Algorithm to Compute the Length of the Longest Palindrome String

  • 时间:2020-10-12 15:39:01
  • 分类:网络文摘
  • 阅读:132 次

Given a string which consists of lowercase or uppercase letters, find the length of the longest palindromes that can be built with those letters. This is case sensitive, for example “Aa” is not considered a palindrome here. Assume the length of given string will not exceed 1,010.

Example: Input: “abccccdd”

Output:
7

Explanation:
One longest palindrome that can be built is “dccaccd”, whose length is 7.

A palindrome is a string that its reverse is the same string.

Greedy Algorithm to Compute Longest Palindrome

The first run is to count the occurences of each character and store the frequencies in a hash map e.g. unordered_map in C++. Then, when a character appears even number of times, we know we can use this letter to extend the candidate string into a palindrome by both sides of the strings – we update the length by the number of the characters. If, however, a character appears odd number of times e.g. t times, we still can increase the length by (t-1). However, at the end, the length need to add one because the middle of the palindrome can be a single character.

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
class Solution {
public:
    int longestPalindrome(string s) {
        unordered_map<char, int> count;
        for (const auto &ch: s) {
            if (count.find(ch) == count.end()) {
                count[ch] = 1;
            } else {
                count[ch] ++;
            }
        }
        int odd = 0, sum = 0;
        for (auto it = count.begin(); it != count.end(); it ++) {
            if (it->second % 2 == 0) {
                sum += it->second;
            } else {
                odd = 1;
                sum += it->second - 1;
            }
        }
        return sum + odd;
    }
};
class Solution {
public:
    int longestPalindrome(string s) {
        unordered_map<char, int> count;
        for (const auto &ch: s) {
            if (count.find(ch) == count.end()) {
                count[ch] = 1;
            } else {
                count[ch] ++;
            }
        }
        int odd = 0, sum = 0;
        for (auto it = count.begin(); it != count.end(); it ++) {
            if (it->second % 2 == 0) {
                sum += it->second;
            } else {
                odd = 1;
                sum += it->second - 1;
            }
        }
        return sum + odd;
    }
};

The time complexity is O(N) and the space complexity is also O(1) where N is the length of the input string. It is O(1) space because the string contains only uppercase and lowercase characters i.e. we can use a int[128] to store the frequencies instead – which obviously gives O(1) space complexity.

The Same Algorithm can be implemented in the following Java Program where to iterate over a Java Map (e.g. hashmap) can be done via Map.Entry and entrySet:

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
class Solution {
    public int longestPalindrome(String s) {
        Map<Character, Integer> data = new HashMap<>();
        for (char n: s.toCharArray()) {
            data.put(n, data.getOrDefault(n, 0) + 1);
        }
        int odd = 0, ans = 0;
        for (Map.Entry<Character, Integer> entry: data.entrySet()) {
            int cnt = entry.getValue();
            if (cnt % 2 == 0) {
                ans += cnt;
            } else {
                ans += cnt - 1;
                odd = 1;
            }
        }
        return ans + odd;
    }
}
class Solution {
    public int longestPalindrome(String s) {
        Map<Character, Integer> data = new HashMap<>();
        for (char n: s.toCharArray()) {
            data.put(n, data.getOrDefault(n, 0) + 1);
        }
        int odd = 0, ans = 0;
        for (Map.Entry<Character, Integer> entry: data.entrySet()) {
            int cnt = entry.getValue();
            if (cnt % 2 == 0) {
                ans += cnt;
            } else {
                ans += cnt - 1;
                odd = 1;
            }
        }
        return ans + odd;
    }
}

–EOF (The Ultimate Computing & Technology Blog) —

推荐阅读:
尘缘似水,何不淡写曾经  不一样的雨作文  生活需要苦难作文550字  热闹的除夕作文  心如止水,乱则不明  校园的竹林作文  视频内容如何提高搜索引擎优化排名  Google SEO优化,4个“另类”的排名方法  商城系统建设心得,轻松搞定选择困难  什么是PPC?为什么你会用到它? 
评论列表
添加评论