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:103 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:
求这五个整数的平均数  求AB两地距离及原计划行驶时间  运输队要运2000件玻璃器皿  5厘米宽的纸6等分  据称是难倒数学教授的小学奥数题  3个动物进行200米的赛跑  8个谜语全猜对的有多少人  小学数学知识问答  在长方形ABCD里做一个如上图的半圆和扇形  学校买矿泉水24元一箱 
评论列表
添加评论