📜  线性搜索中m个查询每个方向的比较次数

📅  最后修改于: 2021-10-27 16:43:08             🧑  作者: Mango

给定一个包含N 个不同元素的数组。有M 个查询,每个查询包含一个整数X并要求X在数组中的索引。对于每个查询,任务是从左到右执行线性搜索X ,并计算找到X 所需的比较次数,然后从右到左执行相同的操作。最后,打印所有查询之间双向比较的总数。
例子:

方法:找到数组中存在X的索引,例如i (基于 1 的索引),从左到右的比较次数为i ,从右到左的比较次数为(n – i + 1 ) 。我们需要做的就是快速找到索引。它可以通过使用一个映射来完成,其中键是元素的值,值是索引。
下面是上述方法的实现:

C++
// C++ implementation of the approach
#include 
using namespace std;
 
// Function to return the count of comparisons from left to right
// and right to left in linear search among m queries
pair countCamparisions(int n, int arr[], int m, int qry[])
{
    int i;
    unordered_map index;
    for (i = 1; i <= n; i++) {
 
        // arr[i] occurs at i
        index[arr[i]] = i;
    }
 
    // Count of comparisons for left to right and right to left
    int ltr = 0, rtl = 0;
    for (i = 1; i <= m; i++) {
        int x = qry[i];
        ltr += index[x];
        rtl += n - index[x] + 1;
    }
    return make_pair(ltr, rtl);
}
 
// Driver Code
int main()
{
    // -1 will be ignored as it is 1-based indexing
    int arr[] = { -1, 2, 4, 5, 1 };
    int n = (sizeof(arr) / sizeof(arr[0])) - 1;
 
    int q[] = { -1, 4, 2 };
    int m = (sizeof(q) / sizeof(q[0])) - 1;
 
    pair res = countCamparisions(n, arr, m, q);
    cout << res.first << " " << res.second;
}


Java
// Java implementation of the approach
import java.util.HashMap;
import java.util.Map;
 
class GFG
{
 
// Function to return the count of
// comparisons from left to right
// and right to left in linear
// search among m queries
static Pair countCamparisions(int n,
                            int arr[], int m, int qry[])
{
    int i;
    HashMap index = new HashMap<>();
    for (i = 1; i <= n; i++)
    {
 
        // arr[i] occurs at i
        index.put(arr[i], i);
    }
 
    // Count of comparisons for left
    // to right and right to left
    int ltr = 0, rtl = 0;
    for (i = 1; i <= m; i++)
    {
        int x = qry[i];
        ltr += index.get(x);
        rtl += n - index.get(x) + 1;
    }
     
    Pair ans = new Pair<>(ltr, rtl);
    return ans;
}
 
    // Driver Code
    public static void main(String []args)
    {
         
        // -1 will be ignored as it is 1-based indexing
        int arr[] = { -1, 2, 4, 5, 1 };
        int n = arr.length - 1;
     
        int q[] = { -1, 4, 2 };
        int m = q.length - 1;
     
        Pair res = countCamparisions(n, arr, m, q);
        System.out.println(res.first + " " + res.second);
    }
}
 
class Pair
{
    A first;
    B second;
 
    public Pair(A first, B second)
    {
        this.first = first;
        this.second = second;
    }
}
     
// This code is contributed by Rituraj Jain


Python3
# Python 3 implementation of the
# above approach
 
# Function to return the count of
# comparisons from left to right
# and right to left in linear search
# among m queries
def countCamparisions(n, arr, m, qry) :
 
    index = {}
    for i in range(1, n + 1) :
 
        # arr[i] occurs at i
        index[arr[i]] = i
     
    # Count of comparisons for left to
    # right and right to left
    ltr, rtl = 0, 0
    for i in range(1, m + 1) :
        x = qry[i]
        ltr += index[x]
        rtl += n - index[x] + 1
     
    return (ltr, rtl)
 
# Driver Code
if __name__ == "__main__" :
 
    # -1 will be ignored as it
    # is 1-based indexing
    arr = [ -1, 2, 4, 5, 1 ]
    n = len(arr) - 1
 
    q = [ -1, 4, 2 ]
    m = len(q) - 1
 
    res = countCamparisions(n, arr, m, q)
    print(res[0], res[1])
     
# This code is contributed by Ryuga


C#
// C# implementation of the approach
using System;
using System.Collections.Generic;
 
class GFG
{
 
// Function to return the count of
// comparisons from left to right
// and right to left in linear
// search among m queries
static Pair countCamparisions(int n, int []arr,
                                   int m, int []qry)
{
    int i;
    Dictionary index = new Dictionary();
    for (i = 1; i <= n; i++)
    {
 
        // arr[i] occurs at i
        index.Add(arr[i], i);
    }
 
    // Count of comparisons for left
    // to right and right to left
    int ltr = 0, rtl = 0;
    for (i = 1; i <= m; i++)
    {
        int x = qry[i];
        ltr += index[x];
        rtl += n - index[x] + 1;
    }
     
    Pair ans = new Pair(ltr, rtl);
    return ans;
}
 
// Driver Code
public static void Main(String []args)
{
     
    // -1 will be ignored as
    // it is 1-based indexing
    int []arr = { -1, 2, 4, 5, 1 };
    int n = arr.Length - 1;
 
    int []q = { -1, 4, 2 };
    int m = q.Length - 1;
 
    Pair res = countCamparisions(n, arr, m, q);
    Console.WriteLine(res.first + " " + res.second);
}
}
 
class Pair
{
    public A first;
    public B second;
     
    public Pair(A first, B second)
    {
        this.first = first;
        this.second = second;
    }
}
 
// This code is contributed by 29AjayKumar


Javascript


输出:

3 7

时间复杂度: O(N + M)
辅助空间: O(N)

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