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Lexicographical position of a string in its type class

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Problem Detail: 

I have the following problem:

Given a string $x\in\{1,...,M\}^+$ of length $n$. Let $S$ be the set of all words with exactly the same numbers of occurences of smybols as in $x$. In fact, $S$ consists of all permutations of $x$. We call this set the type class of $x$.

My question:

How to compute the position of $x$ in the lexicographical ordering of $S$?

I found the paper "Enumerative source coding" written by Thomas M. Cover, where this position function $i_{S}$ is shown for binary alphabets (in the following the alphabet is $\{0,1\}$):

$i_S(x_1x_2\cdots x_n)=\sum\limits_{k=1}^{n}x_k\cdot$ $n-k\choose n(w,k)$

with $\;\;n(w,k)=w-\sum\limits_{j=1}^{k-1}x_j\;\;\;$

and $\;\;w$ is the number of occurrences of $1$ in $x\;\;$ ($w=\sum\limits_{k=1}^{n}x_k$).

Unfortunately, i do not know how to extend this formula to alphabets of size $M$. Any help?

Asked By : Danny
Answered By : Yuval Filmus

This is yet another example of enumerative encoding. Suppose that $x$ has $\alpha_i$ symbols of type $i$. The size of $S$ is then the multinomial coefficient $\binom{n}{\alpha_1,\ldots,\alpha_M}$. Pascal's identity reads $$ \binom{n}{\alpha_1,\ldots,\alpha_M} = \sum_{i\colon \alpha_i \neq 0} \binom{n-1}{\alpha_1,\ldots,\alpha_i-1,\ldots,\alpha_M}. $$ In the lexicographic ordering of $S$, the strings starting with $1$ (if any) constitute the first $\binom{n-1}{\alpha_1-1,\ldots,\alpha_M}$ positions, the strings starting with $2$ (if any) constitute the following $\binom{n-1}{\alpha_1,\alpha_2-1,\ldots,\alpha_M}$ positions, and so on. So $x_1$ already gives you an interval of length $\binom{n-1}{\alpha_1,\ldots,\alpha_{x_1}-1,\ldots,\alpha_m}$ to which $x$ belongs in the lexicographical ordering of $S$. To find its location within the interval, recurse: examine $x_2$, then $x_3$, and so on.

Here is the resulting algorithm, returning a $0$-based position:

  1. Set $P \gets 0$.
  2. For $i=1,\ldots,n$:
    1. Set $P \gets P + \sum_{j < x_i, \alpha_j \neq 0} \binom{n-i}{\alpha_1,\ldots,\alpha_j-1,\ldots,\alpha_M}$.
    2. Set $\alpha_{x_i} \gets \alpha_{x_i} - 1$.
  3. Return $P$.
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