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    Ruby实现的最长公共子序列算法

    作者:admin 时间:2021-02-07 06:22

    最长公共子序列,LCS,动态规划实现。

    #encoding: utf-8
    #author: xu jin, 4100213
    #date: Nov 01, 2012
    #Longest-Commom-Subsequence
    #to find a longest commom subsequence of two given character arrays by using LCS algorithm
    #example output:
    #The random character arrays are: ["b", "a", "c", "a", "a", "b", "d"] and ["a", "c", "a", "c", "a", "a", "b"]
    #The Longest-Commom-Subsequence is: a c a a b
    
    chars = ("a".."e").to_a
    x, y = [], []
    1.upto(rand(5) + 5) { |i| x << chars[rand(chars.size-1)] }
    1.upto(rand(5) + 5) { |i| y << chars[rand(chars.size-1)] }
    printf("The random character arrays are: %s and %s\n", x, y)
    c = Array.new(x.size + 1){Array.new(y.size + 1)}
    b = Array.new(x.size + 1){Array.new(y.size + 1)}
    
    def LCS_length(x, y ,c ,b) 
       m, n = x.size, y.size
       (0..m).each{|i| c[i][0] = 0}
       (0..n).each{|j| c[0][j] = 0}
       for i in (1..m) do
        for j in(1..n) do
        if(x[i - 1] == y [j - 1])
         c[i][j] = c[i - 1][j - 1] + 1;
         b[i][j] = 0
        else
         if(c[i - 1][j] >= c[i][j - 1])
          c[i][j] = c[i - 1][j]
          b[i][j] = 1
         else
          c[i][j] = c[i][j - 1]
          b[i][j] = 2
         end
        end
       end
       end
    end
    
    def Print_LCS(x, b, i, j)
      return if(i == 0 || j == 0)
      if(b[i][j] == 0)
        Print_LCS(x, b, i-1, j-1)
        printf("%c ", x[i - 1])
      elsif(b[i][j] == 1)
        Print_LCS(x, b, i-1, j)
      else
        Print_LCS(x, b, i, j-1)
      end
    end
    
    LCS_length(x, y, c ,b) 
    print "The Longest-Commom-Subsequence is: "
    Print_LCS(x, b, x.size, y.size)
    

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