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Python Program for Generating Lyndon words of length n

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  • Difficulty Level : Expert
  • Last Updated : 24 Jan, 2022

Given an integer n and an array of characters S, the task is to generate Lyndon words of length n having characters from S.

A Lyndon word is a string which is strictly less than all of its rotations in lexicographic order. For example, the string “012” is a Lyndon word as it is less than its rotations “120” and “201”, but “102” is not a Lyndon word as it is greater than its rotation “021”.
Note: “000” is not considered to be a Lyndon word as it is equal to the string obtained by rotating it.


Input: n = 2, S = {0, 1, 2}
Output: 01
Other possible strings of length 2 are “00”, “11”, “20”, “21”, and “22”. All of these are either
greater than or equal to one of their rotations.

Input: n = 1, S = {0, 1, 2}
Output: 0

Approach: There exists an efficient approach to generate Lyndon words which was given by Jean-Pierre Duval, which can be used to generate all the Lyndon words upto length n in time proportional to the number of such words. (Please refer to the paper “Average cost of Duval’s algorithm for generating Lyndon words” by Berstel et al. for the proof)
The algorithm generates the Lyndon words in a lexicographic order. If w is a Lyndon word, the next word is obtained by the following steps:

  1. Repeat w to form a string v of length n, such that v[i] = w[i mod |w|].
  2. While the last character of v is the last one in the sorted ordering of S, remove it.
  3. Replace the last character of v by its successor in the sorted ordering of S.

For example, if n = 5, S = {a, b, c, d}, and w = “add” then we get v = “addad”.
Since ‘d’ is the last character in the sorted ordering of S, we remove it to get “adda”
and then replace the last ‘a’ by its successor ‘b’ to get the Lyndon word “addb”.

Below is the implementation of the above approach:


# Python implementation of
# the above approach
n = 2
S = ['0', '1', '2']
k = len(S)
# To store the indices
# of the characters
w = [-1]
# Loop till w is not empty
while w:
    # Incrementing the last character
    w[-1] += 1
    m = len(w)
    if m == n:
        print(''.join(S[i] for i in w))
    # Repeating w to get a
    # n-length string
    while len(w) < n:
    # Removing the last character
    # as long it is equal to
    # the largest character in S
    while w and w[-1] == k - 1:



Please refer complete article on Generating Lyndon words of length n for more details!

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