Given a string s, find the longest palindromic substring in s. You may assume that the maximum length of s is 1000.
Example:
Input: "babad"
Output: "bab"
Note: "aba" is also a valid answer.
Example:
Input: "cbbd"
Output: "bb"
分析:
方法一:暴力求解
遍历字符串,判断以每一个字符为起始的子串是否为回文字符串,记录起始位置和长度。这是最容易想到的方法,但是时间复杂度较大。
方法二:动态规划
p[i][j]表示以第i个字符开始,第j个字符结束的子串是否为回文字符串,p[i][j]=1表示是回文字符串,p[i][j]=0表示不是回文字符串。起始状态p[i][i]=1
转移方程为:p[i][j]=1 if p[i+1][j-1] == 1 and s[i]==s[j] else 0。此方法时间复杂度为
class Solution(object): def longestPalindrome(self, s): """ :type s: str :rtype: str """ l = len(s) maxlen = 1 start = 0 p = [[0]*l for i in range(l)] for i in range(l): p[i][i]=1 if i < l-1 and s[i] == s[i+1]: p[i][i+1] = 1 maxlen = 2 start = i for length in range(3,l+1): for i in range(l-length+1): j = i + length -1 if p[i+1][j-1]==1 and s[i] == s[j]: p[i][j] = 1 maxlen = length start = i return s[start:start+maxlen]
方法三:中心扩展
把字符串中的每个字母作为中心,对称地向两边扩展,但要考虑两种情况,1、如aba,长度为奇数。2、如abba,长度为偶数的。这种方法的时间复杂度为
class Solution(object): def longestPalindrome(self, s): """ :type s: str :rtype: str """ maxlen = 1 start = 0 for i in range(len(s)): j = i-1 k = i+1 while j>=0 and k= maxlen: maxlen = k-j+1 start = j j -= 1 k += 1 for i in range(len(s)): j = i k = i+1 while j >= 0 and k < len(s) and s[j] == s[k]: if k-j+1 >= maxlen: maxlen = k-j+1 start = j j -= 1 k += 1 return s[start:start+maxlen]