-k}$.

Now we define:
 * $b_n = \begin{cases}

a_n & : n < k \\ a_n - 1 & : n = k \\ p - 1 & : n > k \end{cases}$

Then we see that:

So, this series converges to $x$ as well.

Let us suppose, finally, that $x \ne q p^{-k}$ for any $k \in \N$.

We have already shown that if the first differing term of another series $b_n$ is greater than the corresponding term $a_n$, the sum series cannot converge to $x$.

Now we examine the case $b_m < a_m$ at the first differing term.

As we saw above, if the first term to differ is only one less, ie, $b_m = a_m-1$, then it is necessary for every other term afterwards to be increased from $0$ to $p-1$ in order to make up for this deficit.

The remaining terms of course, cannot be increased more than this, or they would violate the condition that all terms be less than $p$.

Since in the case $x \ne q p^{-k}$, there are no infinite strings of zeroes, we cannot decrease any one term and increase the succeeding terms by $p - 1$.

Also see

 * Basis Expansion for how this applies to the representation of a real number.


 * Basis Representation Theorem for an equivalent proof for integers.