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📜  从两个排序的数组中找到最接近的对

📅  最后修改于: 2021-05-06 22:55:33             🧑  作者: Mango

给定两个已排序的数组和一个数字x,找到总和最接近x的对,并且该对中每个数组都有一个元素
我们给了两个数组ar1 [0…m-1]和ar2 [0..n-1]以及一个数字x,我们需要找到对ar1 [i] + ar2 [j],使得(ar1 [i] + ar2 [j] – x)最小。
例子:

Input:  ar1[] = {1, 4, 5, 7};
        ar2[] = {10, 20, 30, 40};
        x = 32      
Output:  1 and 30

Input:  ar1[] = {1, 4, 5, 7};
        ar2[] = {10, 20, 30, 40};
        x = 50      
Output:  7 and 40

强烈建议最小化您的浏览器,然后自己尝试。
一个简单的解决方案是运行两个循环。外循环考虑第一个数组的每个元素,内循环检查第二个数组中的对。我们跟踪ar1 [i] + ar2 [j]与x之间的最小差。
我们可以使用以下步骤在O(n)时间内完成此操作。
1)使用合并排序的合并过程,将给定的两个数组合并为大小为m + n的辅助数组。合并时,请保留另一个大小为m + n的布尔数组,以指示合并数组中的当前元素是来自ar1 []还是ar2 []。
2)考虑合并后的数组,并使用线性时间算法找到总和最接近x的对。我们还需要考虑仅具有ar1 []中一个元素和ar2 []中另一个元素的那些对,为此我们使用了布尔数组。
我们可以一次通过并增加O(1)的空间吗?
这个想法是从一个数组的左侧开始,从另一个数组的右侧开始,并使用与上述方法的步骤2相同的算法。以下是详细的算法。

1) Initialize a variable diff as infinite (Diff is used to store the 
   difference between pair and x).  We need to find the minimum diff.
2) Initialize two index variables l and r in the given sorted array.
       (a) Initialize first to the leftmost index in ar1:  l = 0
       (b) Initialize second  the rightmost index in ar2:  r = n-1
3) Loop while  l = 0
       (a) If  abs(ar1[l] + ar2[r] - sum) < diff  then 
           update diff and result 
       (b) If (ar1[l] + ar2[r] <  sum )  then l++
       (c) Else r--    
4) Print the result. 

以下是此方法的实现。

C++
// C++ program to find the pair from two sorted arays such
// that the sum of pair is closest to a given number x
#include 
#include 
#include 
using namespace std;
 
// ar1[0..m-1] and ar2[0..n-1] are two given sorted arrays
// and x is given number. This function prints the pair  from
// both arrays such that the sum of the pair is closest to x.
void printClosest(int ar1[], int ar2[], int m, int n, int x)
{
    // Initialize the diff between pair sum and x.
    int diff = INT_MAX;
 
    // res_l and res_r are result indexes from ar1[] and ar2[]
    // respectively
    int res_l, res_r;
 
    // Start from left side of ar1[] and right side of ar2[]
    int l = 0, r = n-1;
    while (l=0)
    {
       // If this pair is closer to x than the previously
       // found closest, then update res_l, res_r and diff
       if (abs(ar1[l] + ar2[r] - x) < diff)
       {
           res_l = l;
           res_r = r;
           diff = abs(ar1[l] + ar2[r] - x);
       }
 
       // If sum of this pair is more than x, move to smaller
       // side
       if (ar1[l] + ar2[r] > x)
           r--;
       else  // move to the greater side
           l++;
    }
 
    // Print the result
    cout << "The closest pair is [" << ar1[res_l] << ", "
         << ar2[res_r] << "] \n";
}
 
// Driver program to test above functions
int main()
{
    int ar1[] = {1, 4, 5, 7};
    int ar2[] = {10, 20, 30, 40};
    int m = sizeof(ar1)/sizeof(ar1[0]);
    int n = sizeof(ar2)/sizeof(ar2[0]);
    int x = 38;
    printClosest(ar1, ar2, m, n, x);
    return 0;
}


Java
// Java program to find closest pair in an array
class ClosestPair
{
    // ar1[0..m-1] and ar2[0..n-1] are two given sorted
    // arrays/ and x is given number. This function prints
    // the pair from both arrays such that the sum of the
    // pair is closest to x.
    void printClosest(int ar1[], int ar2[], int m, int n, int x)
    {
        // Initialize the diff between pair sum and x.
        int diff = Integer.MAX_VALUE;
 
        // res_l and res_r are result indexes from ar1[] and ar2[]
        // respectively
        int res_l = 0, res_r = 0;
 
        // Start from left side of ar1[] and right side of ar2[]
        int l = 0, r = n-1;
        while (l=0)
        {
           // If this pair is closer to x than the previously
           // found closest, then update res_l, res_r and diff
           if (Math.abs(ar1[l] + ar2[r] - x) < diff)
           {
               res_l = l;
               res_r = r;
               diff = Math.abs(ar1[l] + ar2[r] - x);
           }
 
