给定一个字符串str ,任务是找到 str 周围以str[i]为中心的奇数长度回文子序列的数量,即每个索引都将被一一视为中心。
例子:
Input: str = “xyzx”
Output: 1 2 2 1
For index 0: There is only a single sub-sequence possible i.e. “x”
For index 1: Two sub-sequences are possible i.e. “y” and “xyx”
For index 2: “z” and “xzx”
For index 3: “x”
Input: str = “aaaa”
Output: 1 3 3 1
方法:我们将使用动态规划来解决这个问题。让我们将字符串str 的长度表示为N 。现在,让dp[i][j]表示从0到i – 1的回文子序列的数量和从j到N – 1的回文子序列的数量。
令len为i和j之间的距离。对于每个长度len ,我们将修复我们的i和j ,并检查字符str[i]和str[j]是否相等。然后根据它,我们将进行 dp 转换。
If str[i] != str[j] then dp[i][j] = dp[i – 1][j] + dp[i][j + 1] – dp[i – 1][j + 1]
If str[i] == str[j] then dp[i][j] = dp[i – 1][j] + dp[i][j + 1]
Base case:
If i == 0 and j == n – 1 then dp[i][j] = 2 if str[i] == str[j] else dp[i][j] = 1.
下面是上述方法的实现:
C++
// C++ implementation of the approach
#include
using namespace std;
// Function to find the total palindromic
// odd length sub-sequences
void solve(string& s)
{
int n = s.length();
// dp array to store the number of palindromic
// subsequences for 0 to i-1 and j+1 to n-1
int dp[n][n];
memset(dp, 0, sizeof dp);
// We will start with the largest
// distance between i and j
for (int len = n - 1; len >= 0; --len) {
// For each len, we fix our i
for (int i = 0; i + len < n; ++i) {
// For this i we will find our j
int j = i + len;
// Base cases
if (i == 0 and j == n - 1) {
if (s[i] == s[j])
dp[i][j] = 2;
else if (s[i] != s[j])
dp[i][j] = 1;
}
else {
if (s[i] == s[j]) {
// If the characters are equal
// then look for out of bound index
if (i - 1 >= 0) {
dp[i][j] += dp[i - 1][j];
}
if (j + 1 <= n - 1) {
dp[i][j] += dp[i][j + 1];
}
if (i - 1 < 0 or j + 1 >= n) {
// We have only 1 way that is to
// just pick these characters
dp[i][j] += 1;
}
}
else if (s[i] != s[j]) {
// If the characters are not equal
if (i - 1 >= 0) {
dp[i][j] += dp[i - 1][j];
}
if (j + 1 <= n - 1) {
dp[i][j] += dp[i][j + 1];
}
if (i - 1 >= 0 and j + 1 <= n - 1) {
// Subtract it as we have
// counted it twice
dp[i][j] -= dp[i - 1][j + 1];
}
}
}
}
}
vector ways;
for (int i = 0; i < n; ++i) {
if (i == 0 or i == n - 1) {
// We have just 1 palindrome
// sequence of length 1
ways.push_back(1);
}
else {
// Else total ways would be sum of dp[i-1][i+1],
// that is number of palindrome sub-sequences
// from 1 to i-1 + number of palindrome
// sub-sequences from i+1 to n-1
int total = dp[i - 1][i + 1];
ways.push_back(total);
}
}
for (int i = 0; i < ways.size(); ++i) {
cout << ways[i] << " ";
}
}
// Driver code
int main()
{
string s = "xyxyx";
solve(s);
return 0;
}
Java
// Java implementation of above approach
import java.util.*;
class GFG
{
// Function to find the total palindromic
// odd length sub-sequences
static void solve(char[] s)
{
int n = s.length;
// dp array to store the number of palindromic
// subsequences for 0 to i-1 and j+1 to n-1
int [][]dp = new int[n][n];
// We will start with the largest
// distance between i and j
for (int len = n - 1; len >= 0; --len)
{
// For each len, we fix our i
for (int i = 0; i + len < n; ++i)
{
// For this i we will find our j
int j = i + len;
// Base cases
if (i == 0 && j == n - 1)
{
if (s[i] == s[j])
dp[i][j] = 2;
else if (s[i] != s[j])
dp[i][j] = 1;
}
else
{
if (s[i] == s[j])
{
// If the characters are equal
// then look for out of bound index
if (i - 1 >= 0)
{
dp[i][j] += dp[i - 1][j];
}
if (j + 1 <= n - 1)
{
dp[i][j] += dp[i][j + 1];
}
if (i - 1 < 0 || j + 1 >= n)
{
// We have only 1 way that is to
// just pick these characters
dp[i][j] += 1;
}
}
else if (s[i] != s[j])
{
// If the characters are not equal
if (i - 1 >= 0)
{
dp[i][j] += dp[i - 1][j];
}
if (j + 1 <= n - 1)
{
dp[i][j] += dp[i][j + 1];
}
if (i - 1 >= 0 && j + 1 <= n - 1)
{
// Subtract it as we have
// counted it twice
dp[i][j] -= dp[i - 1][j + 1];
}
}
}
}
}
Vector ways = new Vector<>();
for (int i = 0; i < n; ++i)
{
if (i == 0 || i == n - 1)
{
// We have just 1 palindrome
// sequence of length 1
ways.add(1);
}
else
{
