Skip to content
This repository was archived by the owner on Oct 3, 2020. It is now read-only.

LCS py implementation #50

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
53 changes: 53 additions & 0 deletions lcs.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,53 @@
# Dynamic programming implementation of LCS problem

# Returns length of LCS for X[0..m-1], Y[0..n-1]
def lcs(X, Y, m, n):
L = [[0 for x in range(n+1)] for x in range(m+1)]

# Following steps build L[m+1][n+1] in bottom up fashion. Note
# that L[i][j] contains length of LCS of X[0..i-1] and Y[0..j-1]
for i in range(m+1):
for j in range(n+1):
if i == 0 or j == 0:
L[i][j] = 0
elif X[i-1] == Y[j-1]:
L[i][j] = L[i-1][j-1] + 1
else:
L[i][j] = max(L[i-1][j], L[i][j-1])

# Following code is used to print LCS
index = L[m][n]

# Create a character array to store the lcs string
lcs = [""] * (index+1)
lcs[index] = ""

# Start from the right-most-bottom-most corner and
# one by one store characters in lcs[]
i = m
j = n
while i > 0 and j > 0:

# If current character in X[] and Y are same, then
# current character is part of LCS
if X[i-1] == Y[j-1]:
lcs[index-1] = X[i-1]
i-=1
j-=1
index-=1

# If not same, then find the larger of two and
# go in the direction of larger value
elif L[i-1][j] > L[i][j-1]:
i-=1
else:
j-=1

print("LCS of " + X + " and " + Y + " is " + "".join(lcs) )

# Driver program
X = "acf"
Y = "abcf"
m = len(X)
n = len(Y)
lcs(X, Y, m, n)