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📜  给定操作生成的质因子求和序列的最大长度

📅  最后修改于: 2021-04-27 05:38:27             🧑  作者: Mango

给定两个整数NM ,任务是执行以下操作:

  • 对于[N,M]范围内的每个值,请计算其主要因子的总和,然后计算该和的主要因子的总和,依此类推。
  • 为每个数组元素生成上述序列,并计算序列的长度。
  • 找到生成的此类子序列的最大长度。

例子:

天真的方法:解决问题的最简单方法是在[N,M]范围内进行迭代,对于每个整数,找到其主要因子并将其求和,然后对所得的总和进行递归重复,直到其总和为获得素数。

高效方法:可以使用动态编程来优化上述方法。请按照以下步骤解决问题:

  • 使用Eratosthenes的Sieve方法预先计算质数。
  • 使用使用Sieve的Prime Factorization,预先计算每个整数的最小素数,以找出素数。
  • 现在,对于[N,M]范围内的每个整数,计算素数因子的总和,然后对获得的总和进行递归重复。将后继序列的长度存储在dp []数组中,以避免重新计算。如果获得的总和是质数,则存储进一步的计算。
  • 更新获得的最大长度,并对[N,M]范围内的每个数字(除4以外)重复上述步骤,这将导致无限循环
  • 打印获得的像素长度。

下面是上述方法的实现:

C++
// C++ Program to implement
// the above approach
#include 
using namespace std;
  
// Smallest prime factor array
int spf[100005];
  
// Stores if a number is prime or not
bool prime[100005];
  
int dp[100005];
  
// Function to compute all primes
// using Sieve of Eratosthenes
void sieve()
{
    prime[0] = prime[1] = false;
  
    for (int i = 2; i < 100005; i++)
        prime[i] = true;
  
    for (int i = 2; i * i < 100005; i++) {
        if (prime[i]) {
            for (int j = i * i; j < 100005; j += i) {
                prime[j] = false;
            }
        }
    }
}
  
// Function for finding smallest
// prime factors for every integer
void smallestPrimeFactors()
{
    for (int i = 0; i < 100005; i++)
        spf[i] = -1;
    for (int i = 2; i * i < 100005; i++) {
        for (int j = i; j < 100005; j += i) {
            if (spf[j] == -1) {
                spf[j] = i;
            }
        }
    }
}
  
// Function to find the sum of
// prime factors of number
int sumOfPrimeFactors(int n)
{
  
    int ans = 0;
    while (n > 1) {
  
        // Add smallest prime
        // factor to the sum
        ans += spf[n];
  
        // Reduce N
        n /= spf[n];
    }
  
    // Return the answer
    return ans;
}
  
// Function to return the length of
// sequence of for the given number
int findLength(int n)
{
  
    // If the number is prime
    if (prime[n]) {
        return 1;
    }
  
    // If a previously computed
    // subproblem occurred
    if (dp[n]) {
        return dp[n];
    }
  
    // Calculate the sum of
    // prime factors
    int sum = sumOfPrimeFactors(n);
  
    return dp[n] = 1 + findLength(sum);
}
  
// Function to return the maximum length
// of sequence for the given range
int maxLength(int n, int m)
{
  
    // Pre-calculate primes
    sieve();
  
    // Precalculate smllest
    // prime factors
    smallestPrimeFactors();
  
    int ans = INT_MIN;
  
    // Iterate over the range
    for (int i = n; i <= m; i++) {
        if (i == 4) {
            continue;
        }
  
        // Update maximum length
        ans = max(ans, findLength(i));
    }
  
    return ans;
}
  
// Driver Code
int main()
{
    int n = 2, m = 14;
  
    cout << maxLength(n, m);
}


Java
// Java Program to implement
// the above approach
import java.util.*;
class GFG{
  
// Smallest prime factor array
static int spf[] = new int[100005];
  
// Stores if a number is prime or not
static boolean prime[] = new boolean[100005];
  
static int dp[] = new int[100005];
  
// Function to compute all primes
// using Sieve of Eratosthenes
static void sieve()
{
    prime[0] = prime[1] = false;
  
    for (int i = 2; i < 100005; i++)
        prime[i] = true;
  
    for (int i = 2; i * i < 100005; i++) 
    {
        if (prime[i])
        {
            for (int j = i * i; j < 100005; j += i) 
            {
                prime[j] = false;
            }
        }
    }
}
  
// Function for finding smallest
// prime factors for every integer
static void smallestPrimeFactors()
{
    for (int i = 0; i < 100005; i++)
        spf[i] = -1;
    for (int i = 2; i * i < 100005; i++) 
    {
        for (int j = i; j < 100005; j += i)
        {
            if (spf[j] == -1) 
            {
                spf[j] = i;
            }
        }
    }
}
  
// Function to find the sum of
// prime factors of number
static int sumOfPrimeFactors(int n)
{
  
    int ans = 0;
    while (n > 1)
    {
  
        // Add smallest prime
        // factor to the sum
        ans += spf[n];
  
        // Reduce N
        n /= spf[n];
    }
  
    // Return the answer
    return ans;
}
  
// Function to return the length of
// sequence of for the given number
static int findLength(int n)
{
  
    // If the number is prime
    if (prime[n]) 
    {
        return 1;
    }
  
    // If a previously computed
    // subproblem occurred
    if (dp[n] != 0) 
    {
        return dp[n];
    }
  
