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October 2, 2015 16:48
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My first attempt toward Python language by implementing Longest Common Sub-sequence algorithm
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# recursive method | |
def lcs(a, b): | |
if(len(a) <= 0 or len(b) <= 0): | |
return 0 | |
elif(a[-1] == b[-1]): | |
return lcs(a[:-1], b[:-1]) + 1 | |
else: | |
return max(lcs(a[:-1], b), lcs(a, b[:-1])) | |
def lcs_dp(a, b): | |
# initilize list of matrix with len(a) * len(b) and zero as its element | |
word = [[0 for i in range(len(b) + 1)] for i in range(len(a) + 1)] | |
for x in range(1, len(a) + 1): | |
for y in range(1, len(b) + 1): | |
if(a[x-1] == b[y-1]): | |
word[x][y] = word[x-1][y-1] + 1 | |
else: | |
word[x][y] = max(word[x-1][y], word[x][y-1]) | |
return word[len(a)][len(b)] | |
print lcs('kuhkuh3', 'kuh') | |
print lcs_dp("aabdc", "kaacl") |
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