【leetcode】1048. Longest String Chain
题目如下:
Given a list of words, each word consists of English lowercase letters.
Let's say
word1
is a predecessor ofword2
if and only if we can add exactly one letter anywhere inword1
to make it equal toword2
. For example,"abc"
is a predecessor of"abac"
.A word chain is a sequence of words
[word_1, word_2, ..., word_k]
withk >= 1
, whereword_1
is a predecessor ofword_2
,word_2
is a predecessor ofword_3
, and so on.Return the longest possible length of a word chain with words chosen from the given list of
words
.Example 1:
Input: ["a","b","ba","bca","bda","bdca"]
Output: 4
Explanation: one of the longest word chain is "a","ba","bda","bdca".Note:
1 <= words.length <= 1000
1 <= words[i].length <= 16
words[i]
only consists of English lowercase letters.
解题思路:典型的动态规划的场景。设dp[i]为word[i]的单词链最长距离,如果word[i]是word[j]的predecessor,那么有dp[i] = max(dp[i], dp[j] + 1)。至于如何判断word[i]是否是word[j]的predecessor?对两个单词进行逐位比较,只允许有某一个的字符不一样。
代码如下:
class Solution(object):
def longestStrChain(self, words):
"""
:type words: List[str]
:rtype: int
"""
def isPredecessor(s1,s2):
add = False
s1_inx = 0
s2_inx = 0
while s1_inx < len(s1) and s2_inx < len(s2):
if s1[s1_inx] == s2[s2_inx]:
s1_inx += 1
s2_inx += 1
elif add == False:
s2_inx += 1
add = True
else:
return False
return True
words.sort(cmp=lambda x,y:len(x) - len(y))
dp = [1] * len(words)
res = 1
for i in range(len(words)):
for j in range(0,i):
if len(words[i]) == len(words[j]):
break
elif len(words[i]) - 1 > len(words[j]):
continue
else:
if isPredecessor(words[j],words[i]):
dp[i] = max(dp[i],dp[j]+1)
res = max(res,dp[i])
#print words
#print dp
return res
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