    // Calculate the sum of
    // prime factors
    int sum = sumOfPrimeFactors(n);
  
    return dp[n] = 1 + findLength(sum);
}
  
// Function to return the maximum length
// of sequence for the given range
static int maxLength(int n, int m)
{
  
    // Pre-calculate primes
    sieve();
  
    // Precalculate smllest
    // prime factors
    smallestPrimeFactors();
  
    int ans = Integer.MIN_VALUE;
  
    // Iterate over the range
    for (int i = n; i <= m; i++)
    {
        if (i == 4)
        {
            continue;
        }
  
        // Update maximum length
        ans = Math.max(ans, findLength(i));
    }
  
    return ans;
}
  
// Driver Code
public static void main(String[] args)
{
    int n = 2, m = 14;
  
    System.out.print(maxLength(n, m));
}
}
  
// This code is contributed by Princi Singh


Python3
# Python3 program to implement
# the above approach
import sys
  
# Smallest prime factor array
spf = [0] * 100005
  
# Stores if a number is prime or not
prime = [False] * 100005
  
dp = [0] * 100005
  
# Function to compute all primes
# using Sieve of Eratosthenes
def sieve():
  
    for i in range(2, 100005):
        prime[i] = True
          
    i = 2
    while i * i < 100005:
        if(prime[i]):
            for j in range(i * i, 100005, i):
                prime[j] = False
                  
        i += 1
  
# Function for finding smallest
# prime factors for every integer
def smallestPrimeFactors():
  
    for i in range(10005):
        spf[i] = -1
  
    i = 2
    while i * i < 100005:
        for j in range(i, 100005, i):
            if(spf[j] == -1):
                spf[j] = i
  
        i += 1
  
# Function to find the sum of
# prime factors of number
def sumOfPrimeFactors(n):
  
    ans = 0
    while(n > 1):
  
        # Add smallest prime
        # factor to the sum
        ans += spf[n]
  
        # Reduce N
        n //= spf[n]
  
    # Return the answer
    return ans
  
# Function to return the length of
# sequence of for the given number
def findLength(n):
  
    # If the number is prime
    if(prime[n]):
        return 1
  
    # If a previously computed
    # subproblem occurred
    if(dp[n]):
        return dp[n]
  
    # Calculate the sum of
    # prime factors
    sum = sumOfPrimeFactors(n)
  
    dp[n] = 1 + findLength(sum)
  
    return dp[n]
  
# Function to return the maximum length
# of sequence for the given range
def maxLength(n, m):
  
    # Pre-calculate primes
    sieve()
  
    # Precalculate smllest
    # prime factors
    smallestPrimeFactors()
  
    ans = -sys.maxsize - 1
  
    # Iterate over the range
    for i in range(n, m + 1):
        if(i == 4):
            continue
  
        # Update maximum length
        ans = max(ans, findLength(i))
  
    return ans
  
# Driver Code
n = 2
m = 14
  
# Function call
print(maxLength(n, m))
  
# This code is contributed by Shivam Singh


C#
// C# program to implement
// the above approach
using System;
  
class GFG{
  
// Smallest prime factor array
static int []spf = new int[100005];
  
// Stores if a number is prime or not
static bool []prime = new bool[100005];
  
static int []dp = new int[100005];
  
// Function to compute all primes
// using Sieve of Eratosthenes
static void sieve()
{
    prime[0] = prime[1] = false;
  
    for(int i = 2; i < 100005; i++)
        prime[i] = true;
  
    for(int i = 2; i * i < 100005; i++) 
    {
        if (prime[i])
        {
            for(int j = i * i; j < 100005; j += i) 
            {
                prime[j] = false;
            }
        }
    }
}
  
// Function for finding smallest
// prime factors for every integer
static void smallestPrimeFactors()
{
    for(int i = 0; i < 100005; i++)
        spf[i] = -1;
          
    for(int i = 2; i * i < 100005; i++) 
    {
        for(int j = i; j < 100005; j += i)
        {
            if (spf[j] == -1) 
            {
                spf[j] = i;
            }
        }
    }
}
  
// Function to find the sum of
// prime factors of number
static int sumOfPrimeFactors(int n)
{
    int ans = 0;
    while (n > 1)
    {
  
        // Add smallest prime
        // factor to the sum
        ans += spf[n];
  
        // Reduce N
        n /= spf[n];
    }
  
    // Return the answer
    return ans;
}
  
// Function to return the length of
// sequence of for the given number
static int findLength(int n)
{
  
    // If the number is prime
    if (prime[n]) 
    {
        return 1;
    }
  
    // If a previously computed
    // subproblem occurred
    if (dp[n] != 0) 
    {
        return dp[n];
    }
  
    // Calculate the sum of
    // prime factors
    int sum = sumOfPrimeFactors(n);
  
    return dp[n] = 1 + findLength(sum);
}
  
// Function to return the maximum length
// of sequence for the given range
static int maxLength(int n, int m)
{
  
    // Pre-calculate primes
    sieve();
  
    // Precalculate smllest
    // prime factors
    smallestPrimeFactors();
  
    int ans = int.MinValue;
  
    // Iterate over the range
    for(int i = n; i <= m; i++)
    {
        if (i == 4)
        {
            continue;
        }
  
        // Update maximum length
        ans = Math.Max(ans, findLength(i));
    }
    return ans;
}
  
// Driver Code
public static void Main(String[] args)
{
    int n = 2, m = 14;
  
    Console.Write(maxLength(n, m));
}
}
  
// This code is contributed by 29AjayKumar


输出:
4

时间复杂度: O((NlogN)
辅助空间: O(N)