5. Longest Palindromic Substring 题解

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题目:

  • Total Accepted: 202411
  • Total Submissions: 805973
  • Difficulty: Medium
  • Contributor: LeetCode

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"

动态规划方法:
我们要知道如何避免不必要的重新计算,验证回文。如果我们已经知道的'bab”''bab”是回文,那么可知,“'ababa”''ababa”必是回文,因为左右两端字母是一样的。
定义p(i,j)p(i,j)如下:
P(i,j)={true,if the substring Si…Sj is a palindromefalse,otherwise. P(i,j)={true,if the substring Si…Sj is a palindromefalse,otherwise. 
因此,
P(i, j) = ( P(i+1, j-1) \text{ and } S_i == S_j )P(i,j)=(P(i+1,j−1) and S​i​​==S​j​​)
基本情况如下:
P(i, i) = trueP(i,i)=true
P(i, i+1) = ( S_i == S_{i+1} )P(i,i+1)=(S​i​​==S​i+1​​)
复杂度分析
.Time complexity : O(n^2)O(n​2​​). This gives us a runtime complexity of O(n^2)O(n​2​​).
.Space complexity : O(n^2)O(n​2​​). It uses O(n^2)O(n​2​​) space to store the table.
这是以abade为例,得到的dp矩阵:
给出代码:
public String longestPalindrome(String s) {
    boolean[][] flag = new boolean[s.length()][s.length()];
    int maxlen = 0,start = 0;
    for(int i = 0;i < s.length(); i++){
        flag[i][i] = true;
        maxlen = 1;
        start = i;
    }
    for(int i = 0;i < s.length()-1; i++)
        if(s.charAt(i)==s.charAt(i+1)){
            flag[i][i+1] = true;
            maxlen = 2;
            start = i;
        }
    for(int len = 3; len<= s.length(); len++)
        for(int i = 0;i < s.length()-len+1; i++){
            int j = i+len-1;
            if(s.charAt(i)==s.charAt(j)&&flag[i+1][j-1]==true){
                flag[i][j] = true;
                maxlen = len;
                start = i;
            }
        }
    return s.substring(start, start+maxlen);
}



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