           // If sum of this pair is more than x, move to smaller
           // side
           if (ar1[l] + ar2[r] > x)
               r--;
           else  // move to the greater side
               l++;
        }
 
        // Print the result
        System.out.print("The closest pair is [" + ar1[res_l] +
                         ", " + ar2[res_r] + "]");
    }
 
    // Driver program to test above functions
    public static void main(String args[])
    {
        ClosestPair ob = new ClosestPair();
        int ar1[] = {1, 4, 5, 7};
        int ar2[] = {10, 20, 30, 40};
        int m = ar1.length;
        int n = ar2.length;
        int x = 38;
        ob.printClosest(ar1, ar2, m, n, x);
    }
}
/*This code is contributed by Rajat Mishra */


Python3
# Python3 program to find the pair from
# two sorted arays such that the sum
# of pair is closest to a given number x
import sys
 
# ar1[0..m-1] and ar2[0..n-1] are two
# given sorted arrays and x is given
# number. This function prints the pair
# from both arrays such that the sum
# of the pair is closest to x.
def printClosest(ar1, ar2, m, n, x):
 
    # Initialize the diff between
    # pair sum and x.
    diff=sys.maxsize
 
    # res_l and res_r are result
    # indexes from ar1[] and ar2[]
    # respectively. Start from left
    # side of ar1[] and right side of ar2[]
    l = 0
    r = n-1
    while(l < m and r >= 0):
     
    # If this pair is closer to x than
    # the previously found closest,
    # then update res_l, res_r and diff
        if abs(ar1[l] + ar2[r] - x) < diff:
            res_l = l
            res_r = r
            diff = abs(ar1[l] + ar2[r] - x)
     
 
    # If sum of this pair is more than x,
    # move to smaller side
        if ar1[l] + ar2[r] > x:
            r=r-1
        else: # move to the greater side
            l=l+1
     
 
    # Print the result
    print("The closest pair is [",
         ar1[res_l],",",ar2[res_r],"]")
 
# Driver program to test above functions
ar1 = [1, 4, 5, 7]
ar2 = [10, 20, 30, 40]
m = len(ar1)
n = len(ar2)
x = 38
printClosest(ar1, ar2, m, n, x)
 
# This code is contributed by Smitha Dinesh Semwal


C#
// C# program to find closest pair in
// an array
using System;
 
class GFG {
     
    // ar1[0..m-1] and ar2[0..n-1] are two
    // given sorted arrays/ and x is given
    // number. This function prints the
    // pair from both arrays such that the
    // sum of the pair is closest to x.
    static void printClosest(int []ar1,
            int []ar2, int m, int n, int x)
    {
         
        // Initialize the diff between pair
        // sum and x.
        int diff = int.MaxValue;
 
        // res_l and res_r are result
        // indexes from ar1[] and ar2[]
        // respectively
        int res_l = 0, res_r = 0;
 
        // Start from left side of ar1[]
        // and right side of ar2[]
        int l = 0, r = n-1;
        while (l < m && r >= 0)
        {
             
            // If this pair is closer to
            // x than the previously
            // found closest, then update
            // res_l, res_r and diff
            if (Math.Abs(ar1[l] +
                       ar2[r] - x) < diff)
            {
                res_l = l;
                res_r = r;
                diff = Math.Abs(ar1[l]
                            + ar2[r] - x);
            }
     
            // If sum of this pair is more
            // than x, move to smaller
            // side
            if (ar1[l] + ar2[r] > x)
                r--;
            else // move to the greater side
                l++;
        }
 
        // Print the result
        Console.Write("The closest pair is ["
                          + ar1[res_l] + ", "
                         + ar2[res_r] + "]");
    }
 
    // Driver program to test above functions
    public static void Main()
    {
        int []ar1 = {1, 4, 5, 7};
        int []ar2 = {10, 20, 30, 40};
        int m = ar1.Length;
        int n = ar2.Length;
        int x = 38;
         
        printClosest(ar1, ar2, m, n, x);
    }
}
 
// This code is contributed by nitin mittal.


PHP
= 0)
    {
         
        // If this pair is closer to
        // x than the previously
        // found closest, then
        // update res_l, res_r and
        // diff
        if (abs($ar1[$l] + $ar2[$r] -
                       $x) < $diff)
        {
            $res_l = $l;
            $res_r = $r;
            $diff = abs($ar1[$l] +
                    $ar2[$r] - $x);
        }
     
        // If sum of this pair is
        // more than x, move to smaller
        // side
        if ($ar1[$l] + $ar2[$r] > $x)
            $r--;
             
        // move to the greater side
        else
            $l++;
    }
 
    // Print the result
    echo "The closest pair is [" , $ar1[$res_l] , ", "
                               , $ar2[$res_r] , "] \n";
}
 
    // Driver Code
    $ar1 = array(1, 4, 5, 7);
    $ar2 = array(10, 20, 30, 40);
    $m = count($ar1);
    $n = count($ar2);
    $x = 38;
    printClosest($ar1, $ar2, $m, $n, $x);
 
// This code is contributed by anuj_67.
?>


Javascript


输出:

The closest pair is [7, 30]