📜  随机对为最大加权对的概率

📅  最后修改于: 2021-05-04 13:27:24             🧑  作者: Mango

给定两个数组A和B,从数组A中选择一个元素,数组B中另一个元素,从中选取一个随机对。输出该对被最大加权的概率。

例子:

Input : A[] = 1 2 3
        B[] = 1 3 3
Output : 0.222
Explanation : Possible pairs are : {1, 1}, 
{1, 3}, {1, 3}, {2, 1}, {2, 3}, {2, 3},
{3, 1}, {3, 3}, {3, 3} i.e. 9.
The pair with maximum weight is {3, 3} with
frequency 2. So, the probability of random 
pair being maximum is 2/9 = 0.2222.

蛮力法:以N ^ 2的时间复杂度和计数生成所有可能的对
最大加权对。

更好的方法:对两个数组都进行排序,并对A和B中的最后一个(最大)元素进行计数。最大加权对的数量将是两个计数的乘积。概率将是
(计数的乘积)/ sizeof(A)* sizeof(B)

最佳方法最佳方法将是遍历两个数组并计算最大元素。最大加权对的数量将是两个计数的乘积。概率将是(计数的乘积)/ sizeof(A)* sizeof(B)

下面是实现:

C++
#include 
using namespace std;
 
// Function to return probability
double probability(int a[], int b[], int size1,
                                     int size2)
{
    // Count occurrences of maximum element
    // in A[]
    int max1 = INT_MIN,  count1 = 0;
    for (int i = 0; i < size1; i++) {
        if (a[i] > max1) {
            max1 = a[i];
            count1 = 1;
        }
        else if (a[i] == max1) {
            count1++;
        }
    }
 
    // Count occurrences of maximum element
    // in B[]
    int max2 = INT_MIN, count2 = 0;
    for (int i = 0; i < size2; i++) {
        if (b[i] > max2) {
            max2 = b[i];
            count2 = 1;
        }
        else if (b[i] == max2) {
            count2++;
        }
    }
 
    // Returning probability
    return (double)(count1 * count2) /
                  (size1 * size2);
}
 
// Driver code
int main()
{
    int a[] = { 1, 2, 3 };
    int b[] = { 1, 3, 3 };
 
    int size1 = sizeof(a) / sizeof(a[0]);
    int size2 = sizeof(b) / sizeof(b[0]);
 
    cout << probability(a, b, size1, size2);
    return 0;
}


Java
// Java program to find Probability
// of a random pair being the maximum
// weighted pair
import java.io.*;
 
class GFG {
     
    // Function to return probability
    static double probability(int a[], int b[],
                            int size1,int size2)
    {
        // Count occurrences of maximum
        // element in A[]
        int max1 = Integer.MIN_VALUE,  count1 = 0;
        for (int i = 0; i < size1; i++) {
            if (a[i] > max1) {
                max1 = a[i];
                count1 = 1;
            }
            else if (a[i] == max1) {
                count1++;
            }
        }
      
        // Count occurrences of maximum
        // element in B[]
        int max2 = Integer.MIN_VALUE, count2 = 0;
        for (int i = 0; i < size2; i++) {
            if (b[i] > max2) {
                max2 = b[i];
                count2 = 1;
            }
            else if (b[i] == max2) {
                count2++;
            }
        }
      
        // Returning probability
        return (double)(count1 * count2) / (size1 * size2);
    }
      
    // Driver code
    public static void main(String args[])
    {
        int a[] = { 1, 2, 3 };
        int b[] = { 1, 3, 3 };
      
        int size1 = a.length;
        int size2 = b.length;
      
        System.out.println(probability(a, b,
                            size1, size2));
    }
}
 
/*This code is contributed by Nikita Tiwari.*/


Python3
import sys
 
# Function to return probability
def probability(a, b, size1, size2):
 
    # Count occurrences of maximum
    # element in A[]
    max1 = -(sys.maxsize - 1)
    count1 = 0
    for i in range(size1):
        if a[i] > max1:
            count1 = 1
        elif a[i] == max1:
            count1 += 1
 
    # Count occurrences of maximum
    # element in B[]
    max2 = -(sys.maxsize - 1)
    count2 = 0
    for i in range(size2):
        if b[i] > max2:
            max2 = b[i]
            count2 = 1
        elif b[i] == max2:
            count2 += 1
 
    # Returning probability
    return round((count1 * count2) /
                 (size1 * size2), 6)
 
# Driver code
a = [1, 2, 3]
b = [1, 3, 3]
size1 = len(a)
size2 = len(b)
print(probability(a, b, size1, size2))
 
# This code is contributed
# by Shrikant13


C#
// C# program to find Probability of a random
// pair being the maximum weighted pair
using System;
 
class GFG {
     
    // Function to return probability
    static float probability(int []a, int []b,
                          int size1,int size2)
    {
         
        // Count occurrences of maximum
        // element in A[]
        int max1 = int.MinValue, count1 = 0;
         
        for (int i = 0; i < size1; i++) {
            if (a[i] > max1) {
                max1 = a[i];
                count1 = 1;
            }
            else if (a[i] == max1) {
                count1++;
            }
        }
     
        // Count occurrences of maximum
        // element in B[]
        int max2 = int.MinValue, count2 = 0;
         
        for (int i = 0; i < size2; i++) {
            if (b[i] > max2) {
                max2 = b[i];
                count2 = 1;
            }
            else if (b[i] == max2) {
                count2++;
            }
        }
     
        // Returning probability
        return (float)(count1 * count2) /
                            (size1 * size2);
    }
     
    // Driver code
    public static void Main()
    {
        int []a = { 1, 2, 3 };
        int []b = { 1, 3, 3 };
     
        int size1 = a.Length;
        int size2 = b.Length;
     
        Console.WriteLine(probability(a, b,
                            size1, size2));
    }
}
 
/* This code is contributed by vt_m.*/


PHP
 $max1)
        {
            $max1 = $a[$i];
            $count1 = 1;
        }
        else if ($a[$i] == $max1)
        {
            $count1++;
        }
    }
 
    // Count occurrences of maximum
    // element in B[]
    $max2 = PHP_INT_MIN; $count2 = 0;
    for ($i = 0; $i < $size2; $i++)
    {
        if ($b[$i] > $max2)
        {
            $max2 = $b[$i];
            $count2 = 1;
        }
        else if ($b[$i] == $max2)
        {
            $count2++;
        }
    }
 
    // Returning probability
    return (double)($count1 * $count2) /
                     ($size1 * $size2);
}
 
    // Driver code
    $a = array(1, 2, 3);
    $b = array(1, 3, 3);
    $size1 = sizeof($a);
    $size2 = sizeof($b);
    echo probability($a, $b,
            $size1, $size2);
     
// This code is contributed by ajit
?>


Javascript


输出:

0.222222