// Else total ways would be sum of dp[i-1][i+1],
// that is number of palindrome sub-sequences
// from 1 to i-1 + number of palindrome
// sub-sequences from i+1 to n-1
int total = dp[i - 1][i + 1];
ways.add(total);
}
}
for (int i = 0; i < ways.size(); ++i)
{
System.out.print(ways.get(i) + " ");
}
}
// Driver code
public static void main(String[] args)
{
char[] s = "xyxyx".toCharArray();
solve(s);
}
}
// This code has been contributed by 29AjayKumar
Python3
# Function to find the total palindromic
# odd Length sub-sequences
def solve(s):
n = len(s)
# dp array to store the number of palindromic
# subsequences for 0 to i-1 and j+1 to n-1
dp=[[0 for i in range(n)] for i in range(n)]
# We will start with the largest
# distance between i and j
for Len in range(n-1,-1,-1):
# For each Len, we fix our i
for i in range(n):
if i + Len >= n:
break
# For this i we will find our j
j = i + Len
# Base cases
if (i == 0 and j == n - 1):
if (s[i] == s[j]):
dp[i][j] = 2
elif (s[i] != s[j]):
dp[i][j] = 1
else:
if (s[i] == s[j]):
# If the characters are equal
# then look for out of bound index
if (i - 1 >= 0):
dp[i][j] += dp[i - 1][j]
if (j + 1 <= n - 1):
dp[i][j] += dp[i][j + 1]
if (i - 1 < 0 or j + 1 >= n):
# We have only 1 way that is to
# just pick these characters
dp[i][j] += 1
elif (s[i] != s[j]):
# If the characters are not equal
if (i - 1 >= 0):
dp[i][j] += dp[i - 1][j]
if (j + 1 <= n - 1):
dp[i][j] += dp[i][j + 1]
if (i - 1 >= 0 and j + 1 <= n - 1):
# Subtract it as we have
# counted it twice
dp[i][j] -= dp[i - 1][j + 1]
ways = []
for i in range(n):
if (i == 0 or i == n - 1):
# We have just 1 palindrome
# sequence of Length 1
ways.append(1)
else:
# Else total ways would be sum of dp[i-1][i+1],
# that is number of palindrome sub-sequences
# from 1 to i-1 + number of palindrome
# sub-sequences from i+1 to n-1
total = dp[i - 1][i + 1]
ways.append(total)
for i in ways:
print(i,end=" ")
# Driver code
s = "xyxyx"
solve(s)
# This code is contributed by mohit kumar 29
C#
// C# implementation of above approach
using System;
using System.Collections.Generic;
class GFG
{
// Function to find the total palindromic
// odd length sub-sequences
static void solve(char[] s)
{
int n = s.Length;
// dp array to store the number of palindromic
// subsequences for 0 to i-1 and j+1 to n-1
int [,]dp = new int[n, n];
// We will start with the largest
// distance between i and j
for (int len = n - 1; len >= 0; --len)
{
// For each len, we fix our i
for (int i = 0; i + len < n; ++i)
{
// For this i we will find our j
int j = i + len;
// Base cases
if (i == 0 && j == n - 1)
{
if (s[i] == s[j])
dp[i, j] = 2;
else if (s[i] != s[j])
dp[i, j] = 1;
}
else
{
if (s[i] == s[j])
{
// If the characters are equal
// then look for out of bound index
if (i - 1 >= 0)
{
dp[i, j] += dp[i - 1, j];
}
if (j + 1 <= n - 1)
{
dp[i, j] += dp[i, j + 1];
}
if (i - 1 < 0 || j + 1 >= n)
{
// We have only 1 way that is to
// just pick these characters
dp[i, j] += 1;
}
}
else if (s[i] != s[j])
{
// If the characters are not equal
if (i - 1 >= 0)
{
dp[i, j] += dp[i - 1, j];
}
if (j + 1 <= n - 1)
{
dp[i, j] += dp[i, j + 1];
}
if (i - 1 >= 0 && j + 1 <= n - 1)
{
// Subtract it as we have
// counted it twice
dp[i, j] -= dp[i - 1, j + 1];
}
}
}
}
}
List ways = new List();
for (int i = 0; i < n; ++i)
{
if (i == 0 || i == n - 1)
{
// We have just 1 palindrome
// sequence of length 1
ways.Add(1);
}
else
{
// Else total ways would be sum of dp[i-1][i+1],
// that is number of palindrome sub-sequences
// from 1 to i-1 + number of palindrome
// sub-sequences from i+1 to n-1
int total = dp[i - 1,i + 1];
ways.Add(total);
}
}
for (int i = 0; i < ways.Capacity; ++i)
{
Console.Write(ways[i] + " ");
}
}
// Driver code
public static void Main()
{
char[] s = "xyxyx".ToCharArray();
solve(s);
}
}
// This code is contributed by AnkitRai01
1 3 4 3 1
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